Talk by Shankar Ganesh PJ and Krishna Vasudevan on the topic "Decentralized enterprise architecture using Blockchain & AWS" at AWS Community Day, Bangalore 2018
Keynote delivered by Madhusudan Sekhar on the topic "Chaos Engineering: Why breaking things should be practiced" presented at AWS Community Day, Bangalore 2018
Overview and best practices in using AWS EC2 Spot Instances
Presented by Chakra Nagarajan Specialist Solutions Architect – EC2 Spot at the November 2018 AWSUGBLR Meetup
Automate & Audit Cloud Governance & Compliance in Your Landing Zone (ENT315-R...Amazon Web Services
In this session, we explore landing zone considerations as they apply to compliance and auditing. We include such topics as a repeatable approach to SCP and IAM policy creation, internal separation of duty & "need to know", compliance scope ringfencing, Region scoping, scope of impact limitation, and mandatory access control. We review approaches for log and event analytics and log record lifecycle management (including redaction where necessary) and alerting. We also discuss how compliance assessment tools can be deployed in multi-account environments and their output sensibly interpreted. We encourage you to attend the full AWS Landing Zone track, including SEC303. Search for #awslandingzone in the session catalog.
Business fraud is a growing concern across online and offline transactions. In this chalk talk, we dive into detecting fraud using machine learning with Amazon SageMaker and Amazon Neptune. We discuss the details of building models, such as class imbalance. We also discuss the different costs of false positives and false negatives. Additionally, we talk about algorithms like Linear Learners that can be used to build healthy models in such scenarios.
Build a Visual Search Engine Using Amazon SageMaker and AWS Fargate (AIM341) ...Amazon Web Services
Visual search engines have a growing importance at companies like Pinterest as well as at e-commerce companies like Amazon.com and Gilt. In this chalk talk, we show you how to build a visual search engine using Amazon SageMaker and AWS Fargate.
Foundations of AWS Global Cloud Infrastructure (ARC217) - AWS re:Invent 2018Amazon Web Services
The unique global cloud infrastructure offered by AWS helps customers build reliable, available, secure, scalable, and fault-tolerant applications. AWS has more experience operating global cloud infrastructures that enables customers to run business-critical workloads in the public cloud than anyone else. In this session, learn how AWS is continuously enhancing and expanding the AWS global infrastructure through more Regions and Availability Zones, custom hardware, purpose-built global network backbone, and innovative energy management systems to deliver to our customers lower latency, greater reliability, greater scalability, and operational efficiencies.
How Rovio Uses ML to Acquire, Retain, and Monetize Users (GAM304) - AWS re:In...Amazon Web Services
Understanding gamer behavior is critical in acquiring, retaining, and monetizing users effectively. The cycle requires constant fine-tuning through expensive and complex live operations to offer fresh, fun, and challenging experiences. In this session, learn how Rovio uses machine learning (ML) to make this process faster, more efficient, and more accurate. Learn how to leverage AWS compute, analytics, and database services, such as Amazon S3, Amazon EC2, Amazon EMR, Amazon Athena, Amazon DynamoDB, and Amazon Redshift, to build an ML workflow that predicts the future interests and behaviors of gamers to better serve your needs and theirs.
Get hands on with the main components of AWS IoT Core. You will learn how to connect and manage your devices, secure device connections and data, process and act upon device data, and read and set device state at any time. You will see how the Device Gateway serves as the entry point for IoT devices connecting to AWS. The Device Gateway supports the MQTT, WebSockets, and HTTP 1.1 protocols. You will work with the high throughput Message Broker to securely transmit messages to and from all of your IoT devices and applications. The flexible nature of the Message Broker’s topic structure allows you to send messages to, or receive messages from, as many devices as you would like. It supports messaging patterns ranging from one-to-one command and control messaging, to one-to-one million (or more!) broadcast notification systems. You will set up the Registry to track device attributes and metadata and create a persistent, virtual version of each device known as the Device Shadow. Finally, you will explore the Rules Engine to author rules within the management console or write rules using a SQL-like syntax. Join us if you are a cloud architect, device engineer, software developer, or firmware engineer.
