Learning Objectives:
- Understand how to take advantage of Lambda@Edge and Amazon CloudFront
- Response generation with Lambda@Edge
- How to optimize Lambda@Edge responses with CloudFront cache usage
AWS offers customers multiple solutions for federating identities on the AWS Cloud. In this session, we will embark on a tour of these solutions and the use cases they support. Along the way, we will dive deep with demonstrations and best practices to help you be successful managing identities on the AWS Cloud. We will cover how and when to use Security Assertion Markup Language 2.0 (SAML), OpenID Connect (OIDC), and other AWS native federation mechanisms. You will learn how these solutions enable federated access to the AWS Management Console, APIs, and CLI, AWS Infrastructure and Managed Services, your web and mobile applications running on the AWS Cloud, and much more.
operations then you can lower your costs, make your team more productive, scale more efficiently, and lower the risk of failure. Demandbase, creator of a targeting and personalization platform for business-to-business (B2B) companies, uses Qubole and a data lake on AWS to reduce the management complexities and costs of processing and analyzing their data. Hear how Qubole empowers Demandbase to analyze trillions of rows of structured and unstructured data in real time, making their data scientists and data engineers productive since day one.
Edge Services as a Critical AWS Infrastructure Component - August 2017 AWS On...Amazon Web Services
Learning Objectives:
- Learn how to include edge services as a default cloud based architectural component
- Learn why the CloudFront CDN does much more than cache content
- Learn how to take advantage of integrated services with CloudFront, AWS WAF, and AWS Shield
Core cloud infrastructure services are expanding into the edge, and leading organizations don't necessarily understand these trends. Figuring out how to incorporate edge based services into your architecture requires time, and can be overwhelming. In this tech talk, you'll learn about edge use cases, and how to implement key AWS services together, in order to transform your business.
by Itzik Paz, Solutions Architect & Rich Cowper, Solutions Architect Manager, AWS
This presentation compares three modern architecture patterns that startups are building their businesses around. It includes a realistic analysis of cost, team management, and security implications of each approach. It covers AWS Elastic Beanstalk, Amazon ECS, Docker, Amazon API Gateway, AWS Lambda, Amazon DynamoDB, and Amazon CloudFront.
GPSTEC323-SaaS and OpenID Connect The Secret Sauce Multi-Tenant Identity and ...Amazon Web Services
Identity is a foundational element of SaaS design, and getting it right can be challenging. You need a strategy that allows you to connect users to tenants, roles, and policies in a seamless model that doesn't handcuff developers. Fortunately, identity providers and OpenID Connect give us a model that equips SaaS providers with the tools they need to address all the moving parts of SaaS identity. In this session, we dive into the details of how you can use these solutions to build a robust identity solution—a solution that covers binding identities to tenants, supports tenant and system roles, and isolates tenant access. The goal here is to provide a concrete example of how to orchestrate all of these elements of the SaaS identity model on AWS.
by Itzik Paz, Solutions Architect, Martin Schade, Solutions Architect, and Rich Cowper, Solutions Architect Manager, AWS
Are you interested in processing images at scale without launching a single virtual machine? In this workshop, we show participants how to create an entirely serverless image processing platform using Amazon Cognito, AWS Lambda, Amazon Rekognition, and Amazon Elasticsearch Service (Amazon ES). Participants leave this workshop with a web portal where users can upload images that ultimately end up in a searchable index powered by Amazon ES and Kibana.
AWS offers customers multiple solutions for federating identities on the AWS Cloud. In this session, we will embark on a tour of these solutions and the use cases they support. Along the way, we will dive deep with demonstrations and best practices to help you be successful managing identities on the AWS Cloud. We will cover how and when to use Security Assertion Markup Language 2.0 (SAML), OpenID Connect (OIDC), and other AWS native federation mechanisms. You will learn how these solutions enable federated access to the AWS Management Console, APIs, and CLI, AWS Infrastructure and Managed Services, your web and mobile applications running on the AWS Cloud, and much more.
operations then you can lower your costs, make your team more productive, scale more efficiently, and lower the risk of failure. Demandbase, creator of a targeting and personalization platform for business-to-business (B2B) companies, uses Qubole and a data lake on AWS to reduce the management complexities and costs of processing and analyzing their data. Hear how Qubole empowers Demandbase to analyze trillions of rows of structured and unstructured data in real time, making their data scientists and data engineers productive since day one.
Edge Services as a Critical AWS Infrastructure Component - August 2017 AWS On...Amazon Web Services
Learning Objectives:
- Learn how to include edge services as a default cloud based architectural component
- Learn why the CloudFront CDN does much more than cache content
- Learn how to take advantage of integrated services with CloudFront, AWS WAF, and AWS Shield
Core cloud infrastructure services are expanding into the edge, and leading organizations don't necessarily understand these trends. Figuring out how to incorporate edge based services into your architecture requires time, and can be overwhelming. In this tech talk, you'll learn about edge use cases, and how to implement key AWS services together, in order to transform your business.
by Itzik Paz, Solutions Architect & Rich Cowper, Solutions Architect Manager, AWS
This presentation compares three modern architecture patterns that startups are building their businesses around. It includes a realistic analysis of cost, team management, and security implications of each approach. It covers AWS Elastic Beanstalk, Amazon ECS, Docker, Amazon API Gateway, AWS Lambda, Amazon DynamoDB, and Amazon CloudFront.
