To tackle complexity and change, AWS customers are increasingly evolving their architectures from monoliths towards microservices, and benefiting from increased agility, simplified scalability, resiliency, and faster deployments. However, microservices also introduce new technical challenges. In this session, we'll provide an introduction and overview of the benefits and challenges of micrososervices, and share best practices for architecting and deploying microservices on AWS.
DevOps on AWS: Deep Dive on Continuous Delivery and the AWS Developer ToolsAmazon Web Services
Today’s cutting-edge companies have software release cycles measured in days instead of months. This agility is enabled by the DevOps practice of continuous delivery, which automates building, testing, and deploying all code changes. This automation helps you catch bugs sooner and accelerates developer productivity. In this session, we’ll share the processes that Amazon’s engineers use to practice DevOps and discuss how you can bring these processes to your company by using a new set of AWS tools (AWS CodePipeline and AWS CodeDeploy). These services were inspired by Amazon's own internal developer tools and DevOps culture.
Creating Your Virtual Data Center: VPC Fundamentals and Connectivity OptionsAmazon Web Services
In this session, we will walk through the fundamentals of Amazon Virtual Private Cloud (VPC). First, we will cover build-out and design fundamentals for VPC, including picking your IP space, subnetting, routing, security, NAT, and much more. We will then transition into different approaches and use cases for optionally connecting your VPC to your physical data center with VPN or AWS Direct Connect. This mid-level architecture discussion is aimed at architects, network administrators, and technology decision-makers interested in understanding the building blocks AWS makes available with VPC and how you can connect this with your offices and current data center footprint.
Enterprise summit – architecting microservices on aws final v2Amazon Web Services
To tackle complexity and change, AWS customers are increasingly evolving their architectures from monoliths towards microservices, and benefiting from increased agility, simplified scalability, resiliency, and faster deployments. However, microservices also introduce new technical challenges. In this session, we'll provide an introduction and overview of the benefits and challenges of micrososervices, and share best practices for architecting and deploying microservices on AWS.
AWS Enterprise Summit Netherlands - Cost Optimisation at ScaleAmazon Web Services
The document discusses cost optimization strategies for using AWS at scale. It begins with an overview of total cost of ownership (TCO) analysis and how "at scale" applies. Key principles for architecting cloud infrastructure for cost like right sizing instances and using reserved instances are covered. The document then analyzes how measuring and monitoring cloud resources can help improve costs over time. Specific AWS services and features that can reduce storage, compute, and other infrastructure costs are also outlined.
Microservices on AWS: Divide & Conquer for Agility and ScalabilityAmazon Web Services
To tackle complexity and change, AWS customers are increasingly evolving their architectures from monoliths towards microservices, and benefiting from increased agility, simplified scalability, resiliency, and faster deployments. However, microservices also introduce new technical challenges. In this session, we'll provide an introduction and overview of the benefits and challenges of micrososervices, and share best practices for architecting and deploying microservices on AWS.
In this session, we will walk through the fundamentals of Amazon Virtual Private Cloud (VPC). First, we will cover build-out and design fundamentals for VPC, including picking your IP space, subnetting, routing, security, NAT, and much more. We will then transition into different approaches and use cases for optionally connecting your VPC to your physical data center with VPN or AWS Direct Connect. This mid-level architecture discussion is aimed at architects, network administrators, and technology decision-makers interested in understanding the building blocks AWS makes available with VPC and how you can connect this with your offices and current data center footprint.
AWS and its partners offer a wide range of tools and features to help you to meet your security objectives. These tools mirror the familiar controls you deploy within your on-premises environments. AWS provides security-specific tools and features across network security, configuration management, access control and data security. In addition, AWS provides monitoring and logging tools to can provide full visibility into what is happening in your environment. In this session, you will get introduced to the range of security tools and features that AWS offers, and the latest security innovations coming from AWS.
DevOps on AWS: Deep Dive on Continuous Delivery and the AWS Developer ToolsAmazon Web Services
Today’s cutting-edge companies have software release cycles measured in days instead of months. This agility is enabled by the DevOps practice of continuous delivery, which automates building, testing, and deploying all code changes. This automation helps you catch bugs sooner and accelerates developer productivity. In this session, we’ll share the processes that Amazon’s engineers use to practice DevOps and discuss how you can bring these processes to your company by using a new set of AWS tools (AWS CodePipeline and AWS CodeDeploy). These services were inspired by Amazon's own internal developer tools and DevOps culture.
Creating Your Virtual Data Center: VPC Fundamentals and Connectivity OptionsAmazon Web Services
In this session, we will walk through the fundamentals of Amazon Virtual Private Cloud (VPC). First, we will cover build-out and design fundamentals for VPC, including picking your IP space, subnetting, routing, security, NAT, and much more. We will then transition into different approaches and use cases for optionally connecting your VPC to your physical data center with VPN or AWS Direct Connect. This mid-level architecture discussion is aimed at architects, network administrators, and technology decision-makers interested in understanding the building blocks AWS makes available with VPC and how you can connect this with your offices and current data center footprint.
Enterprise summit – architecting microservices on aws final v2Amazon Web Services
To tackle complexity and change, AWS customers are increasingly evolving their architectures from monoliths towards microservices, and benefiting from increased agility, simplified scalability, resiliency, and faster deployments. However, microservices also introduce new technical challenges. In this session, we'll provide an introduction and overview of the benefits and challenges of micrososervices, and share best practices for architecting and deploying microservices on AWS.
AWS Enterprise Summit Netherlands - Cost Optimisation at ScaleAmazon Web Services
The document discusses cost optimization strategies for using AWS at scale. It begins with an overview of total cost of ownership (TCO) analysis and how "at scale" applies. Key principles for architecting cloud infrastructure for cost like right sizing instances and using reserved instances are covered. The document then analyzes how measuring and monitoring cloud resources can help improve costs over time. Specific AWS services and features that can reduce storage, compute, and other infrastructure costs are also outlined.
Microservices on AWS: Divide & Conquer for Agility and ScalabilityAmazon Web Services
To tackle complexity and change, AWS customers are increasingly evolving their architectures from monoliths towards microservices, and benefiting from increased agility, simplified scalability, resiliency, and faster deployments. However, microservices also introduce new technical challenges. In this session, we'll provide an introduction and overview of the benefits and challenges of micrososervices, and share best practices for architecting and deploying microservices on AWS.
In this session, we will walk through the fundamentals of Amazon Virtual Private Cloud (VPC). First, we will cover build-out and design fundamentals for VPC, including picking your IP space, subnetting, routing, security, NAT, and much more. We will then transition into different approaches and use cases for optionally connecting your VPC to your physical data center with VPN or AWS Direct Connect. This mid-level architecture discussion is aimed at architects, network administrators, and technology decision-makers interested in understanding the building blocks AWS makes available with VPC and how you can connect this with your offices and current data center footprint.
AWS and its partners offer a wide range of tools and features to help you to meet your security objectives. These tools mirror the familiar controls you deploy within your on-premises environments. AWS provides security-specific tools and features across network security, configuration management, access control and data security. In addition, AWS provides monitoring and logging tools to can provide full visibility into what is happening in your environment. In this session, you will get introduced to the range of security tools and features that AWS offers, and the latest security innovations coming from AWS.
This document discusses Amazon Web Services (AWS) Internet of Things (IoT). It describes key AWS IoT services like the message broker, rules engine, device shadows, and registry. The message broker securely connects devices to AWS using protocols like MQTT. The rules engine routes messages between devices and AWS services. Device shadows store device state information. The registry stores device identity and attribute information. AWS IoT aims to simplify and accelerate IoT development by connecting devices to AWS services and providing security and management features.
AWS re:Invent 2016: [JK REPEAT] Serverless Architectural Patterns and Best Pr...Amazon Web Services
As serverless architectures become more popular, AWS customers need a framework of patterns to help them deploy their workloads without managing servers or operating systems. This session introduces and describes four re-usable serverless patterns for web apps, stream processing, batch processing, and automation. For each, we provide a TCO analysis and comparison with its server-based counterpart. We also discuss the considerations and nuances associated with each pattern and have customers share similar experiences. The target audience is architects, system operators, and anyone looking for a better understanding of how serverless architectures can help them save money and improve their agility.
AWS provides security capabilities and services to provide control over your AWS resources, how they are accessed, who can access them, and what privileges they are allowed. Access Management, Identity management, change control, and auditing can all be achieved both at a macro and granular level. In this session we’ll explore services such as AWS Identity Access Management (IAM), AWS CloudTrail, Amazon Directory Service and Amazon Inspector, so that you understand how use them effectively to manage user privilege and access. We’ll also look at Amazon Virtual Private Cloud (VPC) and how to use it’s features to build security at the network access layer. After this session you should understand and be able to: Configure Users, Groups, and Roles to manage actions, Configure monitoring and logging to audit changes in your system, and Design your AWS network using VPC for security.
Elastic Load Balancing automatically distributes incoming application traffic across multiple Amazon EC2 instances for fault tolerance and load distribution. In this session, we go into detail about Elastic Load Balancing's configuration and day-to-day management, as well as its use in conjunction with Auto Scaling. We explain how to make decisions about the service and share best practices and useful tips for success.
Learn best practices for architecting fully available and scalable Microsoft solutions and environments on AWS. Find out how Microsoft solutions can leverage various AWS services to achieve more resiliency, replace unnecessary complexity, simplify architecture, provide scalability, introduce DevOps concepts, automation, and repeatability. Plan authentication and authorization, various hybrid scenarios with other cloud environment and on premise solutions/infrastructure. Learn about common architecture patterns for Active Directory and business productivity solutions like SharePoint, Exchange and Skype for Business, also common scenarios for SQL deployments and System Center.
Technical 201: Moving Enterprise Windows Workloads to AWS
The cloud is the new norm for organizations of all sizes. In this session you will learn how to create an entire Microsoft Enterprise environment in AWS that includes AWS Active Directory Service, Simple System Management (SSM) service, MS Exchange and SharePoint. These will further integrate with new end user productivity services such as AWS WorkSpaces, AWS WorkDocs, and AWS WorkMail.
Speaker: Dr Peter Stanski, Solutions Architect, Amazon Web Services
Hybrid Infrastructure Integration is an approach to connect on-premises IT resources with AWS and bridge processes, services, and technologies used in common enterprise customer environments. This session addresses connectivity patterns, security controls, account governance, and operations monitoring approaches successfully implemented in enterprise engagements. Infrastructure architects and IT professionals can get an overview of various integration types, approaches, methodologies, and common service patterns, helping them to better understand and overcome typical challenges in hybrid enterprise environments.