Keynote delivered by Madhusudan Sekhar on the topic "Chaos Engineering: Why breaking things should be practiced" presented at AWS Community Day, Bangalore 2018
Overview and best practices in using AWS EC2 Spot Instances
Presented by Chakra Nagarajan Specialist Solutions Architect – EC2 Spot at the November 2018 AWSUGBLR Meetup
Automate & Audit Cloud Governance & Compliance in Your Landing Zone (ENT315-R...Amazon Web Services
In this session, we explore landing zone considerations as they apply to compliance and auditing. We include such topics as a repeatable approach to SCP and IAM policy creation, internal separation of duty & "need to know", compliance scope ringfencing, Region scoping, scope of impact limitation, and mandatory access control. We review approaches for log and event analytics and log record lifecycle management (including redaction where necessary) and alerting. We also discuss how compliance assessment tools can be deployed in multi-account environments and their output sensibly interpreted. We encourage you to attend the full AWS Landing Zone track, including SEC303. Search for #awslandingzone in the session catalog.
Business fraud is a growing concern across online and offline transactions. In this chalk talk, we dive into detecting fraud using machine learning with Amazon SageMaker and Amazon Neptune. We discuss the details of building models, such as class imbalance. We also discuss the different costs of false positives and false negatives. Additionally, we talk about algorithms like Linear Learners that can be used to build healthy models in such scenarios.
Build a Visual Search Engine Using Amazon SageMaker and AWS Fargate (AIM341) ...Amazon Web Services
Visual search engines have a growing importance at companies like Pinterest as well as at e-commerce companies like Amazon.com and Gilt. In this chalk talk, we show you how to build a visual search engine using Amazon SageMaker and AWS Fargate.
Foundations of AWS Global Cloud Infrastructure (ARC217) - AWS re:Invent 2018Amazon Web Services
The unique global cloud infrastructure offered by AWS helps customers build reliable, available, secure, scalable, and fault-tolerant applications. AWS has more experience operating global cloud infrastructures that enables customers to run business-critical workloads in the public cloud than anyone else. In this session, learn how AWS is continuously enhancing and expanding the AWS global infrastructure through more Regions and Availability Zones, custom hardware, purpose-built global network backbone, and innovative energy management systems to deliver to our customers lower latency, greater reliability, greater scalability, and operational efficiencies.
How Rovio Uses ML to Acquire, Retain, and Monetize Users (GAM304) - AWS re:In...Amazon Web Services
Understanding gamer behavior is critical in acquiring, retaining, and monetizing users effectively. The cycle requires constant fine-tuning through expensive and complex live operations to offer fresh, fun, and challenging experiences. In this session, learn how Rovio uses machine learning (ML) to make this process faster, more efficient, and more accurate. Learn how to leverage AWS compute, analytics, and database services, such as Amazon S3, Amazon EC2, Amazon EMR, Amazon Athena, Amazon DynamoDB, and Amazon Redshift, to build an ML workflow that predicts the future interests and behaviors of gamers to better serve your needs and theirs.
Get hands on with the main components of AWS IoT Core. You will learn how to connect and manage your devices, secure device connections and data, process and act upon device data, and read and set device state at any time. You will see how the Device Gateway serves as the entry point for IoT devices connecting to AWS. The Device Gateway supports the MQTT, WebSockets, and HTTP 1.1 protocols. You will work with the high throughput Message Broker to securely transmit messages to and from all of your IoT devices and applications. The flexible nature of the Message Broker’s topic structure allows you to send messages to, or receive messages from, as many devices as you would like. It supports messaging patterns ranging from one-to-one command and control messaging, to one-to-one million (or more!) broadcast notification systems. You will set up the Registry to track device attributes and metadata and create a persistent, virtual version of each device known as the Device Shadow. Finally, you will explore the Rules Engine to author rules within the management console or write rules using a SQL-like syntax. Join us if you are a cloud architect, device engineer, software developer, or firmware engineer.