GPSTEC323-SaaS and OpenID Connect The Secret Sauce Multi-Tenant Identity and ...Amazon Web Services
Identity is a foundational element of SaaS design, and getting it right can be challenging. You need a strategy that allows you to connect users to tenants, roles, and policies in a seamless model that doesn't handcuff developers. Fortunately, identity providers and OpenID Connect give us a model that equips SaaS providers with the tools they need to address all the moving parts of SaaS identity. In this session, we dive into the details of how you can use these solutions to build a robust identity solution—a solution that covers binding identities to tenants, supports tenant and system roles, and isolates tenant access. The goal here is to provide a concrete example of how to orchestrate all of these elements of the SaaS identity model on AWS.
by Itzik Paz, Solutions Architect, Martin Schade, Solutions Architect, and Rich Cowper, Solutions Architect Manager, AWS
Are you interested in processing images at scale without launching a single virtual machine? In this workshop, we show participants how to create an entirely serverless image processing platform using Amazon Cognito, AWS Lambda, Amazon Rekognition, and Amazon Elasticsearch Service (Amazon ES). Participants leave this workshop with a web portal where users can upload images that ultimately end up in a searchable index powered by Amazon ES and Kibana.
Learn from our engineering experts how we've designed Amazon S3 and Amazon Glacier to be durable, available, and massively scalable. Hear how Sprinklr architected their environment for the ultimate in high availability for their mission-critical applications. In this session, we'll discuss AWS Region and Availability Zone architecture, storage classes, built-in and on-demand data replication, and much more.
In this session, we explore different approaches to migrating Microsoft applications to AWS. We walk through important considerations when planning a migration, and we show how to develop and implement a migration plan to move applications from on-premises (or traditional hosting) to AWS. We use a case study format to dive deep into successfully planning an application migration. Participants work in teams to plan a SharePoint migration that integrates with an existing Active Directory.
Serverless DevOps to the Rescue - SRV330 - re:Invent 2017Amazon Web Services
Join this workshop for a crash course in serverless DevOps! This workshops presents a scenario in which you help out Wild Rydes (www.wildrydes.com), the world’s leading unicorn transportation startup! After building the first iteration of its serverless web application, Wild Rydes needs serverless DevOps experts like yourself to help it rapidly build and iterate upon its web app. In this workshop, you’ll help Wild Rydes set up a CI/CD pipeline that enables the company to rapidly build, test, and deploy changes to its serverless application. You’ll also learn to monitor and diagnose issues for its application. This workshop will teach you how to model and deploy serverless apps with the AWS Serverless Application Model. You’ll learn to use AWS CodePipeline and AWS CodeBuild to create a CI/CD pipeline for AWS Lambda and other services. Finally, you’ll learn to use AWS X-Ray to diagnose issues in your Lambda functions.
Requirements: Laptop, AWS account, basic Git experience. Recommended: Previous experience with the AWS Management Console and AWS CloudFormation templates, some familiarity with the AWS Developer Tools services, and preferably one of the AWS Associate certifications.
Hands on Lab: Deploy .NET Code to AWS from Visual Studio - AWS Online Tech TalksAmazon Web Services
Learning Objectives:
- Learn how to use the AWS Plug-in for Visual Studio to deploy .NET code to AWS directly from Visual Studio
- Learn how to use AWS Elastic Beanstalk to quickly provision resource to support your new .NET applications
- Learn how to use AWS Lambda support for .NET Core to build serverless applications in AWS
by Andy Mui, Solutions Architect, AWS
Join this workshop to get hands-on experience deploying Docker containers as you break an aging monolithic application into containerized microservices. Using Amazon ECS and the Application Load Balancer, you will create API-based microservices and deploy them leveraging integrations with other AWS services.
How BrightEdge Achieves End-to-End Security Visibility with Splunk and AWSAmazon Web Services
Security practitioners face new and evolving threats every day. BrightEdge needed to take a more proactive and efficient stance to monitor, investigate and triage threats, and maintain their security posture on the AWS Cloud. Splunk’s analytics-driven security solution made it easy for BrightEdge to gain visibility across their entire cloud environment to secure critical customer data and ensure compliance.
In this webinar, you’ll hear how BrightEdge gained the end-to-end visibility required to respond quickly and effectively to security threats using Splunk.
SRV418 Deep Dive on Accelerating Content, APIs, and Applications with Amazon ...Amazon Web Services
Attend this session to dive deeper into AWS's content delivery service, Amazon CloudFront. Learn how you can use CloudFront to accelerate the delivery of your APIs or applications, including content that cannot be cached, to global clients. We'll also walk you through how you can use Lambda@Edge, which gives you the ability to execute custom code inline with your CloudFront events to customize applications. With Lambda@Edge, you can now generate custom responses right at the edge, allowing you to leverage CloudFront to reduce end-to-end latency and more efficiently filter traffic to your back-end origin servers. We'll walk you through Lambda@Edge use cases and walk through a demo to show how this works.