(SEC307) A Progressive Journey Through AWS IAM Federation OptionsAmazon Web Services
AWS Identity and Access Management (IAM) offers a continuum of interfaces and configuration options that enables customers to integrate their unique organizational identity structure and operational processes to the AWS platform. In this session we will evaluate the progressive journey of federation options that most customers go through as they widen their integration with IAM. This will include best practices, lessons learned from the field, and examples of actual customer implementations, covering technologies such as SAML, LDAP, and custom identity brokers.
Mobile App development is very popular today and cloud provides a highly scalable and available backend for mobile apps. In this session, we will introduce how to use AWS services include Lambda, DynamoDB, Cognito, Mobile Analytics and SNS, to create a serverless location aware mobile app.
This session introduces Lambda@Edge, a new AWS Lambda feature that allows developers to perform simple computations at AWS edge locations in response to CloudFront events. This will be of interest to developers who want to build low-latency, customized web experiences. We cover product functionality and details of the programming model, and we walk through potential use cases.
Join ClearScale and AWS to learn how the San Jose Water Company worked with ClearScale to leverage Docker and the latest AWS DevOps tools including Amazon ECS, Amazon EC2 Container Registry (ECR) and AWS CodePipeline, to deliver new app features faster, with lower overhead. Gaining a competitive edge in the modern business landscape often depends on delivering apps with small, quick changes that create faster time-to-market, with focused value for the end customer. Successful companies adopt a DevOps model that automates continuous app delivery and may use a software containerization platform, both to accelerate releases and reduce risk. ClearScale is an AWS DevOps Premier Consulting Partner that helps decrease your time to market, governance and compliance risks, and lower your operational costs.
Join us to learn:
• The advantages of DevOps on AWS, using the latest AWS tools and Docker
• Best practices to design and deploy containers on AWS, based on experiences of the San Jose Water Company
• Learn from ClearScale experts about proven automation techniques for DevOps on AWS
Who should attend: CTOs, CIOs, CISOs, VPs of Engineering, VPs of Development, Business Development Directors, Senior Development Managers, Senior Architects, Business Development Managers
Learn about the Amazon made to a service-oriented architecture over a decade ago and an introduction to AWS CodeCommit, AWS CodePipeline, and AWS CodeDeploy, three new services born out of Amazon's internal DevOps experience.
DevOps on AWS: Deep Dive on Continuous Delivery and the AWS Developer ToolsAmazon Web Services
Today’s cutting-edge companies have software release cycles measured in days instead of months. This agility is enabled by the DevOps practice of continuous delivery, which automates building, testing, and deploying all code changes. This automation helps you catch bugs sooner and accelerates developer productivity. In this session, we’ll share the processes that Amazon’s engineers use to practice DevOps and discuss how you can bring these processes to your company by using a new set of AWS tools (AWS CodePipeline and AWS CodeDeploy). These services were inspired by Amazon's own internal developer tools and DevOps culture.
Intrusion Detection in the Cloud (SEC402) | AWS re:Invent 2013Amazon Web Services
For businesses running entirely on AWS, your AWS account is one of your most critical assets. Just as you might run an intrusion detection system in your on-premises network, you should monitor activity in your account to detect abnormal behavior. This session walks you through leveraging unique capabilities provided within AWS that enable you to detect and respond to changes in your environment.
Learn how you can achieve a sophisticated level of standardization, configuration compliance, and monitoring using a combination of AWS Service Catalog, AWS Config, and AWS CloudTrail.
With AWS Lambda, you can easily build scalable microservices for mobile, web, and IoT applications or respond to events from other AWS services without managing infrastructure. In this session, you’ll see demonstrations and hear more about newly launched features. We’ll show you how to use Lambda to build web, mobile, or IoT backends and voice-enabled apps, and we'll show you how to extend both AWS and third party services by triggering Lambda functions. We’ll also provide productivity and performance tips for getting the most out of your Lambda functions and show how cloud native architectures use Lambda to eliminate “cold servers” and excess capacity without sacrificing scalability or responsiveness.
Learn how to use AWS services to automate manual tasks, help teams manage complex environments at scale, and keep engineers in control of the high velocity that is enabled by DevOps. In this session, we will provide an overview of the various AWS development and deployment services and when best to use them. We will show how to build a fully automated infrastructure and software delivery pipeline with AWS CodePipeline, AWS CodeBuild, AWS CloudFormation and AWS CodeDeploy. At the end of the session, a GitHub repository of AWS CloudFormation templates will be provided so you can quickly deploy the same pipeline to your AWS account(s).
AWS offers a comprehensive suite of products and services for video game developers across every major platform.. From AAA console and PC games, to educational and serious games, AWS provides the back end servers and hosting services for your game studio. Build, deploy, distribute, analyze and monetize with AWS. Pay as you go, and only pay for what you use. Focus on your game, not your infrastructure. Join this session to learn more about how games studios and operators use the AWS cloud to support their titles. We will also dive deep into the recently announced Amazon Lumberyard and Gamelift services and explore the technical features of these services and the resources available to help game developers get started building their next creations with on AWS.
A day in the life of a billion packets - AWS Summit Cape Town 2017Amazon Web Services
In this session, we will walk through the Amazon VPC network presentation and describe the problems we were trying to solve when we created it. Next, we will discuss how these problems are traditionally solved, and why those solutions are not scalable, inexpensive, or secure enough for AWS. Finally, we will provide an overview of the solution that we've implemented and discuss some of the unique mechanisms that we use to ensure customer isolation, get packets into and out of the network, and support new features like VPC endpoints.
AWS Speaker: Steve Seymour, Solution Architect - Amazon Web Services
Customer Speaker: Kim Edwards – Network Engineering, Absa
AWS re:Invent 2016: From Monolithic to Microservices: Evolving Architecture P...Amazon Web Services
Gilt, a global e-commerce company, implemented a sophisticated microservices architecture on AWS to handle millions of customers visiting their site at noon every day. The microservices architecture pattern enables independent service scaling, faster deployments, better fault isolation, and graceful degradation. In this session, Emerson Loureiro, Sr. Software Engineer at Gilt, will share Gilt's experiences and lessons learned during their evolution from a single monolithic Rails application in a traditional data center to more than 300 Scala/Java microservices deployed in the cloud. Derek Chiles, AWS Solutions Architect, will review best practices and recommended architectures for deploying microservices on AWS.
This overview presentation discusses big data challenges and provides an overview of the AWS Big Data Platform by covering:
- How AWS customers leverage the platform to manage massive volumes of data from a variety of sources while containing costs.
- Reference architectures for popular use cases, including, connected devices (IoT), log streaming, real-time intelligence, and analytics.
- The AWS big data portfolio of services, including, Amazon S3, Kinesis, DynamoDB, Elastic MapReduce (EMR), and Redshift.
- The latest relational database engine, Amazon Aurora— a MySQL-compatible, highly-available relational database engine, which provides up to five times better performance than MySQL at one-tenth the cost of a commercial database.
Created by: Rahul Pathak,
Sr. Manager of Software Development
This document discusses Amazon Web Services (AWS) Internet of Things (IoT). It describes key AWS IoT services like the message broker, rules engine, device shadows, and registry. The message broker securely connects devices to AWS using protocols like MQTT. The rules engine routes messages between devices and AWS services. Device shadows store device state information. The registry stores device identity and attribute information. AWS IoT aims to simplify and accelerate IoT development by connecting devices to AWS services and providing security and management features.
AWS re:Invent 2016: [JK REPEAT] Serverless Architectural Patterns and Best Pr...Amazon Web Services
As serverless architectures become more popular, AWS customers need a framework of patterns to help them deploy their workloads without managing servers or operating systems. This session introduces and describes four re-usable serverless patterns for web apps, stream processing, batch processing, and automation. For each, we provide a TCO analysis and comparison with its server-based counterpart. We also discuss the considerations and nuances associated with each pattern and have customers share similar experiences. The target audience is architects, system operators, and anyone looking for a better understanding of how serverless architectures can help them save money and improve their agility.
AWS provides security capabilities and services to provide control over your AWS resources, how they are accessed, who can access them, and what privileges they are allowed. Access Management, Identity management, change control, and auditing can all be achieved both at a macro and granular level. In this session we’ll explore services such as AWS Identity Access Management (IAM), AWS CloudTrail, Amazon Directory Service and Amazon Inspector, so that you understand how use them effectively to manage user privilege and access. We’ll also look at Amazon Virtual Private Cloud (VPC) and how to use it’s features to build security at the network access layer. After this session you should understand and be able to: Configure Users, Groups, and Roles to manage actions, Configure monitoring and logging to audit changes in your system, and Design your AWS network using VPC for security.
Elastic Load Balancing automatically distributes incoming application traffic across multiple Amazon EC2 instances for fault tolerance and load distribution. In this session, we go into detail about Elastic Load Balancing's configuration and day-to-day management, as well as its use in conjunction with Auto Scaling. We explain how to make decisions about the service and share best practices and useful tips for success.
Learn best practices for architecting fully available and scalable Microsoft solutions and environments on AWS. Find out how Microsoft solutions can leverage various AWS services to achieve more resiliency, replace unnecessary complexity, simplify architecture, provide scalability, introduce DevOps concepts, automation, and repeatability. Plan authentication and authorization, various hybrid scenarios with other cloud environment and on premise solutions/infrastructure. Learn about common architecture patterns for Active Directory and business productivity solutions like SharePoint, Exchange and Skype for Business, also common scenarios for SQL deployments and System Center.
Technical 201: Moving Enterprise Windows Workloads to AWS
The cloud is the new norm for organizations of all sizes. In this session you will learn how to create an entire Microsoft Enterprise environment in AWS that includes AWS Active Directory Service, Simple System Management (SSM) service, MS Exchange and SharePoint. These will further integrate with new end user productivity services such as AWS WorkSpaces, AWS WorkDocs, and AWS WorkMail.
Speaker: Dr Peter Stanski, Solutions Architect, Amazon Web Services
Hybrid Infrastructure Integration is an approach to connect on-premises IT resources with AWS and bridge processes, services, and technologies used in common enterprise customer environments. This session addresses connectivity patterns, security controls, account governance, and operations monitoring approaches successfully implemented in enterprise engagements. Infrastructure architects and IT professionals can get an overview of various integration types, approaches, methodologies, and common service patterns, helping them to better understand and overcome typical challenges in hybrid enterprise environments.