Breaking Containers: Chaos Engineering for Modern Applications on AWS (CON310...Amazon Web Services
You may have heard of the buzzwords “chaos engineering” and “containers.” But what do they have to do with each other? In this session, we introduce chaos engineering and share a live demo of how to practice chaos engineering principles on AWS. We walk through chaos engineering practices, tools, and success metrics you can use to inject failures in order to make your systems more reliable.
Debugging Gluon and Apache MXNet (AIM423) - AWS re:Invent 2018Amazon Web Services
In this chalk talk, we discuss how to troubleshoot the Gluon API for Apache MXNet from a PyCharm development environment by connecting to a remote server. We also discuss how to visualize the model and performance data using MXBoard.
Shift-Left SRE: Self-Healing with AWS Lambda Functions (DEV313-S) - AWS re:In...Amazon Web Services
Even the best continuous delivery and DevOps practices cannot guarantee that there will be no issues in production. The rise of Site Reliability Engineering (SRE) has promoted new ways to automate resilience into your system and applications to circumvent potential problems, but it’s time to “shift-left” this effort into engineering. In this session, learn to leverage AWS Lambda functions as “remediation as code.” We show how to make it part of your continuous delivery process and orchestrate the invocation of Self-Healing Lambda functions in case of unexpected situations impacting the reliability of your system. Gone are the days of traditional operation teams—it’s the rise of “shift-lefters”! This session is brought to you by AWS partner, Dynatrace.
How Avatars & AR Are Driving Innovation: Lessons from Electronic Caregiver (A...Amazon Web Services
Electronic Caregiver has embraced the use of augmented reality, artificial intelligence, machine learning, and virtual avatars to transform how it provides health and aging services. In this session, learn how the company translated 20 years of research and clinical experience into an innovative new product line, Addison Care, built on AWS services. We provide an overview of the architecture and facilitate a discussion on selecting and integrating various services. Come prepared for a lively session.
Serverless Architectural Patterns and Best Practices (ARC305-R2) - AWS re:Inv...Amazon Web Services
As serverless architectures become more popular, customers need a framework of patterns to help them identify how to leverage AWS to deploy their workloads without managing servers or operating systems. This session describes reusable serverless patterns while considering costs. For each pattern, we provide operational and security best practices and discuss potential pitfalls and nuances. We also discuss the considerations for moving an existing server-based workload to a serverless architecture. This session can help you recognize candidates for serverless architectures in your own organizations and understand areas of potential savings and increased agility.
Build Deep Learning Applications Using PyTorch and Amazon SageMaker (AIM432-R...Amazon Web Services
In this workshop, learn how to get started with the PyTorch deep learning framework using Amazon SageMaker, a fully managed platform to build, train, and deploy machine learning (ML) models at scale quickly and easily. First, we create a computer vision model using deep neural networks that helps us discover analytical information from our image dataset. Then, we use Amazon Redshift, a fully managed data warehouse, to perform analytics and find business value using the output of our ML model.
DevSecOps: Instituting Cultural Transformation for Public Sector Organization...Amazon Web Services
In this in-depth, interactive workshop, we examine how different public sector customers achieve this shift and analyze common success patterns. We address key points such as continuous compliance, integrating security, and removing people from the data to vastly improve the organization's security posture over traditional operating models. Takeaways include a blueprint for building a DevSecOps operating model in your organization; an understanding the security practitioners' point of view and embracing it to drive innovation; and ways to identify current operating characteristics in your organization and use them to drive a strategy for DevSecOps.
IoT Microcontrollers and Getting Started with Amazon FreeRTOS (IOT338-R1) - A...Amazon Web Services
Come explore the challenges of embedded development, and learn to use Amazon FreeRTOS to solve these challenges. We cover differentiated features, such as tickless mode for low power consumption and the ecosystem of tools available for development, test, and debug. We also discuss use cases and their choice of microcontroller architecture.