Introduction to Microsoft Workloads on AWS - AWS Online Tech TalksAmazon Web Services
Learning Objectives:
- Learn about running Windows Server on AWS
- Learn about running Microsoft applications like SQL Server, SharePoint, Dynamics and Exchange on AWS
- Learn about the methodology to migrate Microsoft workloads to AWS
This is an introduction session to containers and docks. Why do we need this technology, why is it different from virtualization and how you can use it for your next project.
Danny Mak, Partner Solutions Architect, APAC shares how to modernize with containers and build using DevOps on AWS during the AWS ASEAN Partner Techshift.
In this session, hear how Cambia Health Solutions, a not-for-profit total health solutions company, created a self-service data model to convert a large-scale, on-premises batch processing model to a cloud-based, real-time pub-sub and RESTful API model. Learn how Cambia leveraged AWS services like Amazon Aurora, AWS Database Migration Service (AWS DMS), AWS Lambda, and AWS messaging services to create an architecture that provides a reasonable runway for legacy customers to convert from old mode to new mode and, at the same time, offer a fast track for onboarding new customers.
Securing Your AWS Infrastructure with Edge Services - May 2017 AWS Online Tec...Amazon Web Services
Learning Objectives:
- Discover how to secure your cloud infrastructure with Amazon CloudFront, AWS Shield and AWS WAF
- Learn how to offload security heavy-lifting to the AWS Edge
- Learn about the built-in security in Amazon CloudFront
- Get tips on how to develop an adaptive security strategy for your cloud
In this tech talk, you will learn how you can better defend your websites and cloud infrastructure from cyberattacks using edge services from AWS, such as Amazon CloudFront, AWS Shield and AWS WAF. You will go behind the scenes to see how edge services help mitigate common DDoS attacks, how to use advanced protocols and ciphers, and how to enforce end-to-end HTTPS connections. You will also learn how to use additional features like AWS WAF's IP and bot blocking to implement tailored and advanced protection.
Identity and Access Management: The First Step in AWS SecurityAmazon Web Services
by Fritz Kunstler, Sr. Security Consultant, AWS
AWS Identity and Access Management (IAM) is first in the Security Perspective of the AWS Cloud Adoption Framework CAF because in the cloud, first you grant access and only then can you provision infrastructure (the opposite approach of on-premises). In this session, you will learn how to define fine-grained access to AWS resources via users, roles, and groups; design privileged user and multifactor authentication mechanisms; and operate IAM at scale.
SRV334-Making Things Right with AWS Config Rules and AWS LambdaAmazon Web Services
Custom rules created with AWS Config and AWS Lambda enables organizations to inspect, assess, and remediate changes to AWS resources. These tools provide the development speed and flexibility required for your team to quickly start and finish a job before it becomes an issue for your client. In this workshop, you practice using AWS Lambda to design and implement the AWS Config rules that you think an organization should have ready at a moment’s notice before their next client contacts them about an issue.
Building Serverless Microservices with AWSDonnie Prakoso
Microservices architectures make applications easier to scale and faster to develop, enabling innovation and accelerating time-to-market for new features.
For those who are building microservices, this deck provides you a guideline on what AWS services you can use to build microservices, starting from development, deployment tools to coordination.
Hands-on Setup and Overview of AWS Console, AWS CLI, AWS SDK, Boto 3Amazon Web Services
Our experts will guide you in setting up and understanding these Security Week pre-requisites:
- AWS Management Console: facilitates cloud management for all aspects of your AWS account, including monitoring your monthly spending by service, managing security credentials, or even setting up new IAM Users.
- AWS Command Line Interface (CLI): an open source tool built on top of the AWS SDK for Python (Boto) that provides commands for interacting with AWS services. With minimal configuration, you can start using all of the functionality provided by the AWS Management Console from your favorite terminal program.
- Boto3: the AWS SDK for Python. Boto3 makes it easy to integrate your Python application, library, or script with AWS services including Amazon S3, Amazon EC2, Amazon DynamoDB, and more.
by Kashif Imran, Sr. Solutions Architect, AWS
Serverless computing allows you to build and run applications without the need for provisioning or managing servers. With serverless computing, you can build web, mobile, and IoT backends; run stream processing or big data workloads; run chatbots, and more. In this session, you’ll learn how to get started with serverless computing with AWS Lambda, which lets you run code without provisioning or managing servers. We’ll introduce you to the basics of building with Lambda and how you can benefit from features such as continuous scaling, built-in high availability, integrations with AWS and third-party apps, and subsecond metering pricing. We’ll also introduce you to the broader portfolio of AWS services that help you build serverless applications with Lambda, including Amazon API Gateway, Amazon DynamoDB, AWS Step Functions, and more.
by Kashif Imran, Sr. Solutions Architect, AWS
In this workshop you'll learn to build a web application using a serverless architecture. With fresh funding from its seed investors, Wild Rydes (www.wildrydes.com) is seeking to build the world’s greatest mobile/VR/AR unicorn transportation system. The scrappy startup needs a first-class webpage to begin marketing to new users and to begin its plans for global domination. Join us to help Wild Rydes build a website using a serverless architecture. You’ll build a scalable website using services like AWS Lambda, Amazon API Gateway, Amazon DynamoDB, Amazon Cognito, and Amazon S3.