(SEC307) A Progressive Journey Through AWS IAM Federation OptionsAmazon Web Services
AWS Identity and Access Management (IAM) offers a continuum of interfaces and configuration options that enables customers to integrate their unique organizational identity structure and operational processes to the AWS platform. In this session we will evaluate the progressive journey of federation options that most customers go through as they widen their integration with IAM. This will include best practices, lessons learned from the field, and examples of actual customer implementations, covering technologies such as SAML, LDAP, and custom identity brokers.
Mobile App development is very popular today and cloud provides a highly scalable and available backend for mobile apps. In this session, we will introduce how to use AWS services include Lambda, DynamoDB, Cognito, Mobile Analytics and SNS, to create a serverless location aware mobile app.
This session introduces Lambda@Edge, a new AWS Lambda feature that allows developers to perform simple computations at AWS edge locations in response to CloudFront events. This will be of interest to developers who want to build low-latency, customized web experiences. We cover product functionality and details of the programming model, and we walk through potential use cases.
Join ClearScale and AWS to learn how the San Jose Water Company worked with ClearScale to leverage Docker and the latest AWS DevOps tools including Amazon ECS, Amazon EC2 Container Registry (ECR) and AWS CodePipeline, to deliver new app features faster, with lower overhead. Gaining a competitive edge in the modern business landscape often depends on delivering apps with small, quick changes that create faster time-to-market, with focused value for the end customer. Successful companies adopt a DevOps model that automates continuous app delivery and may use a software containerization platform, both to accelerate releases and reduce risk. ClearScale is an AWS DevOps Premier Consulting Partner that helps decrease your time to market, governance and compliance risks, and lower your operational costs.
Join us to learn:
• The advantages of DevOps on AWS, using the latest AWS tools and Docker
• Best practices to design and deploy containers on AWS, based on experiences of the San Jose Water Company
• Learn from ClearScale experts about proven automation techniques for DevOps on AWS
Who should attend: CTOs, CIOs, CISOs, VPs of Engineering, VPs of Development, Business Development Directors, Senior Development Managers, Senior Architects, Business Development Managers
Learn about the Amazon made to a service-oriented architecture over a decade ago and an introduction to AWS CodeCommit, AWS CodePipeline, and AWS CodeDeploy, three new services born out of Amazon's internal DevOps experience.
DevOps on AWS: Deep Dive on Continuous Delivery and the AWS Developer ToolsAmazon Web Services
Today’s cutting-edge companies have software release cycles measured in days instead of months. This agility is enabled by the DevOps practice of continuous delivery, which automates building, testing, and deploying all code changes. This automation helps you catch bugs sooner and accelerates developer productivity. In this session, we’ll share the processes that Amazon’s engineers use to practice DevOps and discuss how you can bring these processes to your company by using a new set of AWS tools (AWS CodePipeline and AWS CodeDeploy). These services were inspired by Amazon's own internal developer tools and DevOps culture.
Intrusion Detection in the Cloud (SEC402) | AWS re:Invent 2013Amazon Web Services
For businesses running entirely on AWS, your AWS account is one of your most critical assets. Just as you might run an intrusion detection system in your on-premises network, you should monitor activity in your account to detect abnormal behavior. This session walks you through leveraging unique capabilities provided within AWS that enable you to detect and respond to changes in your environment.
Learn how you can achieve a sophisticated level of standardization, configuration compliance, and monitoring using a combination of AWS Service Catalog, AWS Config, and AWS CloudTrail.
With AWS Lambda, you can easily build scalable microservices for mobile, web, and IoT applications or respond to events from other AWS services without managing infrastructure. In this session, you’ll see demonstrations and hear more about newly launched features. We’ll show you how to use Lambda to build web, mobile, or IoT backends and voice-enabled apps, and we'll show you how to extend both AWS and third party services by triggering Lambda functions. We’ll also provide productivity and performance tips for getting the most out of your Lambda functions and show how cloud native architectures use Lambda to eliminate “cold servers” and excess capacity without sacrificing scalability or responsiveness.
Learn how to use AWS services to automate manual tasks, help teams manage complex environments at scale, and keep engineers in control of the high velocity that is enabled by DevOps. In this session, we will provide an overview of the various AWS development and deployment services and when best to use them. We will show how to build a fully automated infrastructure and software delivery pipeline with AWS CodePipeline, AWS CodeBuild, AWS CloudFormation and AWS CodeDeploy. At the end of the session, a GitHub repository of AWS CloudFormation templates will be provided so you can quickly deploy the same pipeline to your AWS account(s).
AWS offers a comprehensive suite of products and services for video game developers across every major platform.. From AAA console and PC games, to educational and serious games, AWS provides the back end servers and hosting services for your game studio. Build, deploy, distribute, analyze and monetize with AWS. Pay as you go, and only pay for what you use. Focus on your game, not your infrastructure. Join this session to learn more about how games studios and operators use the AWS cloud to support their titles. We will also dive deep into the recently announced Amazon Lumberyard and Gamelift services and explore the technical features of these services and the resources available to help game developers get started building their next creations with on AWS.
A day in the life of a billion packets - AWS Summit Cape Town 2017Amazon Web Services
In this session, we will walk through the Amazon VPC network presentation and describe the problems we were trying to solve when we created it. Next, we will discuss how these problems are traditionally solved, and why those solutions are not scalable, inexpensive, or secure enough for AWS. Finally, we will provide an overview of the solution that we've implemented and discuss some of the unique mechanisms that we use to ensure customer isolation, get packets into and out of the network, and support new features like VPC endpoints.
AWS Speaker: Steve Seymour, Solution Architect - Amazon Web Services
Customer Speaker: Kim Edwards – Network Engineering, Absa
AWS re:Invent 2016: From Monolithic to Microservices: Evolving Architecture P...Amazon Web Services
Gilt, a global e-commerce company, implemented a sophisticated microservices architecture on AWS to handle millions of customers visiting their site at noon every day. The microservices architecture pattern enables independent service scaling, faster deployments, better fault isolation, and graceful degradation. In this session, Emerson Loureiro, Sr. Software Engineer at Gilt, will share Gilt's experiences and lessons learned during their evolution from a single monolithic Rails application in a traditional data center to more than 300 Scala/Java microservices deployed in the cloud. Derek Chiles, AWS Solutions Architect, will review best practices and recommended architectures for deploying microservices on AWS.
This overview presentation discusses big data challenges and provides an overview of the AWS Big Data Platform by covering:
- How AWS customers leverage the platform to manage massive volumes of data from a variety of sources while containing costs.
- Reference architectures for popular use cases, including, connected devices (IoT), log streaming, real-time intelligence, and analytics.
- The AWS big data portfolio of services, including, Amazon S3, Kinesis, DynamoDB, Elastic MapReduce (EMR), and Redshift.
- The latest relational database engine, Amazon Aurora— a MySQL-compatible, highly-available relational database engine, which provides up to five times better performance than MySQL at one-tenth the cost of a commercial database.
Created by: Rahul Pathak,
Sr. Manager of Software Development
Get that Corner Office with Angular 2 and ElectronLukas Ruebbelke
These are the slides from my workshop at ng-conf 2016 on Angular 2 and Electron. Pull down the demo repository and work through the branches. Check out http://onehungrymind.com/ for additional resources.
AWS Summit Auckland -Key steps for Setting up your AWS Journey For SuccessAmazon Web Services
This document outlines key steps for setting up an AWS environment for success. It discusses planning both business and technical aspects, laying the foundation with best practices around accounts, billing, security and service limits. It also covers building first workloads, engaging experts for partnering and support, and optimizing costs and usage through the right people, processes, and tooling. The presentation provides examples from Fairfax Media NZ's cloud journey and emphasizes that cloud adoption is an ongoing evolution.
Thinking through how you want to run Microsoft Windows Server and application workloads on AWS is straightforward, when you have a game plan. Understanding which service to leverage– like Amazon EC2, Amazon RDS, and Directory Services to name a few – will accelerate the process further. There are also a number of new enhancements to help make things even easier. In this session we will walk through how to think about mapping to the various AWS services available so you can get your deployment or migration project off to the right start. Think of this session as the decoder ring between your on-premises deployment and what you can expect from the AWS cloud for your Microsoft Windows Server and applications.
Application Delivery on Amazon Web Services for DevelopersAmazon Web Services
Application Delivery on Amazon Web Services for Developers
Every developer has gone through the frustration of creating new features, fixing bugs, or refactoring beautiful code, and then wait for it to reach the promise land of production. Come and learn how to get your changes in the hands of your customers with more speed, reliability, security and quality.
Speaker: Daniel Zoltak & Shiva Narayanaswamy, Solutions Architects, Amazon Web Services
This document provides an overview of Amazon Web Services storage and content delivery services, including Amazon Simple Storage Service (S3), Amazon Elastic Block Store (EBS), and Amazon CloudFront. It describes the core capabilities and use cases for each service. The key points are:
S3 provides scalable object storage and retrieval online. It has unlimited storage capacity and high durability. EBS offers persistent block level storage volumes for EC2 instances with consistent performance. CloudFront is a content delivery network (CDN) that caches and delivers content globally for websites and applications.
AWS provides a broad set of cloud computing services for compute, storage, databases, analytics, networking, developer tools, management tools, IoT, security and enterprise applications. The document highlights key metrics and growth rates for AWS, examples of how customers are innovating on AWS across industries, and new AWS services and capabilities. It also includes case studies of how large companies have migrated infrastructure and applications to AWS to achieve benefits like increased agility, reduced costs, simplified management and the ability to innovate faster.
This document provides an overview and introduction to using Windows workloads on Amazon EC2. It discusses AWS regions and availability zones, reference architectures including for SQL Server and Active Directory, developing on AWS for Windows using tools like AWS Toolkit for Visual Studio, licensing options like Dedicated Hosts that allow using existing Microsoft licenses, and demoing PowerShell for importing VMs. Technical resources are provided including quickstarts, whitepapers, videos and the upcoming re:Invent conference for the Windows track.