[REPEAT 1] Confidently Execute Your Cloud Audit: Expert Advice (SEC205-R1) - ...Amazon Web Services
For security-conscious businesses, SOC 2 compliance is a minimum requirement when considering a cloud-based SaaS or PaaS solution. In this session, AWS and Deloitte deliver a joint workshop designed to help customers who are considering or undergoing SOC 2 compliance be successful, from initiation to delivery. The workshop is interactive, with practical activities derived from real-life challenges that occur throughout the audit life cycle, including planning, scoping, control development, and audit execution. Customers walk away with confidence to execute their own SOC audit to validate the security and compliance of their own cloud applications.
Machine Learning for the Enterprise, ft. Sony Interactive Entertainment (ENT2...Amazon Web Services
Machine learning is powering innovation across industries, including media & entertainment, healthcare, finance, and many more. In this session, representatives from AWS and Sony Interactive Entertainment discuss building real-world scalable enterprise solutions with machine learning using Amazon SageMaker. Join us as we talk about managing large-scale systems and processes to get more value from data at any scale, with examples from Sony and AWS.
Proven Methodologies for Accelerating Your Cloud Journey (ENT308-S) - AWS re:...Amazon Web Services
In this session, learn how to accelerate your journey to the cloud while implementing a cloud-first strategy and without sacrificing the controls and standards required in a large, publicly-traded enterprise. Benefit from the insights developed from working with some of the most recognized brands in the world. Discover how these household names leverage automation, CI/CD, and a modular approach to workload design to ensure the consistent application of their security and governance requirements. Learn which approaches to use when transforming workloads to cloud-native technologies, including serverless and containers. With this approach, business users can finally receive properly governed resources without delaying or disrupting their need for agility, flexibility, and cloud scale. This session is brought to you by AWS partner, 2nd Watch.
Create a Virtual Concierge Using Sumerian Hosts (ARV201) - AWS re:Invent 2018Amazon Web Services
In this talk, we review the challenges of adding a virtual character to AR/VR applications and highlight how Amazon Sumerian solves these challenges. We discuss leading use cases and demonstrate how customers are creating dynamic, interactive virtual concierges using Sumerian hosts integrated with various AWS technologies, such as Amazon Polly, Amazon Lex, Amazon Rekognition, and AWS Lambda.
Five New Security Automations Using AWS Security Services & Open Source (SEC4...Amazon Web Services
In this session, we dive deep into the actual code behind various security automation and remediation functions. We demonstrate each script, describe the use cases, and perform a code review explaining the various challenges and solutions. All use cases are based on customer and C-level feedback and challenges. We look at things like IAM policy scope reduction, alert and ticket integration for security events, forensics and research on AWS resources, secure pipelines, and more. Please join us for a speaker meet-and-greet following this session at the Speaker Lounge (ARIA East, Level 1, Willow Lounge). The meet-and-greet starts 15 minutes after the session and runs for half an hour.
Rapid Innovation: The Business Case for Modern Application Development (SRV20...Amazon Web Services
Modern application development is not a buzzword—it’s an innovation strategy that organizations of all sizes can use to increase revenue, lower costs, and outpace the competition. In this session, learn how you can unblock digital product and service innovation for your own organization. Putting technology details aside, we explain what modern application development really is, why it matters to the business, what success metrics you should expect, and how to navigate your own transition.
How Verizon is Accelerating Cloud Adoption and Migration with the AWS Service...Amazon Web Services
Many enterprises want to drive faster cloud adoption and time to market (TTM) by allowing their developers, who have various skill sets, to onboard onto AWS quickly using self-service. However, enabling security, governance, and compliance while not compromising user experience can be a challenge. In this session, Verizon demonstrates how they use the AWS Service Catalog Connector for ServiceNow to create a robust self-service computing environment while meeting Verizon’s governance and security controls and achieving their goal of migrating > 30% of their applications onto AWS in a short timeframe.