Sentiment Analysis Using Apache MXNet and Gluon - AWS Online Tech TalksAmazon Web Services
Learning Objectives:
- Learn how to easily get started with Deep Learning on AWS using the AWS Deep Learning AMI
- Learning how to use Apache MXNet and Gluon to start and scale deep learning projects
- Learn how to build an LSTM network for sentiment analysis
In this Dev Lounge Express Edition breakfast session, we take a look at how AWS Step Functions makes it easier for you to build distributed applications with complex business workflows implemented using multiple microservices. We walk through creating a state machine using AWS Step Functions via the AWS console, and more complex examples building state machines with tasks implemented as AWS Lambda functions using AWS CloudFormation. We take a look at the various features of AWS Step Functions such as exception handling, making choices and manual steps, and gain valuable insights into the performance of our distributed application using AWS X-ray.
Learn from our engineering experts how we've designed Amazon S3 and Amazon Glacier to be durable, available, and massively scalable. Hear how Sprinklr architected their environment for the ultimate in high availability for their mission-critical applications. In this session, we'll discuss AWS Region and Availability Zone architecture, storage classes, built-in and on-demand data replication, and much more.
In this session, we explore different approaches to migrating Microsoft applications to AWS. We walk through important considerations when planning a migration, and we show how to develop and implement a migration plan to move applications from on-premises (or traditional hosting) to AWS. We use a case study format to dive deep into successfully planning an application migration. Participants work in teams to plan a SharePoint migration that integrates with an existing Active Directory.
Serverless DevOps to the Rescue - SRV330 - re:Invent 2017Amazon Web Services
Join this workshop for a crash course in serverless DevOps! This workshops presents a scenario in which you help out Wild Rydes (www.wildrydes.com), the world’s leading unicorn transportation startup! After building the first iteration of its serverless web application, Wild Rydes needs serverless DevOps experts like yourself to help it rapidly build and iterate upon its web app. In this workshop, you’ll help Wild Rydes set up a CI/CD pipeline that enables the company to rapidly build, test, and deploy changes to its serverless application. You’ll also learn to monitor and diagnose issues for its application. This workshop will teach you how to model and deploy serverless apps with the AWS Serverless Application Model. You’ll learn to use AWS CodePipeline and AWS CodeBuild to create a CI/CD pipeline for AWS Lambda and other services. Finally, you’ll learn to use AWS X-Ray to diagnose issues in your Lambda functions.
Requirements: Laptop, AWS account, basic Git experience. Recommended: Previous experience with the AWS Management Console and AWS CloudFormation templates, some familiarity with the AWS Developer Tools services, and preferably one of the AWS Associate certifications.
Hands on Lab: Deploy .NET Code to AWS from Visual Studio - AWS Online Tech TalksAmazon Web Services
Learning Objectives:
- Learn how to use the AWS Plug-in for Visual Studio to deploy .NET code to AWS directly from Visual Studio
- Learn how to use AWS Elastic Beanstalk to quickly provision resource to support your new .NET applications
- Learn how to use AWS Lambda support for .NET Core to build serverless applications in AWS
by Andy Mui, Solutions Architect, AWS
Join this workshop to get hands-on experience deploying Docker containers as you break an aging monolithic application into containerized microservices. Using Amazon ECS and the Application Load Balancer, you will create API-based microservices and deploy them leveraging integrations with other AWS services.
How BrightEdge Achieves End-to-End Security Visibility with Splunk and AWSAmazon Web Services
Security practitioners face new and evolving threats every day. BrightEdge needed to take a more proactive and efficient stance to monitor, investigate and triage threats, and maintain their security posture on the AWS Cloud. Splunk’s analytics-driven security solution made it easy for BrightEdge to gain visibility across their entire cloud environment to secure critical customer data and ensure compliance.
In this webinar, you’ll hear how BrightEdge gained the end-to-end visibility required to respond quickly and effectively to security threats using Splunk.
SRV418 Deep Dive on Accelerating Content, APIs, and Applications with Amazon ...Amazon Web Services
Attend this session to dive deeper into AWS's content delivery service, Amazon CloudFront. Learn how you can use CloudFront to accelerate the delivery of your APIs or applications, including content that cannot be cached, to global clients. We'll also walk you through how you can use Lambda@Edge, which gives you the ability to execute custom code inline with your CloudFront events to customize applications. With Lambda@Edge, you can now generate custom responses right at the edge, allowing you to leverage CloudFront to reduce end-to-end latency and more efficiently filter traffic to your back-end origin servers. We'll walk you through Lambda@Edge use cases and walk through a demo to show how this works.