Getting Started with EC2 Spot - November 2016 Webinar SeriesAmazon Web Services
This document discusses how to save up to 90% on EC2 costs by using Spot Instances. It provides an overview of AWS EC2 pricing models including On-Demand, Reserved, and Spot Instances. It then focuses on best practices for using Spot Instances, such as using the Spot Bid Advisor, diversifying Spot Fleets across instance types and Availability Zones, and leveraging the two minute warning for Spot termination. Examples are given of customers saving 75-87% on their EC2 costs by using Spot Instances for batch processing, continuous integration, and real-time ad delivery workloads.
Add End User Sign-in, User Management, and Security to Your Mobile and Web Ap...Amazon Web Services
Amazon Cognito provides user authentication, authorization, and user management services for web and mobile applications. It allows adding user sign-up, sign-in and access management without having to build and maintain the backend infrastructure. Cognito supports user sign-in via social identity providers or corporate directories. It also provides multi-factor authentication and integrates with AWS services like API Gateway for authorization. Cognito can scale to support hundreds of millions of users.
Amazon QuickSight is a fast, cloud-powered business intelligence (BI) service that makes it easy to build visualizations, perform ad-hoc analysis, and quickly get business insights from your data. In this session, we demonstrate how you can point Amazon QuickSight to AWS data stores, flat files, or other third-party data sources and begin visualizing your data in minutes. We also introduce you to SPICE - a Super-fast, Parallel, In-memory, Calculation Engine in Amazon QuickSight, which performs advanced calculations and render visualizations rapidly without requiring any additional infrastructure, SQL programming, or dimensional modeling, so you can seamlessly scale to hundreds of thousands of users and petabytes of data. Lastly, you will see how Amazon QuickSight provides you with smart visualizations and graphs that are optimized for your different data types, to ensure the most suitable and appropriate visualization to conduct your analysis, and how to share these visualization stories using the built-in collaboration tools.
This document provides an overview of Amazon Athena, an interactive query service that allows users to analyze data directly from Amazon S3 using standard SQL. Key points include:
- Athena allows users to query data stored in S3 without having to load it into a separate data warehouse or Hadoop cluster. It uses standard SQL and is serverless, requiring no infrastructure management.
- Customers can analyze large amounts of data stored in S3 for analytics without having to move or preprocess the data first. Athena supports a variety of file formats and is easy to use via the AWS console or JDBC/ODBC drivers.
- The demonstration shows how to use Athena to analyze Amazon ELB access
Curious about AWS Mobile Services and latest updates? Attend this session for a deep dive on recent updates to AWS Mobile Services aimed at helping you build scalable, reliable, and feature-rich mobile apps. We’ll dig into the new features and discuss the relevant use cases. Specifically, we will cover the following releases: Amazon Cognito Your User Pools - Add sign-up and sign-on to your mobile apps, Amazon Simple Notification Service Global SMS - Send SMS messages to phone numbers in 200+ countries, and AWS Device Farm Remote Access - Gesture, swipe, and interact with iOS and Android devices in real time, directly from your web browser.
AWS re:Invent 2016: Building and Growing a Successful AWS User Group (DCS203)Amazon Web Services
Our panel of experts lead AWS user groups in San Francisco, Yokohama, Munich, and Shanghai. In this session they share the stories behind how their groups began, list best practices for sustaining a technical meetup over time, and offer advice for AWS enthusiasts who are considering starting up a new user group in their city.
Build a Text Enabled Keg-orator Robot with Alexa, AWS IoT & AWS LambdaAmazon Web Services
Learn how to build a text enabled robot that will take your beer order, serve your pint, and notify you when it is ready, all while keeping an eye on your consumption so that you wake up on time the next morning. In this demo-heavy workshop, we will use the Zipwhip Texterator as the platform on which we will show you how to use Alexa, AWS Lambda, and AWS IoT to build the ultimate beer serving device.
AWS DevDay San Francisco, June 21, 2016.
Presenter: John Rotach, SDE, AWS IoT
This session will begin with an introduction to non-relational (NoSQL) databases and compare them with relational (SQL) databases. We will also explain the fundamentals of Amazon DynamoDB, a fully managed NoSQL database service. Learn the fundamentals of DynamoDB and see the new DynamoDB console first-hand as we discuss common use cases and benefits of this high-performance key-value and JSON document store.
AWS re:Invent 2016: Case Study: How Startups Like Smartsheet and Quantcast Ac...Amazon Web Services
Startups around the world use AWS services to access the power of the cloud to grow faster and more cost effectively. In this session, Smartsheet talks about how they were able to cost-effectively build their prototype for scale and avoid replatforming at different points in the adoption curve, and Quantcast discusses how they are running a high-performance analytics solution on AWS. They provide several tips and tricks for S3, and show how they removed a traditional MySQL data store from a distributed-image hosting application so that the only required data store is S3. They also show how to avoid common, cumbersome database practices by working with the eventually consistent nature of S3 objects and the fact that objects and directories share the same namespace.
This document summarizes a presentation about new features of AWS Lambda and serverless applications. It discusses capabilities of serverless platforms, CI/CD pipelines for serverless apps using CodePipeline and CodeBuild, environment variables for Lambda functions, and the AWS Serverless Application Model (SAM) for describing serverless apps. It also covers new Lambda features like dead letter queues, .NET Core support, and X-Ray for tracing serverless apps. Demos show packaging apps with SAM and serverless CI/CD pipelines.
This document outlines the modules in an AWS training course. The course teaches students foundational AWS services like EC2, VPC, S3, and EBS, as well as security, databases, and management tools. The modules cover an introduction to AWS history and services, foundational compute, network and storage services, security and access management, databases, and management tools.
Divide and conquer for agility and scalability: An introduction to MicroservicesAmazon Web Services
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To tackle complexity and change, AWS customers are increasingly evolving their architectures from monoliths towards microservices, and benefiting from increased agility, simplified scalability, resiliency, and faster deployments. However, microservices also introduce new technical challenges. In this session, we'll provide an introduction and overview of the benefits and challenges of micrososervices, and share best practices for architecting and deploying microservices on AWS."
This document provides an overview of a presentation on microservices. The presentation includes sections on evolving from monolithic architectures to microservices, principles of microservices like loose coupling and single responsibility, and an example of building a simple microservice. The document lists the expected sections of the presentation.
Introduction to Microservices by Jim Tran, Principal Solutions Architect, AWSAmazon Web Services
This document discusses architecting microservices on AWS. It begins by outlining challenges with monolithic software architectures like long build/test/release cycles and difficulty scaling. It then introduces microservices as a way to decompose applications into independently deployable services. Key principles for microservices include having services communicate over APIs, using the right data store for each service's needs, securing services through defense-in-depth, and collaborating as good ecosystem citizens. The document provides examples of implementing a sample restaurant microservice on AWS using Lambda, API Gateway, DynamoDB, and other services. It emphasizes that microservices require not just technical changes but organizational transformation as well.
Microservices architectures are changing the way that organizations build their applications and infrastructure. Companies can now achieve new levels of scale and efficiency by disaggregating their large, monolithic applications into small, independent “micro services”, each of which perform different functions. In this session, we’ll introduce the concept of microservices, help you evaluate whether your organization is ready for microservices, and discuss methods for implementing these architectures. We’ll also cover topics such as using API gateways, enabling self-service infrastructure provisioning, and ways to manage your microservices.
Container Days: Architecting Modern Apps on AWSTara Walker
This document provides an overview of architecting modern applications on AWS using microservices. It discusses evolving from monolithic architectures to microservices by breaking applications into smaller, independent services. Key principles of microservices architectures are described, including services relying only on public APIs, using the right tools for the job, securing services, being a good citizen in the ecosystem through monitoring and documentation, and addressing organizational transformation. Specific AWS services for building microservices are also covered, such as API Gateway, Lambda, EC2, ECS, DynamoDB, and others. The document aims to help architects modernize applications on AWS.
Microservices architectures are changing the way that organizations build their applications and infrastructure. Companies can now achieve new levels of scale and efficiency by disaggregating their large, monolithic applications into small, independent “micro services”, each of which perform different functions. In this session, we’ll introduce the concept of microservices, help you evaluate whether your organization is ready for microservices, and discuss methods for implementing these architectures.
This document provides an introduction to microservices. It begins by outlining the challenges of monolithic architecture such as long build/release cycles and difficulty scaling. It then introduces microservices as a way to decompose monolithic applications into independently deployable services. Key benefits of microservices include improved agility, scalability, and innovation. The document discusses microservice design principles like communicating over APIs, using the right tools for each service, securing services, and being a good citizen in the ecosystem. It provides examples of how to implement a restaurant microservice using AWS services like API Gateway, Lambda, DynamoDB and containers.
Kevin Huang: AWS San Francisco Startup Day, 9/7/17
Architecture: When, how, and if to adopt microservices - Microservices are not for everyone! If you're a small shop, a monolith provides a great amount of value and reduces the complexities involved. However as your company grows, this monolith becomes more difficult to maintain. We’ll look at how microservices allow you to easily deploy and debug atomic pieces of infrastructure which allows for increased velocity in reliable, tested, and consistent deploys. We’ll look into key metrics you can use to identify the right time to begin the transition from monolith to microservices.
Start Up Austin 2017: If How and When to Adopt MicroservicesAmazon Web Services
Monolith architectures can work well for early-stage startups but begin to struggle as applications and companies grow larger. Microservices architectures break applications into smaller, independently deployable services that communicate over well-defined APIs. This improves scalability, innovation, and agility by allowing teams to work independently and update services without disrupting others. When adopting microservices, services should only rely on each other's public APIs, use the right data store for each service's needs, implement security best practices, and cooperate as good ecosystem citizens.
AWS STARTUP DAY 2018 I If, how and when to adopt microservicesAWS Germany
The document discusses adopting a microservices architecture and provides guidance on when and how to transition from a monolithic architecture. It notes that monoliths can work well for simple applications but don't scale as the application and company grow. It then outlines some of the challenges of monolithic architectures including long development cycles and difficulty adding new features. The document introduces microservices as a way to decompose an application into smaller, independent services. It provides examples of microservice anatomy and principles for designing microservices including using appropriate tools, secure service communication, and being considerate within the ecosystem. Finally, it acknowledges that transitioning to microservices is a journey that requires planning and coordination.
The document discusses microservices and principles for designing services. It describes that microservices advocate creating a system from small, isolated services that each own their data and are scalable and resilient. It outlines four principles: [1] services only rely on each other's public APIs; [2] using the right tool for the job; [3] securing services with defense-in-depth; and [4] being collaborative within the ecosystem.