From Monolith to Microservices (And All the Bumps along the Way) (CON360-R1) ...Amazon Web Services
Applications built on a microservices-based architecture and packaged as containers bring several benefits to your organization. In this session, Duolingo, a popular language-learning platform and an Amazon ECS customer, describes its journey from a monolith to a microservices architecture. We highlight the hurdles you may encounter, discuss how to plan your migration to microservices, and explain how you can use Amazon ECS to manage this journey.
The Theory and Math Behind Data Privacy and Security Assurance (SEC301) - AWS...Amazon Web Services
Data privacy and security are top concerns for customers in the cloud. In this session, the AWS Automated Reasoning group shares the advanced technologies, rooted in mathematical proof, that help provide the highest levels of security assurance in today's data-driven world. The Automated Reasoning group co-presents with Bridgewater, a customer that has leveraged these technologies to help confirm that security requirements are being met, an assurance not previously available from conventional tools.
Industrialize Machine Learning Using CI/CD Techniques (FSV304-i) - AWS re:Inv...Amazon Web Services
As financial institutions look to accelerate and scale their use of machine learning, they need to address questions related to specific results, such as the version of the code and the data that lead to a particular inference. The use of disparate and increasingly non-traditional data sources for activities such as targeted marketing, fraud detection, and improved returns is driving a need for structured development of machine learning models. In this session, we’ll discuss how we can use a combination of AWS services including Amazon SageMaker, AWS CodeCommit, AWS CodeBuild, and AWS CodePipeline to create a workflow that will help financial institutions meet their requirements and drive business results.
Making Hybrid Work for You: Getting into the Cloud Fast (GPSTEC308) - AWS re:...Amazon Web Services
Everywhere there is talk of modernization, containers, Kubernetes, and 900K containerized applications on Docker Hub. Yet only 35% of container workloads are in production. In this session, we explore why so many modernization journeys fail to move from the proof of concept or evaluation phase into production, and how application platforms are helping customers succeed. We explore how application platforms are mitigating the complexities and pitfalls, and how they assist enterprise customers not only in modernizing workloads but building hybrid application workloads and accelerating cloud adoption.
Emerging Trends in Big Data, Analytics, Machine Learning, and Internet-of-Thi...Michaela Bromfield
This presentation was delivered on March 7, 2018 at Gartner's Data and Analytics Summit in Grapevine, TX. Rahul Pathak, GM at AWS discusses Next Gen Architecture on AWS.
Breaking Containers: Chaos Engineering for Modern Applications on AWS (CON310...Amazon Web Services
You may have heard of the buzzwords “chaos engineering” and “containers.” But what do they have to do with each other? In this session, we introduce chaos engineering and share a live demo of how to practice chaos engineering principles on AWS. We walk through chaos engineering practices, tools, and success metrics you can use to inject failures in order to make your systems more reliable.
Debugging Gluon and Apache MXNet (AIM423) - AWS re:Invent 2018Amazon Web Services
In this chalk talk, we discuss how to troubleshoot the Gluon API for Apache MXNet from a PyCharm development environment by connecting to a remote server. We also discuss how to visualize the model and performance data using MXBoard.
Shift-Left SRE: Self-Healing with AWS Lambda Functions (DEV313-S) - AWS re:In...Amazon Web Services
Even the best continuous delivery and DevOps practices cannot guarantee that there will be no issues in production. The rise of Site Reliability Engineering (SRE) has promoted new ways to automate resilience into your system and applications to circumvent potential problems, but it’s time to “shift-left” this effort into engineering. In this session, learn to leverage AWS Lambda functions as “remediation as code.” We show how to make it part of your continuous delivery process and orchestrate the invocation of Self-Healing Lambda functions in case of unexpected situations impacting the reliability of your system. Gone are the days of traditional operation teams—it’s the rise of “shift-lefters”! This session is brought to you by AWS partner, Dynatrace.