Introduction to Microsoft Workloads on AWS - AWS Online Tech TalksAmazon Web Services
Learning Objectives:
- Learn about running Windows Server on AWS
- Learn about running Microsoft applications like SQL Server, SharePoint, Dynamics and Exchange on AWS
- Learn about the methodology to migrate Microsoft workloads to AWS
This is an introduction session to containers and docks. Why do we need this technology, why is it different from virtualization and how you can use it for your next project.
Danny Mak, Partner Solutions Architect, APAC shares how to modernize with containers and build using DevOps on AWS during the AWS ASEAN Partner Techshift.
In this session, hear how Cambia Health Solutions, a not-for-profit total health solutions company, created a self-service data model to convert a large-scale, on-premises batch processing model to a cloud-based, real-time pub-sub and RESTful API model. Learn how Cambia leveraged AWS services like Amazon Aurora, AWS Database Migration Service (AWS DMS), AWS Lambda, and AWS messaging services to create an architecture that provides a reasonable runway for legacy customers to convert from old mode to new mode and, at the same time, offer a fast track for onboarding new customers.
Securing Your AWS Infrastructure with Edge Services - May 2017 AWS Online Tec...Amazon Web Services
Learning Objectives:
- Discover how to secure your cloud infrastructure with Amazon CloudFront, AWS Shield and AWS WAF
- Learn how to offload security heavy-lifting to the AWS Edge
- Learn about the built-in security in Amazon CloudFront
- Get tips on how to develop an adaptive security strategy for your cloud
In this tech talk, you will learn how you can better defend your websites and cloud infrastructure from cyberattacks using edge services from AWS, such as Amazon CloudFront, AWS Shield and AWS WAF. You will go behind the scenes to see how edge services help mitigate common DDoS attacks, how to use advanced protocols and ciphers, and how to enforce end-to-end HTTPS connections. You will also learn how to use additional features like AWS WAF's IP and bot blocking to implement tailored and advanced protection.
Identity and Access Management: The First Step in AWS SecurityAmazon Web Services
by Fritz Kunstler, Sr. Security Consultant, AWS
AWS Identity and Access Management (IAM) is first in the Security Perspective of the AWS Cloud Adoption Framework CAF because in the cloud, first you grant access and only then can you provision infrastructure (the opposite approach of on-premises). In this session, you will learn how to define fine-grained access to AWS resources via users, roles, and groups; design privileged user and multifactor authentication mechanisms; and operate IAM at scale.
SRV334-Making Things Right with AWS Config Rules and AWS LambdaAmazon Web Services
Custom rules created with AWS Config and AWS Lambda enables organizations to inspect, assess, and remediate changes to AWS resources. These tools provide the development speed and flexibility required for your team to quickly start and finish a job before it becomes an issue for your client. In this workshop, you practice using AWS Lambda to design and implement the AWS Config rules that you think an organization should have ready at a moment’s notice before their next client contacts them about an issue.
Building Serverless Microservices with AWSDonnie Prakoso
Microservices architectures make applications easier to scale and faster to develop, enabling innovation and accelerating time-to-market for new features.
For those who are building microservices, this deck provides you a guideline on what AWS services you can use to build microservices, starting from development, deployment tools to coordination.
Hands-on Setup and Overview of AWS Console, AWS CLI, AWS SDK, Boto 3Amazon Web Services
Our experts will guide you in setting up and understanding these Security Week pre-requisites:
- AWS Management Console: facilitates cloud management for all aspects of your AWS account, including monitoring your monthly spending by service, managing security credentials, or even setting up new IAM Users.
- AWS Command Line Interface (CLI): an open source tool built on top of the AWS SDK for Python (Boto) that provides commands for interacting with AWS services. With minimal configuration, you can start using all of the functionality provided by the AWS Management Console from your favorite terminal program.
- Boto3: the AWS SDK for Python. Boto3 makes it easy to integrate your Python application, library, or script with AWS services including Amazon S3, Amazon EC2, Amazon DynamoDB, and more.
by Kashif Imran, Sr. Solutions Architect, AWS
Serverless computing allows you to build and run applications without the need for provisioning or managing servers. With serverless computing, you can build web, mobile, and IoT backends; run stream processing or big data workloads; run chatbots, and more. In this session, you’ll learn how to get started with serverless computing with AWS Lambda, which lets you run code without provisioning or managing servers. We’ll introduce you to the basics of building with Lambda and how you can benefit from features such as continuous scaling, built-in high availability, integrations with AWS and third-party apps, and subsecond metering pricing. We’ll also introduce you to the broader portfolio of AWS services that help you build serverless applications with Lambda, including Amazon API Gateway, Amazon DynamoDB, AWS Step Functions, and more.
by Kashif Imran, Sr. Solutions Architect, AWS
In this workshop you'll learn to build a web application using a serverless architecture. With fresh funding from its seed investors, Wild Rydes (www.wildrydes.com) is seeking to build the world’s greatest mobile/VR/AR unicorn transportation system. The scrappy startup needs a first-class webpage to begin marketing to new users and to begin its plans for global domination. Join us to help Wild Rydes build a website using a serverless architecture. You’ll build a scalable website using services like AWS Lambda, Amazon API Gateway, Amazon DynamoDB, Amazon Cognito, and Amazon S3.