This document summarizes an upcoming presentation on architecting microservices on AWS. The presentation will:
- Review microservices architecture and how it differs from monolithic and service-oriented architectures.
- Cover key microservices design principles like independent deployment of services that communicate via APIs and using the right tools for each job.
- Provide example design patterns for implementing microservices on AWS using services like EC2, ECS, Lambda, API Gateway and more.
- Include a demo of microservices on AWS.
- Conclude with a question and answer session.
Chris Munns takes us on a journey to Innovation. He presents AWS' latest and greatest announcements with a particular focus on Serverless - Amazon Lambda, and Automation - AWS Step Functions. Presented in Montreal at the AWS Innovate event.
DevOps helps enterprise transform. The Amazon transformation to DevOps was born out of the desire to be even more customer obsessed, more agile, and more innovative. Come and learn from our journey and the lessons we learned.
Microservices are not for everyone! If you're a small shop, a monolith provides a great amount of value and reduces the complexities involved. However as your company grows, this monolith becomes more difficult to maintain. We’ll look at how microservices allow you to easily deploy and debug atomic pieces of infrastructure which allows for increased velocity in reliable, tested, and consistent deploys. We’ll look into key metrics you can use to identify the right time to begin the transition from monolith to microservices.
Igor Moochnick is the director of cloud platforms at BlueMetal Architects. BlueMetal provides services focused on creative and interactive services, mobile applications, web and RIA clients, and enterprise collaboration using platforms like Apple, Amazon, Microsoft, and open source software. BlueMetal prioritizes deep discovery of customer needs, agile development with small integrated teams, and delivering end-to-end solutions through their engineering and creative capabilities.
AWS Summit Singapore Webinar Edition | More Containers, Less Operations & Mig...Amazon Web Services
Microservices are an architectural approach where software is composed of small, independent services that communicate over well-defined APIs. Containers provide an ideal way to package and run microservices. Amazon ECS and Fargate provide fully managed container orchestration services to deploy and manage containerized microservices on AWS. ECS integrates with services like Route 53 for service discovery and load balancers for networking microservices. This allows building scalable and resilient applications composed of independent microservices.
The document provides an overview of Agile, DevOps and Cloud Management from a security, risk management and audit compliance perspective. It discusses how the IT industry paradigm is shifting towards microservices, containers, continuous delivery and cloud platforms. DevOps is described as development and operations engineers participating together in the entire service lifecycle. Key differences in DevOps include changes to configuration management, release and change management, and event monitoring. Factors for DevOps success include culture, collaboration, eliminating waste, unified processes, tooling and automation.
Operating Microservices at Hyperscale — Tech in Asia PDC 2019Donnie Prakoso
Presented at Tech in Asia PDC 2019 in Jakarta.
Most developers today are adopting a microservices based application design. Microservices can provide higher system reliability, fine-grained scalability, and faster development cycles. At hyperscale (thousands to millions of requests per second), however, additional thought, careful design, and greater operational rigor are required. In this session, learn fundamental design principles and best practices for hyperscale applications.
Reference architectures shows a microservices deployed to KubernetesRakesh Gujjarlapudi
The document discusses microservices architecture on Kubernetes. It describes microservices as minimal, independently deployable services that interact to provide broader functionality. It contrasts this with monolithic applications. It then covers key aspects of microservices like ownership, tradeoffs compared to traditional applications, common adoption cases, and differences from SOA. It provides a reference architecture diagram for microservices on Kubernetes including components like ingress, services, CI/CD pipelines, container registry, and data stores. It also discusses design considerations for Kubernetes microservices including using Kubernetes services for service discovery and load balancing, and using an API gateway for routing between clients and services.
Similar to Microservices on AWS: Divide & Conquer for Agility and Scalability (20)
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...Amazon Web Services
Il Forecasting è un processo importante per tantissime aziende e viene utilizzato in vari ambiti per cercare di prevedere in modo accurato la crescita e distribuzione di un prodotto, l’utilizzo delle risorse necessarie nelle linee produttive, presentazioni finanziarie e tanto altro. Amazon utilizza delle tecniche avanzate di forecasting, in parte questi servizi sono stati messi a disposizione di tutti i clienti AWS.
In questa sessione illustreremo come pre-processare i dati che contengono una componente temporale e successivamente utilizzare un algoritmo che a partire dal tipo di dato analizzato produce un forecasting accurato.
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...Amazon Web Services
La varietà e la quantità di dati che si crea ogni giorno accelera sempre più velocemente e rappresenta una opportunità irripetibile per innovare e creare nuove startup.
Tuttavia gestire grandi quantità di dati può apparire complesso: creare cluster Big Data su larga scala sembra essere un investimento accessibile solo ad aziende consolidate. Ma l’elasticità del Cloud e, in particolare, i servizi Serverless ci permettono di rompere questi limiti.
Vediamo quindi come è possibile sviluppare applicazioni Big Data rapidamente, senza preoccuparci dell’infrastruttura, ma dedicando tutte le risorse allo sviluppo delle nostre le nostre idee per creare prodotti innovativi.
Ora puoi utilizzare Amazon Elastic Kubernetes Service (EKS) per eseguire pod Kubernetes su AWS Fargate, il motore di elaborazione serverless creato per container su AWS. Questo rende più semplice che mai costruire ed eseguire le tue applicazioni Kubernetes nel cloud AWS.In questa sessione presenteremo le caratteristiche principali del servizio e come distribuire la tua applicazione in pochi passaggi
Vent'anni fa Amazon ha attraversato una trasformazione radicale con l'obiettivo di aumentare il ritmo dell'innovazione. In questo periodo abbiamo imparato come cambiare il nostro approccio allo sviluppo delle applicazioni ci ha permesso di aumentare notevolmente l'agilità, la velocità di rilascio e, in definitiva, ci ha consentito di creare applicazioni più affidabili e scalabili. In questa sessione illustreremo come definiamo le applicazioni moderne e come la creazione di app moderne influisce non solo sull'architettura dell'applicazione, ma sulla struttura organizzativa, sulle pipeline di rilascio dello sviluppo e persino sul modello operativo. Descriveremo anche approcci comuni alla modernizzazione, compreso l'approccio utilizzato dalla stessa Amazon.com.
Come spendere fino al 90% in meno con i container e le istanze spot Amazon Web Services
L’utilizzo dei container è in continua crescita.
Se correttamente disegnate, le applicazioni basate su Container sono molto spesso stateless e flessibili.
I servizi AWS ECS, EKS e Kubernetes su EC2 possono sfruttare le istanze Spot, portando ad un risparmio medio del 70% rispetto alle istanze On Demand. In questa sessione scopriremo insieme quali sono le caratteristiche delle istanze Spot e come possono essere utilizzate facilmente su AWS. Impareremo inoltre come Spreaker sfrutta le istanze spot per eseguire applicazioni di diverso tipo, in produzione, ad una frazione del costo on-demand!
In recent months, many customers have been asking us the question – how to monetise Open APIs, simplify Fintech integrations and accelerate adoption of various Open Banking business models. Therefore, AWS and FinConecta would like to invite you to Open Finance marketplace presentation on October 20th.
Event Agenda :
Open banking so far (short recap)
• PSD2, OB UK, OB Australia, OB LATAM, OB Israel
Intro to Open Finance marketplace
• Scope
• Features
• Tech overview and Demo
The role of the Cloud
The Future of APIs
• Complying with regulation
• Monetizing data / APIs
• Business models
• Time to market
One platform for all: a Strategic approach
Q&A
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...Amazon Web Services
Per creare valore e costruire una propria offerta differenziante e riconoscibile, le startup di successo sanno come combinare tecnologie consolidate con componenti innovativi creati ad hoc.
AWS fornisce servizi pronti all'utilizzo e, allo stesso tempo, permette di personalizzare e creare gli elementi differenzianti della propria offerta.
Concentrandoci sulle tecnologie di Machine Learning, vedremo come selezionare i servizi di intelligenza artificiale offerti da AWS e, anche attraverso una demo, come costruire modelli di Machine Learning personalizzati utilizzando SageMaker Studio.
OpsWorks Configuration Management: automatizza la gestione e i deployment del...Amazon Web Services
Con l'approccio tradizionale al mondo IT per molti anni è stato difficile implementare tecniche di DevOps, che finora spesso hanno previsto attività manuali portando di tanto in tanto a dei downtime degli applicativi interrompendo l'operatività dell'utente. Con l'avvento del cloud, le tecniche di DevOps sono ormai a portata di tutti a basso costo per qualsiasi genere di workload, garantendo maggiore affidabilità del sistema e risultando in dei significativi miglioramenti della business continuity.
AWS mette a disposizione AWS OpsWork come strumento di Configuration Management che mira ad automatizzare e semplificare la gestione e i deployment delle istanze EC2 per mezzo di workload Chef e Puppet.
Scopri come sfruttare AWS OpsWork a garanzia e affidabilità del tuo applicativo installato su Instanze EC2.
Microsoft Active Directory su AWS per supportare i tuoi Windows WorkloadsAmazon Web Services
Vuoi conoscere le opzioni per eseguire Microsoft Active Directory su AWS? Quando si spostano carichi di lavoro Microsoft in AWS, è importante considerare come distribuire Microsoft Active Directory per supportare la gestione, l'autenticazione e l'autorizzazione dei criteri di gruppo. In questa sessione, discuteremo le opzioni per la distribuzione di Microsoft Active Directory su AWS, incluso AWS Directory Service per Microsoft Active Directory e la distribuzione di Active Directory su Windows su Amazon Elastic Compute Cloud (Amazon EC2). Trattiamo argomenti quali l'integrazione del tuo ambiente Microsoft Active Directory locale nel cloud e l'utilizzo di applicazioni SaaS, come Office 365, con AWS Single Sign-On.
Dal riconoscimento facciale al riconoscimento di frodi o difetti di fabbricazione, l'analisi di immagini e video che sfruttano tecniche di intelligenza artificiale, si stanno evolvendo e raffinando a ritmi elevati. In questo webinar esploreremo le possibilità messe a disposizione dai servizi AWS per applicare lo stato dell'arte delle tecniche di computer vision a scenari reali.