Sentiment Analysis Using Apache MXNet and Gluon - AWS Online Tech TalksAmazon Web Services
Learning Objectives:
- Learn how to easily get started with Deep Learning on AWS using the AWS Deep Learning AMI
- Learning how to use Apache MXNet and Gluon to start and scale deep learning projects
- Learn how to build an LSTM network for sentiment analysis
In this Dev Lounge Express Edition breakfast session, we take a look at how AWS Step Functions makes it easier for you to build distributed applications with complex business workflows implemented using multiple microservices. We walk through creating a state machine using AWS Step Functions via the AWS console, and more complex examples building state machines with tasks implemented as AWS Lambda functions using AWS CloudFormation. We take a look at the various features of AWS Step Functions such as exception handling, making choices and manual steps, and gain valuable insights into the performance of our distributed application using AWS X-ray.
Women in Big Data Forum’s mission is to strengthen the diversity in the big data field. As part of this initiative, they encourage and attract more female talent to the big data & analytics field and help them to connect, engage and grow.
Disaster Recovery Options with AWS - AWS Online Tech TalksAmazon Web Services
Learning Objectives:
- Learn about options for recovery of on-prem workloads into the cloud
- Understand different RTO & RPO options for DR to AWS
- Walk through different reference architectures
Essential Capabilities of an IoT Cloud Platform - AWS Online Tech TalksAmazon Web Services
Learning Objectives:
- Learn what core capabilities are necessary for a successful IoT cloud platform
- Understand how the core capabilities work together
- Learn what and how standards are beginning to take shape
WKS401 Deploy a Deep Learning Framework on Amazon ECS and EC2 Spot InstancesAmazon Web Services
Deep learning is an implementation of machine learning that uses neural networks to solve difficult and complex problems, such as computer vision, natural language processing, and recommendations. Due to the availability of deep learning libraries and frameworks, developers have the ability to enhance the capabilities of their applications and projects.
In this workshop, you learn how to build and deploy a powerful deep learning framework called MXNet on containers. The portability and resource management benefit of containers means developers can focus less on infrastructure and more on building. The labs start by demonstrating the automation capabilities of AWS CloudFormation to stand up core infrastructure; as an added bonus, you use Spot Fleet to leverage the cost benefits of using Spot Instances, especially for developer environments. Then, you walk through creating an MXNet container in Docker and deploying it with Amazon ECS. Finally, you walk through an image classification demo of MXNet to validate that everything is working as expected.
Pre-reqs: Laptop and AWS account
Licensing Windows Workloads on AWS - AWS Online Tech TalksAmazon Web Services
Learning Objectives:
- Get an overview of options for licensing Windows Server, SQL Server and other Microsoft products on AWS
- Learn how to bring existing Microsoft licenses to AWS and maintain license compliance
- Learn the scenarios where EC2 Dedicated Hosts make sense for your workloads
Bringing Characters to Life with Amazon Polly Text-to-Speech - AWS Online Tec...Amazon Web Services
Learning Objectives:
- Using Text-to-Speech to voice characters in game production, i.e. character speech animation
- Amazon Polly & Lumberyard integration
- Learn how to create lip-syncing avatars, karaoke style text highlighting, and integrate speech capabilities into the gaming engines
Becoming a Command Line Expert with the AWS CLI (TLS304) | AWS re:Invent 2013Amazon Web Services
The AWS CLI is a command line interface that allows you to control the full set of AWS services. You learn how to perform quick ad hoc service operations, and how to create rich scripts to automate your ongoing maintenance. We also share tips on getting the most out of the CLI through built-in features and complementary tools.
Understanding the internals of the AWS CLI will make you a more effective user. This talk provides a deep dive into the architecture, debugging techniques, advanced usage patterns, and some of its more advanced features. We recommend this talk for people who are already familiar with the AWS CLI because the topics will be advanced. By the end of the talk, audience members will have a deeper understanding of the AWS CLI, allowing them to tackle current or future applications from a different perspective.
In this talk, you’ll learn how you can use the AWS CLI to automate common administrative tasks in AWS. We’ll cover several scenarios including EBS snapshot management and S3 backups and see how to combine AWS CLI features to create powerful tools for automation. You’ll see how to develop, debug, and deploy these examples in several live, end to end examples.
Do you want to run your code without the cost and effort of provisioning and managing servers? Find out how in this deep dive session on AWS Lambda, which allows you to run code for virtually any type of application or back end service – all with zero administration. During the session, we’ll look at a number of key AWS Lambda features and benefits, including automated application scaling with high availability; pay-as-you-consume billing; and the ability to automatically trigger your code from other AWS services or from any web or mobile app.
This session is designed to introduce you to fundamental cloud computing and AWS security concepts that will help you prepare for the Security Week sessions, demos, and labs. We will ensure you have an AWS account and understand EC2, prepare you to get set up on the AWS Command Line Interface (CLI) to access the AWS Management Console, introduce you to in source repositories, discuss SSH access and necessary SDKs, and more.
Speaker: John Yeung, Solutions Architect, AWS
Data collection and storage is a primary challenge for any big data architecture. In this webinar, gain a thorough understanding of AWS solutions for data collection and storage, and learn architectural best practices for applying those solutions to your projects. This session will also include a discussion of popular use cases and reference architectures. In this webinar, you will learn:
• Overview of the different types of data that customers are handling to drive high-scale workloads on AWS, and how to choose the best approach for your workload • Optimization techniques that improve performance and reduce the cost of data ingestion • Leveraging Amazon S3, Amazon DynamoDB, and Amazon Kinesis for storage and data collection
Set it and Forget it: Auto Scaling Target Tracking Policies - AWS Online Tech...Amazon Web Services
Learning Objectives:
- How and when to use step scaling policies
- How to use target tracking scaling policies
- How to use scaling policies for dynamic scaling and EC2 fleet management
Serverless Streaming Data Processing using Amazon Kinesis AnalyticsAmazon Web Services
As more and more organizations strive to gain real-time insights into their business, streaming data has become ubiquitous. Typical streaming data analytics solutions require specific skills and complex infrastructure. However, with Amazon Kinesis Analytics, you can analyze streaming data in real-time with standard SQL—there is no need to learn new programming languages or processing frameworks. In this session, we dive deep into the capabilities of Amazon Kinesis Analytics using real-world examples. We’ll present an end-to-end streaming data solution using Amazon Kinesis Streams for data ingestion, Amazon Kinesis Analytics for real-time processing, and Amazon Kinesis Firehose for persistence. We review in detail how to write SQL queries using streaming data and discuss best practices to optimize and monitor your Amazon Kinesis Analytics applications. Lastly, we discuss how to estimate the cost of the entire system.
Deep Dive on Lambda@Edge - August 2017 AWS Online Tech TalksAmazon Web Services
Learning Objectives:
- Learn how you can use Lambda@Edge and Amazon CloudFront to deliver richer, more personalized content with low latency to your customers
- Learn how you can use serverless coding across Amazon's network of edge locations
- Find out from our customers how they are using Lambda@Edge
Today, developers have to forward requests from distributed CDN endpoints back to compute resources at their centralized servers in order to do any customized processing, slowing down the end user experience. The Lambda-based processing model allows you to write JavaScript code that runs within the growing network of AWS edge locations. In this tech talk, we will provide a deep dive on the capabilities of Lambda@Edge and its use cases.
Building Serverless Websites with Lambda@Edge - CTD309 - re:Invent 2017Amazon Web Services
AWS Lambda enables you to run code without provisioning or managing servers in one AWS Region. Today, Lambda@Edge provides the same benefits closer to your end users, enabling you to assemble and deliver content on-demand to create low-latency web experiences. Come and join us for examples of how customers can move significant workloads they previously managed server fleets into Lambda for truly serverless website backends.
Building Serverless Websites with Lambda@Edge - CTD309 - re:Invent 2017Amazon Web Services
AWS Lambda enables you to run code without provisioning or managing servers in one AWS Region. Today, Lambda@Edge provides the same benefits closer to your end users, enabling you to assemble and deliver content on-demand to create low-latency web experiences. Come and join us for examples of how customers can move significant workloads they previously managed server fleets into Lambda for truly serverless website backends.
by John Burry, Principal Mobile Solutions Architect, AWS
The web application is almost complete, but we need capabilities to allow our users to request a ride on a unicorn. In this session, we will take a look at how we can implement an API in the cloud that can scale with your startup.
by Nader Dabit, Developer Advocate AWS
You’ve got an awesome startup idea – Wild Rydes! The next generation in transportation will be driven by a willing unicorn population and your new startup will produce the worlds first unicorn hailing services. It’s just seven days to launch, and your designers have delivered the final designs for your website, but your idea depends on the mobile economy! Can you build out your web and mobile infrastructure in time for your launch?
Across three days, AWS experts will guide you through all the pieces that are needed to produce an awesome mobile experience for both your unicorns and your riders.
Learn how to build serverless applications using the AWS Serverless Platform-...Amazon Web Services
What if you could build a web application that could support true web-scale traffic without having to ever provision or manage a single server?
In this session, you will learn how to build a serverless website that scales automatically using services like AWS Lambda, Amazon API Gateway, and Amazon S3. We will review several frameworks that can help you build serverless applications, such as the AWS Serverless Application Model (AWS SAM), Chalice, and ClaudiaJS.
We will cover:
- Learn the basics of AWS Lambda and Amazon API Gateway
- Understand how to build a web application using these AWS services
- Learn to architect a serverless application
- Gain an overview of frameworks for building serverless applications
This webinar is a Level 100 session and is suited for:
- Developers
- Solution architects and engineers
- Technical managers
Speakers:
Stephen Liedig, Public Sector Solution Architect, Amazon Web Services
Q&A:
Ed Lima, Solutions Architect, Amazon Web Services
Introduction to Serverless Computing and AWS Lambda - AWS IL MeetupBoaz Ziniman
Serverless computing allows you to build and run applications without the need for provisioning or managing servers. With serverless computing, you can build web, mobile, and IoT backends; run stream processing or big data workloads; run chatbots, and more.