Amazon Web Services e VMware organizzano un evento virtuale gratuito il prossimo mercoledì 14 Ottobre dalle 12:00 alle 13:00 dedicato a VMware Cloud ™ on AWS, il servizio on demand che consente di eseguire applicazioni in ambienti cloud basati su VMware vSphere® e di accedere ad una vasta gamma di servizi AWS, sfruttando a pieno le potenzialità del cloud AWS e tutelando gli investimenti VMware esistenti.
Molte organizzazioni sfruttano i vantaggi del cloud migrando i propri carichi di lavoro Oracle e assicurandosi notevoli vantaggi in termini di agilità ed efficienza dei costi.
La migrazione di questi carichi di lavoro, può creare complessità durante la modernizzazione e il refactoring delle applicazioni e a questo si possono aggiungere rischi di prestazione che possono essere introdotti quando si spostano le applicazioni dai data center locali.
Crea la tua prima serverless ledger-based app con QLDB e NodeJSAmazon Web Services
Molte aziende oggi, costruiscono applicazioni con funzionalità di tipo ledger ad esempio per verificare lo storico di accrediti o addebiti nelle transazioni bancarie o ancora per tenere traccia del flusso supply chain dei propri prodotti.
Alla base di queste soluzioni ci sono i database ledger che permettono di avere un log delle transazioni trasparente, immutabile e crittograficamente verificabile, ma sono strumenti complessi e onerosi da gestire.
Amazon QLDB elimina la necessità di costruire sistemi personalizzati e complessi fornendo un database ledger serverless completamente gestito.
In questa sessione scopriremo come realizzare un'applicazione serverless completa che utilizzi le funzionalità di QLDB.
Con l’ascesa delle architetture di microservizi e delle ricche applicazioni mobili e Web, le API sono più importanti che mai per offrire agli utenti finali una user experience eccezionale. In questa sessione impareremo come affrontare le moderne sfide di progettazione delle API con GraphQL, un linguaggio di query API open source utilizzato da Facebook, Amazon e altro e come utilizzare AWS AppSync, un servizio GraphQL serverless gestito su AWS. Approfondiremo diversi scenari, comprendendo come AppSync può aiutare a risolvere questi casi d’uso creando API moderne con funzionalità di aggiornamento dati in tempo reale e offline.
Inoltre, impareremo come Sky Italia utilizza AWS AppSync per fornire aggiornamenti sportivi in tempo reale agli utenti del proprio portale web.
Database Oracle e VMware Cloud™ on AWS: i miti da sfatareAmazon Web Services
Molte organizzazioni sfruttano i vantaggi del cloud migrando i propri carichi di lavoro Oracle e assicurandosi notevoli vantaggi in termini di agilità ed efficienza dei costi.
La migrazione di questi carichi di lavoro, può creare complessità durante la modernizzazione e il refactoring delle applicazioni e a questo si possono aggiungere rischi di prestazione che possono essere introdotti quando si spostano le applicazioni dai data center locali.
In queste slide, gli esperti AWS e VMware presentano semplici e pratici accorgimenti per facilitare e semplificare la migrazione dei carichi di lavoro Oracle accelerando la trasformazione verso il cloud, approfondiranno l’architettura e dimostreranno come sfruttare a pieno le potenzialità di VMware Cloud ™ on AWS.
1) The document discusses building a minimum viable product (MVP) using Amazon Web Services (AWS).
2) It provides an example of an MVP for an omni-channel messenger platform that was built from 2017 to connect ecommerce stores to customers via web chat, Facebook Messenger, WhatsApp, and other channels.
3) The founder discusses how they started with an MVP in 2017 with 200 ecommerce stores in Hong Kong and Taiwan, and have since expanded to over 5000 clients across Southeast Asia using AWS for scaling.
This document discusses pitch decks and fundraising materials. It explains that venture capitalists will typically spend only 3 minutes and 44 seconds reviewing a pitch deck. Therefore, the deck needs to tell a compelling story to grab their attention. It also provides tips on tailoring different types of decks for different purposes, such as creating a concise 1-2 page teaser, a presentation deck for pitching in-person, and a more detailed read-only or fundraising deck. The document stresses the importance of including key information like the problem, solution, product, traction, market size, plans, team, and ask.
This document discusses building serverless web applications using AWS services like API Gateway, Lambda, DynamoDB, S3 and Amplify. It provides an overview of each service and how they can work together to create a scalable, secure and cost-effective serverless application stack without having to manage servers or infrastructure. Key services covered include API Gateway for hosting APIs, Lambda for backend logic, DynamoDB for database needs, S3 for static content, and Amplify for frontend hosting and continuous deployment.
This document provides tips for fundraising from startup founders Roland Yau and Sze Lok Chan. It discusses generating competition to create urgency for investors, fundraising in parallel rather than sequentially, having a clear fundraising narrative focused on what you do and why it's compelling, and prioritizing relationships with people over firms. It also notes how the pandemic has changed fundraising, with examples of deals done virtually during this time. The tips emphasize being fully prepared before fundraising and cultivating connections with investors in advance.
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...Amazon Web Services
This document discusses Amazon's machine learning services for building conversational interfaces and extracting insights from unstructured text and audio. It describes Amazon Lex for creating chatbots, Amazon Comprehend for natural language processing tasks like entity extraction and sentiment analysis, and how they can be used together for applications like intelligent call centers and content analysis. Pre-trained APIs simplify adding machine learning to apps without requiring ML expertise.
Amazon Elastic Container Service (Amazon ECS) è un servizio di gestione dei container altamente scalabile, che semplifica la gestione dei contenitori Docker attraverso un layer di orchestrazione per il controllo del deployment e del relativo lifecycle. In questa sessione presenteremo le principali caratteristiche del servizio, le architetture di riferimento per i differenti carichi di lavoro e i semplici passi necessari per poter velocemente migrare uno o più dei tuo container.
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
Skybuffer SAM4U tool for SAP license adoptionTatiana Kojar
Manage and optimize your license adoption and consumption with SAM4U, an SAP free customer software asset management tool.
SAM4U, an SAP complimentary software asset management tool for customers, delivers a detailed and well-structured overview of license inventory and usage with a user-friendly interface. We offer a hosted, cost-effective, and performance-optimized SAM4U setup in the Skybuffer Cloud environment. You retain ownership of the system and data, while we manage the ABAP 7.58 infrastructure, ensuring fixed Total Cost of Ownership (TCO) and exceptional services through the SAP Fiori interface.
5th LF Energy Power Grid Model Meet-up SlidesDanBrown980551
5th Power Grid Model Meet-up
It is with great pleasure that we extend to you an invitation to the 5th Power Grid Model Meet-up, scheduled for 6th June 2024. This event will adopt a hybrid format, allowing participants to join us either through an online Mircosoft Teams session or in person at TU/e located at Den Dolech 2, Eindhoven, Netherlands. The meet-up will be hosted by Eindhoven University of Technology (TU/e), a research university specializing in engineering science & technology.
Power Grid Model
The global energy transition is placing new and unprecedented demands on Distribution System Operators (DSOs). Alongside upgrades to grid capacity, processes such as digitization, capacity optimization, and congestion management are becoming vital for delivering reliable services.
Power Grid Model is an open source project from Linux Foundation Energy and provides a calculation engine that is increasingly essential for DSOs. It offers a standards-based foundation enabling real-time power systems analysis, simulations of electrical power grids, and sophisticated what-if analysis. In addition, it enables in-depth studies and analysis of the electrical power grid’s behavior and performance. This comprehensive model incorporates essential factors such as power generation capacity, electrical losses, voltage levels, power flows, and system stability.
Power Grid Model is currently being applied in a wide variety of use cases, including grid planning, expansion, reliability, and congestion studies. It can also help in analyzing the impact of renewable energy integration, assessing the effects of disturbances or faults, and developing strategies for grid control and optimization.
What to expect
For the upcoming meetup we are organizing, we have an exciting lineup of activities planned:
-Insightful presentations covering two practical applications of the Power Grid Model.
-An update on the latest advancements in Power Grid -Model technology during the first and second quarters of 2024.
-An interactive brainstorming session to discuss and propose new feature requests.
-An opportunity to connect with fellow Power Grid Model enthusiasts and users.
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...Tatiana Kojar
Skybuffer AI, built on the robust SAP Business Technology Platform (SAP BTP), is the latest and most advanced version of our AI development, reaffirming our commitment to delivering top-tier AI solutions. Skybuffer AI harnesses all the innovative capabilities of the SAP BTP in the AI domain, from Conversational AI to cutting-edge Generative AI and Retrieval-Augmented Generation (RAG). It also helps SAP customers safeguard their investments into SAP Conversational AI and ensure a seamless, one-click transition to SAP Business AI.
With Skybuffer AI, various AI models can be integrated into a single communication channel such as Microsoft Teams. This integration empowers business users with insights drawn from SAP backend systems, enterprise documents, and the expansive knowledge of Generative AI. And the best part of it is that it is all managed through our intuitive no-code Action Server interface, requiring no extensive coding knowledge and making the advanced AI accessible to more users.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/temporal-event-neural-networks-a-more-efficient-alternative-to-the-transformer-a-presentation-from-brainchip/
Chris Jones, Director of Product Management at BrainChip , presents the “Temporal Event Neural Networks: A More Efficient Alternative to the Transformer” tutorial at the May 2024 Embedded Vision Summit.
The expansion of AI services necessitates enhanced computational capabilities on edge devices. Temporal Event Neural Networks (TENNs), developed by BrainChip, represent a novel and highly efficient state-space network. TENNs demonstrate exceptional proficiency in handling multi-dimensional streaming data, facilitating advancements in object detection, action recognition, speech enhancement and language model/sequence generation. Through the utilization of polynomial-based continuous convolutions, TENNs streamline models, expedite training processes and significantly diminish memory requirements, achieving notable reductions of up to 50x in parameters and 5,000x in energy consumption compared to prevailing methodologies like transformers.
Integration with BrainChip’s Akida neuromorphic hardware IP further enhances TENNs’ capabilities, enabling the realization of highly capable, portable and passively cooled edge devices. This presentation delves into the technical innovations underlying TENNs, presents real-world benchmarks, and elucidates how this cutting-edge approach is positioned to revolutionize edge AI across diverse applications.
In the realm of cybersecurity, offensive security practices act as a critical shield. By simulating real-world attacks in a controlled environment, these techniques expose vulnerabilities before malicious actors can exploit them. This proactive approach allows manufacturers to identify and fix weaknesses, significantly enhancing system security.
This presentation delves into the development of a system designed to mimic Galileo's Open Service signal using software-defined radio (SDR) technology. We'll begin with a foundational overview of both Global Navigation Satellite Systems (GNSS) and the intricacies of digital signal processing.
The presentation culminates in a live demonstration. We'll showcase the manipulation of Galileo's Open Service pilot signal, simulating an attack on various software and hardware systems. This practical demonstration serves to highlight the potential consequences of unaddressed vulnerabilities, emphasizing the importance of offensive security practices in safeguarding critical infrastructure.
Salesforce Integration for Bonterra Impact Management (fka Social Solutions A...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on integration of Salesforce with Bonterra Impact Management.
Interested in deploying an integration with Salesforce for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
A Comprehensive Guide to DeFi Development Services in 2024Intelisync
DeFi represents a paradigm shift in the financial industry. Instead of relying on traditional, centralized institutions like banks, DeFi leverages blockchain technology to create a decentralized network of financial services. This means that financial transactions can occur directly between parties, without intermediaries, using smart contracts on platforms like Ethereum.
In 2024, we are witnessing an explosion of new DeFi projects and protocols, each pushing the boundaries of what’s possible in finance.
In summary, DeFi in 2024 is not just a trend; it’s a revolution that democratizes finance, enhances security and transparency, and fosters continuous innovation. As we proceed through this presentation, we'll explore the various components and services of DeFi in detail, shedding light on how they are transforming the financial landscape.
At Intelisync, we specialize in providing comprehensive DeFi development services tailored to meet the unique needs of our clients. From smart contract development to dApp creation and security audits, we ensure that your DeFi project is built with innovation, security, and scalability in mind. Trust Intelisync to guide you through the intricate landscape of decentralized finance and unlock the full potential of blockchain technology.
Ready to take your DeFi project to the next level? Partner with Intelisync for expert DeFi development services today!
Fueling AI with Great Data with Airbyte WebinarZilliz
This talk will focus on how to collect data from a variety of sources, leveraging this data for RAG and other GenAI use cases, and finally charting your course to productionalization.
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/
DLAU und die Lizenzen nach dem CCB- und CCX-Modell sind für viele in der HCL-Community seit letztem Jahr ein heißes Thema. Als Notes- oder Domino-Kunde haben Sie vielleicht mit unerwartet hohen Benutzerzahlen und Lizenzgebühren zu kämpfen. Sie fragen sich vielleicht, wie diese neue Art der Lizenzierung funktioniert und welchen Nutzen sie Ihnen bringt. Vor allem wollen Sie sicherlich Ihr Budget einhalten und Kosten sparen, wo immer möglich. Das verstehen wir und wir möchten Ihnen dabei helfen!
Wir erklären Ihnen, wie Sie häufige Konfigurationsprobleme lösen können, die dazu führen können, dass mehr Benutzer gezählt werden als nötig, und wie Sie überflüssige oder ungenutzte Konten identifizieren und entfernen können, um Geld zu sparen. Es gibt auch einige Ansätze, die zu unnötigen Ausgaben führen können, z. B. wenn ein Personendokument anstelle eines Mail-Ins für geteilte Mailboxen verwendet wird. Wir zeigen Ihnen solche Fälle und deren Lösungen. Und natürlich erklären wir Ihnen das neue Lizenzmodell.
Nehmen Sie an diesem Webinar teil, bei dem HCL-Ambassador Marc Thomas und Gastredner Franz Walder Ihnen diese neue Welt näherbringen. Es vermittelt Ihnen die Tools und das Know-how, um den Überblick zu bewahren. Sie werden in der Lage sein, Ihre Kosten durch eine optimierte Domino-Konfiguration zu reduzieren und auch in Zukunft gering zu halten.
Diese Themen werden behandelt
- Reduzierung der Lizenzkosten durch Auffinden und Beheben von Fehlkonfigurationen und überflüssigen Konten
- Wie funktionieren CCB- und CCX-Lizenzen wirklich?
- Verstehen des DLAU-Tools und wie man es am besten nutzt
- Tipps für häufige Problembereiche, wie z. B. Team-Postfächer, Funktions-/Testbenutzer usw.
- Praxisbeispiele und Best Practices zum sofortigen Umsetzen
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
Introduction of Cybersecurity with OSS at Code Europe 2024Hiroshi SHIBATA
I develop the Ruby programming language, RubyGems, and Bundler, which are package managers for Ruby. Today, I will introduce how to enhance the security of your application using open-source software (OSS) examples from Ruby and RubyGems.
The first topic is CVE (Common Vulnerabilities and Exposures). I have published CVEs many times. But what exactly is a CVE? I'll provide a basic understanding of CVEs and explain how to detect and handle vulnerabilities in OSS.
Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application.
I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.
Digital Marketing Trends in 2024 | Guide for Staying AheadWask
https://www.wask.co/ebooks/digital-marketing-trends-in-2024
Feeling lost in the digital marketing whirlwind of 2024? Technology is changing, consumer habits are evolving, and staying ahead of the curve feels like a never-ending pursuit. This e-book is your compass. Dive into actionable insights to handle the complexities of modern marketing. From hyper-personalization to the power of user-generated content, learn how to build long-term relationships with your audience and unlock the secrets to success in the ever-shifting digital landscape.
11. Challenges with monolithic software
Long
Build/Test/Release
Cycles
(who broke the build?)
Operations
is a nightmare
(module X is failing,
who’s the owner?)
Difficult to
scale
New releases
take months
Long time to add
new features
Architecture is
hard to maintain
and evolve
Lack of innovation
Frustrated customers
Lack of agility
12. Challenges with monolithic software
Long
Build/Test/Release
Cycles
(who broke the build?)
Operations
is a nightmare
(module X is failing,
who’s the owner?)
Difficult to
scale
New releases
take months
Long time to add
new features
Architecture is
hard to maintain
and evolve
Lack of innovation
Frustrated customers
Lack of agility
13. Challenges with monolithic software
Long
Build/Test/Release
Cycles
(who broke the build?)
Operations
is a nightmare
(module X is failing,
who’s the owner?)
Difficult to
scale
New releases
take months
Long time to add
new features
Architecture is
hard to maintain
and evolve
Lack of innovation
Frustrated customers
Lack of agility
14. “20080219BonMorningDSC_0022B” by Sunphol Sorakul . No alterations other than cropping. https://www.flickr.com/photos/83424882@N00/3483881705/
Image used with permissions under Creative Commons license 2.0, Attribution Generic License (https://creativecommons.org/licenses/by/2.0/)
15. Monolith development lifecycle
releasetestbuild
delivery pipeline
app
(aka the“monolith”)developers
Photo by Sage Ross. No alterations other than cropping. https://www.flickr.com/photos/ragesoss/2931770125/
Image used with permissions under Creative Commons license 2.0, Attribution Generic License (https://creativecommons.org/licenses/by/2.0/)
19. Evolving towards microservices
“IMG_1760” by Robert Couse-Baker. No alterations other than cropping. https://www.flickr.com/photos/29233640@N07/14859431605/
Image used with permissions under Creative Commons license 2.0, Attribution Generic License (https://creativecommons.org/licenses/by/2.0/)
20. “IMG_1760” by Robert Couse-Baker. No alterations other than cropping. https://www.flickr.com/photos/29233640@N07/14859431605/
Image used with permissions under Creative Commons license 2.0, Attribution Generic License (https://creativecommons.org/licenses/by/2.0/)
25. “service-oriented
architecture
composed of
loosely coupled
elements
that have
bounded contexts”
Adrian Cockcroft (former Cloud Architect at Netflix,
now Technology Fellow at Battery Ventures)
You can update the services
independently; updating
one service doesn’t require
changing any other services.
26. “service-oriented
architecture
composed of
loosely coupled
elements
that have
bounded contexts”
Adrian Cockcroft (former Cloud Architect at Netflix,
now Technology Fellow at Battery Ventures)
Self-contained; you can
update the code without
knowing anything about the
internals of other
microservices
27. “Do one thing, and do it well”
“Swiss Army” by by Jim Pennucci. No alterations other than cropping. https://www.flickr.com/photos/pennuja/5363518281/
Image used with permissions under Creative Commons license 2.0, Attribution Generic License (https://creativecommons.org/licenses/by/2.0/)
28. “Tools” by Tony Walmsley: No alterations other than cropping. https://www.flickr.com/photos/twalmsley/6825340663/
Image used with permissions under Creative Commons license 2.0, Attribution Generic License (https://creativecommons.org/licenses/by/2.0/)
“Do one thing, and do it well”
32. Public API
POST /restaurants
GET /restaurants
Application/Logic
(code, libraries, etc)
Anatomy of a Micro-service
Data Store
(eg, RDS, DynamoDB
ElastiCache, ElasticSearch)
38. = 50 million deployments a year
Thousands of teams
× Microservice architecture
× Continuous delivery
× Multiple environments
(5708 per hour, or every 0.63 second)
43. Principle 1
Micro-services only rely on
each other’s public API
“Contracts” by NobMouse. No alterations other than cropping.
https://www.flickr.com/photos/nobmouse/4052848608/
Image used with permissions under Creative Commons license 2.0, Attribution Generic
License (https://creativecommons.org/licenses/by/2.0/)
44. Micro-service A Micro-service B
public API public API
Principle 1: Micro-services only rely on each other’s public API
45. public API public API
Principle 1: Micro-services only rely on each other’s public API
(Hide Your Data)
Micro-service A Micro-service B
46. public API public API
Nope!