SRV418 Deep Dive on Accelerating Content, APIs, and Applications with Amazon ...Amazon Web Services
Attend this session to dive deeper into AWS's content delivery service, Amazon CloudFront. Learn how you can use CloudFront to accelerate the delivery of your APIs or applications, including content that cannot be cached, to global clients. We'll also walk you through how you can use Lambda@Edge, which gives you the ability to execute custom code inline with your CloudFront events to customize applications. With Lambda@Edge, you can now generate custom responses right at the edge, allowing you to leverage CloudFront to reduce end-to-end latency and more efficiently filter traffic to your back-end origin servers. We'll walk you through Lambda@Edge use cases and walk through a demo to show how this works.
Ionic and React Hybrid Web/Native Mobile Applications with Mobile Hub - AWS O...Amazon Web Services
Learning Objectives:
- Understand the difference between native and hybrid/native mobile applications
- Learn how mobile applications can be built using javascript frameworks
- See AWS Mobile Hub starter kits can accelerate your mobile app development efforts
SRV313_Building Resilient, Multi-Region Serverless ApplicationsAmazon Web Services
Serverless computing already provides high availability and fault tolerance for your application by default. However, you can build serverless applications that are deployed across multiple regions in order to further increase your availability and fault tolerance. In this session, we show you how to architect a multi-region serverless application with Amazon API Gateway and AWS Lambda that can route end users to the appropriate region to achieve optimal latency or availability. Learn about the different options for running an active/active versus an active/passive multi-region setup, and the setup for failing over between regions.
AWS Lambda enables you to run code without provisioning or managing servers. Today, you can write your Lambda functions once and execute them everywhere your end viewers are present with AWS Lambda@Edge. This session walks through multiple examples of web applications that use the serverless programming model for authentication, customization, and security to address the question of how to design and deploy intelligent web applications with AWS Lambda@Edge and Amazon CloudFront. The startup DataDome will also share its experience with Lambda@Edge and CloudFront, and how it simplified the onboarding process for its customers. Deployed globally on CloudFront PoP locations, their bot protection service can now be activated in one-click through the AWS console.
Migrating Your Microsoft Applications to AWS - ENT325 - re:Invent 2017Amazon Web Services
When you plan your data center migration to the cloud, it's critical to consider how workloads will run to ensure maximum performance and availability. With Microsoft applications making up 60% or more of most on-premises data centers, more and more customers are moving their Microsoft workloads to AWS to improve performance, increase availability, and improve their security posture. In this session, we discuss how customers are accomplishing this task. We cover the common architectural patterns for moving Microsoft applications such as SQL Server, SharePoint, and Dynamics, and we discuss how to integrate with Active Directory for a seamless transition. We also examine tools like AWS Application Discovery and AWS Server Migration Service that can help make your move faster and easier.
GPSTEC314-GPS From Monolithic to Serverless - Why and How to MoveAmazon Web Services
Is your customer worried about scaling their monolithic application for an upcoming major event and has a tight timeline? Maybe it's time you recommend moving their application to a microservices architecture. In this session, we explore how to convert a monolithic application to a microservices model by using AWS serverless services such as AWS Lambda, Amazon API Gateway, and Amazon DynamoDB. We step through the common architectural changes in moving to a microservices structure, and we discuss how to manage your application at scale. We also demonstrate a web application built using AWS serverless services.
Serverless Applications at Global Scale with Multi-Regional Deployments - AWS...Amazon Web Services
Learning Objectives:
- Input and decision points when architecting a serverless multi-regional application
- Active-active Multi-Regional API with API Gateway and Lambda
- Replication with DynamoDB
Use Amazon Rekognition to Build a Facial Recognition SystemAmazon Web Services
Amazon Rekognition makes it easy to extract meaningful metadata from visual content. In this workshop, you will work in teams to build a simple system to help track missing persons. You’ll develop a solution that leverages Amazon Rekognition and other AWS services to analyze images from various sources (e.g., social media) and provide authorities with timely reports and alerts on new leads for missing individuals. The solution will entail a repeatable and automated process that follows best practices for architecting in the cloud, such as designing for high availability and scalability.
Use Amazon Rekognition to Build a Facial Recognition SystemAmazon Web Services
Amazon Rekognition makes it easy to extract meaningful metadata from visual content. In this workshop, you will work in teams to build a simple system to help track missing persons. You’ll develop a solution that leverages Amazon Rekognition and other AWS services to analyze images from various sources (e.g., social media) and provide authorities with timely reports and alerts on new leads for missing individuals. The solution will entail a repeatable and automated process that follows best practices for architecting in the cloud, such as designing for high availability and scalability.
Similar to Building Serverless Websites with Lambda@Edge - AWS Online Tech Talks (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.
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.