Principle 1: Micro-services only rely on each other’s public API
(Hide Your Data)
Micro-service A Micro-service B
47. public API public API
Principle 1: Micro-services only rely on each other’s public API
(Hide Your Data)
Micro-service A Micro-service B
48. Principle 1: Micro-services only rely on each other’s public API
(Evolve API in backward-compatible way…and document!)
storeRestaurant (id, name, cuisine)
Version 1.0.0
public API
Micro-service A
49. Principle 1: Micro-services only rely on each other’s public API
(Evolve API in backward-compatible way…and document!)
storeRestaurant (id, name, cuisine)
storeRestaurant (id, name, cuisine)
storeRestaurant (id, name, arbitrary_metadata)
addReview (restaurantId, rating, comments)
Version 1.0.0
Version 1.1.0
public API
Micro-service A
50. Principle 1: Micro-services only rely on each other’s public API
(Evolve API in backward-compatible way…and document!)
storeRestaurant (id, name, cuisine)
storeRestaurant (id, name, cuisine)
storeRestaurant (id, name, arbitrary_metadata)
addReview (restaurantId, rating, comments)
storeRestaurant (id, name, arbitrary_metadata)
addReview (restaurantId, rating, comments)
Version 1.0.0
Version 1.1.0
Version 2.0.0
public API
Micro-service A
51. Principle 2
Use the right tool for the job
“Tools #2” by Juan Pablo Olmo. No alterations other than cropping.
https://www.flickr.com/photos/juanpol/1562101472/
Image used with permissions under Creative Commons license 2.0, Attribution Generic
License (https://creativecommons.org/licenses/by/2.0/)
52. public API public API
Principle 2: Use the right tool for the job
(Embrace polyglot persistence)
DynamoDB
Micro-service A Micro-service B
53. public API public API
Principle 2: Use the right tool for the job
(Embrace polyglot persistence)
DynamoDB
Micro-service A Micro-service B
Amazon
Elasticsearch
Service
54. public API public API
Principle 2: Use the right tool for the job
(Embrace polyglot persistence)
RDS
Aurora
Micro-service A Micro-service B
Amazon
Elasticsearch
Service
55. public API public API
Principle 2: Use the right tool for the job
(Embrace polyglot programming frameworks)
RDS
Aurora
Micro-service A Micro-service B
Amazon
Elasticsearch
Service
56. public API public API
Principle 2: Use the right tool for the job
(Embrace polyglot programming frameworks)
RDS
Aurora
Micro-service A Micro-service B
Amazon
Elasticsearch
Service
69. • Prototype in less than 2 months
• Deployment time: hours minutes
• Each team can now develop its
respective applications independently
Coursera
13 million users from 190 countries
1,000 courses from 119 institutions
78. Lambda
automatically
scales
Upload your code
(Java, JavaScript,
Python)
Pay for only the
compute time
you use
(sub-second
metering)
Set up your code to
trigger from other AWS
services, webservice
calls, or app activity
81. Create a unified
API frontend for
multiple
micro-services
Authenticate and
authorize
requests
82. Create a unified
API frontend for
multiple
micro-services
Authenticate and
authorize
requests
Handles DDoS
protection and
API throttling
83. Create a unified
API frontend for
multiple
micro-services
…as well as
monitoring,
logging, rollbacks,
client SDK
generation…
Authenticate and
authorize
requests
Handles DDoS
protection and
API throttling
92. Highly Scalable
• Inherently scalable
Secure
• API Gateway acts as “front door”
• Can add authN/authZ; or throttle API if needed
• S3 bucket policies
• IAM Roles for Lambda invocations
Cost-efficient
• Only pay for actual micro-service usage
95. Principle 3
Secure Your Services
“security” by Dave Bleasdale. No alterations other than cropping.
https://www.flickr.com/photos/sidelong/3878741556/
Image used with permissions under Creative Commons license 2.0,
Attribution Generic License (https://creativecommons.org/licenses/by/2.0/)
96. Principle 3: Secure Your Services
• Defense-in-depth
• Network level (e.g. VPC, Security Groups, TLS)
• Server/container-level
• App-level
• IAM policies
• Gateway (“Front door”)
• API Throttling
• Authentication & Authorization
• Client-to-service, as well as service-to-service
• API Gateway: custom Lambda authorizers
• IAM-based Authentication
• Token-based auth (JWT tokens, OAuth 2.0)
• Secrets management
• S3 bucket policies + KMS + IAM
• Open-source tools (e.g. Vault, Keywhiz)
API Gateway
97. Principle 4
Be a good citizen
within the ecosystem
“Lamington National Park, rainforest” by Jussarian. No alterations other than cropping.
https://www.flickr.com/photos/kerr_at_large/87771074/
Image used with permissions under Creative Commons license 2.0,
Attribution Generic License (https://creativecommons.org/licenses/by/2.0/)
98. Hey Sally, we need to
call your micro-
service to fetch
restaurants details.
Sure Paul. Which APIs you
need to call? Once I know
better your use cases I’ll give
you permission to register
your service as a client on our
service’s directory entry.
Micro-service A Micro-service B
public API public API
Principle 4: Be a good citizen within the ecosystem
99. Principle 4: Be a good citizen within the ecosystem
(Have clear SLAs)
Restaurant
Micro-service
15 TPS100 TPS5 TPS20 TPS
Before we let you call
our micro-service we
need to understand your
use case, expected load
(TPS) and accepted
latency
100. …and many,
many others!
Distributed monitoring and tracing
• “Is the service meeting its SLA?”
• “Which services were involved in a request?”
• “How did downstream dependencies perform?”
Shared metrics
• e.g. request time, time to first byte
and user-experience metrics
Distributed tracing
• e.g. Zipkin, OpenTracing, Wingtips
Principle 4: Be a good citizen within the ecosystem
(Distributed monitoring, logging and tracing)
101. Principle 5
More than just
technology transformation
“rowing on the river in Bedford” by Matthew Hunt. No alterations other than cropping.
https://www.flickr.com/photos/mattphotos/19189529/
Image used with permissions under Creative Commons license 2.0,
Attribution Generic License (https://creativecommons.org/licenses/by/2.0/)
102. “Any organization that designs a system will
inevitably produce a design whose structure is
a copy of the organization’s
communication structure.”
Melvin E. Conway, 1967
Conway’s Law
103. Decentralize governance and data management
Image from Martin Fowler’s article on microservices, at
http://martinfowler.com/articles/microservices.html
No alterations other than cropping.
Permission to reproduce: http://martinfowler.com/faq.html
104. Decentralize governance and data management
Image from Martin Fowler’s article on microservices, at
http://martinfowler.com/articles/microservices.html
No alterations other than cropping.
Permission to reproduce: http://martinfowler.com/faq.html
105. Silo’d functional teams silo’d application architectures
Image from Martin Fowler’s article on microservices, at
http://martinfowler.com/articles/microservices.html
No alterations other than cropping.
Permission to reproduce: http://martinfowler.com/faq.html
106. Silo’d functional teams silo’d application architectures
Image from Martin Fowler’s article on microservices, at
http://martinfowler.com/articles/microservices.html
No alterations other than cropping.
Permission to reproduce: http://martinfowler.com/faq.html
107. Cross functional teams self-contained services
Image from Martin Fowler’s article on microservices, at
http://martinfowler.com/articles/microservices.html
No alterations other than cropping.
Permission to reproduce: http://martinfowler.com/faq.html
108. Cross functional teams self-contained services
Image from Martin Fowler’s article on microservices, at
http://martinfowler.com/articles/microservices.html
No alterations other than cropping.
Permission to reproduce: http://martinfowler.com/faq.html
109. Non-pizza image from Martin Fowler’s article on microservices, at
http://martinfowler.com/articles/microservices.html
No alterations other than cropping.
Permission to reproduce: http://martinfowler.com/faq.html
Cross functional teams self-contained services
(“Two-pizza teams” at Amazon)
110. Full ownership
Full accountability
Aligned incentives
“DevOps”
Non-pizza image from Martin Fowler’s article on microservices, at
http://martinfowler.com/articles/microservices.html
No alterations other than cropping.
Permission to reproduce: http://martinfowler.com/faq.html
Cross functional teams self-contained services
(“Two-pizza teams” at Amazon)
111. Principle 6
Automate Everything
“Robot” by Robin Zebrowski. No alterations other than cropping.
https://www.flickr.com/photos/firepile/438134733/
Image used with permissions under Creative Commons license 2.0,
Attribution Generic License (https://creativecommons.org/licenses/by/2.0/)
118. Principle 6: Automate everything
AWS
CodeCommit
AWS
CodePipeline
AWS
CodeDeploy
EC2 ELB
Auto
ScalingLambdaECS
DynamoDBRDS ElastiCache SQS SWF
SES SNS
API GatewayCloudWatch Cloud Trail
KinesisElastic
Beanstalk
119. It’s a journey…
Expect challenges along the way…
• Understanding of business domains
• Coordinating txns across multiple services
• Eventual Consistency
• Service discovery
• Lots of moving parts requires increased
coordination
• Complexity of testing / deploying /
operating a distributed system
• Cultural transformation
120. Principles of Microservices
1. Rely only on the public API
Hide your data
Document your APIs
Define a versioning strategy
2. Use the right tool for the job
Polygot persistence (data layer)
Polyglot frameworks (app layer)
3. Secure your services
Defense-in-depth
Authentication/authorization
6. Automate everything
Adopt DevOps
4. Be a good citizen within the ecosystem
Have SLAs
Distributed monitoring, logging, tracing
5. More than just technology transformation
Embrace organizational change
Favor small focused dev teams
121. Benefits of microservices
Rapid
Build/Test/Release
Cycles
Clear ownership and
accountability
Easier to scale
each individual
micro-service
New releases
take minutes
Short time to add
new features
Easier to
maintain and
evolve
Increase innovation
Delighted customers
Increased agility
122. Benefits of microservices
Rapid
Build/Test/Release
Cycles
Clear ownership and
accountability
Easier to scale
each individual
micro-service
New releases
take minutes
Short time to add
new features
Easier to
maintain and
evolve system
Faster innovation
Delighted customers
Increased agility
123. Benefits of microservices
Rapid
Build/Test/Release
Cycles
Clear ownership and
accountability
Easier to scale
each individual
micro-service
New releases
take minutes
Short time to add
new features
Easier to
maintain and
evolve system
Faster innovation
Delighted customers
Increased agility
124. Additional AWS resources:
• Zombie Microservices Workshop:
https://github.com/awslabs/aws-lambda-zombie-workshop
• Serverless Webapp - Reference Architecture:
https://github.com/awslabs/lambda-refarch-webapp
• Microservices with ECS:
https://aws.amazon.com/blogs/compute/using-amazon-
api-gateway-with-microservices-deployed-on-amazon-ecs/
• Serverless Service Discovery:
https://aws.amazon.com/blogs/developer/
serverless-service-discovery-part-1-get-started/
• ECS Service Discovery:
https://aws.amazon.com/blogs/compute/
service-discovery-an-amazon-ecs-reference-architecture/
• Microservices without the Servers
https://aws.amazon.com/blogs/compute/
microservices-without-the-servers
Popular open-source tools:
• Serverless – http://serverless.com
• Apex - http://apex.run/
https://aws.amazon.com/devops/
Additional resources