How Avatars & AR Are Driving Innovation: Lessons from Electronic Caregiver (A...Amazon Web Services
Electronic Caregiver has embraced the use of augmented reality, artificial intelligence, machine learning, and virtual avatars to transform how it provides health and aging services. In this session, learn how the company translated 20 years of research and clinical experience into an innovative new product line, Addison Care, built on AWS services. We provide an overview of the architecture and facilitate a discussion on selecting and integrating various services. Come prepared for a lively session.
Serverless Architectural Patterns and Best Practices (ARC305-R2) - AWS re:Inv...Amazon Web Services
As serverless architectures become more popular, customers need a framework of patterns to help them identify how to leverage AWS to deploy their workloads without managing servers or operating systems. This session describes reusable serverless patterns while considering costs. For each pattern, we provide operational and security best practices and discuss potential pitfalls and nuances. We also discuss the considerations for moving an existing server-based workload to a serverless architecture. This session can help you recognize candidates for serverless architectures in your own organizations and understand areas of potential savings and increased agility.
Build Deep Learning Applications Using PyTorch and Amazon SageMaker (AIM432-R...Amazon Web Services
In this workshop, learn how to get started with the PyTorch deep learning framework using Amazon SageMaker, a fully managed platform to build, train, and deploy machine learning (ML) models at scale quickly and easily. First, we create a computer vision model using deep neural networks that helps us discover analytical information from our image dataset. Then, we use Amazon Redshift, a fully managed data warehouse, to perform analytics and find business value using the output of our ML model.
DevSecOps: Instituting Cultural Transformation for Public Sector Organization...Amazon Web Services
In this in-depth, interactive workshop, we examine how different public sector customers achieve this shift and analyze common success patterns. We address key points such as continuous compliance, integrating security, and removing people from the data to vastly improve the organization's security posture over traditional operating models. Takeaways include a blueprint for building a DevSecOps operating model in your organization; an understanding the security practitioners' point of view and embracing it to drive innovation; and ways to identify current operating characteristics in your organization and use them to drive a strategy for DevSecOps.
IoT Microcontrollers and Getting Started with Amazon FreeRTOS (IOT338-R1) - A...Amazon Web Services
Come explore the challenges of embedded development, and learn to use Amazon FreeRTOS to solve these challenges. We cover differentiated features, such as tickless mode for low power consumption and the ecosystem of tools available for development, test, and debug. We also discuss use cases and their choice of microcontroller architecture.
[REPEAT 1] Confidently Execute Your Cloud Audit: Expert Advice (SEC205-R1) - ...Amazon Web Services
For security-conscious businesses, SOC 2 compliance is a minimum requirement when considering a cloud-based SaaS or PaaS solution. In this session, AWS and Deloitte deliver a joint workshop designed to help customers who are considering or undergoing SOC 2 compliance be successful, from initiation to delivery. The workshop is interactive, with practical activities derived from real-life challenges that occur throughout the audit life cycle, including planning, scoping, control development, and audit execution. Customers walk away with confidence to execute their own SOC audit to validate the security and compliance of their own cloud applications.
Machine Learning for the Enterprise, ft. Sony Interactive Entertainment (ENT2...Amazon Web Services
Machine learning is powering innovation across industries, including media & entertainment, healthcare, finance, and many more. In this session, representatives from AWS and Sony Interactive Entertainment discuss building real-world scalable enterprise solutions with machine learning using Amazon SageMaker. Join us as we talk about managing large-scale systems and processes to get more value from data at any scale, with examples from Sony and AWS.
Proven Methodologies for Accelerating Your Cloud Journey (ENT308-S) - AWS re:...Amazon Web Services
In this session, learn how to accelerate your journey to the cloud while implementing a cloud-first strategy and without sacrificing the controls and standards required in a large, publicly-traded enterprise. Benefit from the insights developed from working with some of the most recognized brands in the world. Discover how these household names leverage automation, CI/CD, and a modular approach to workload design to ensure the consistent application of their security and governance requirements. Learn which approaches to use when transforming workloads to cloud-native technologies, including serverless and containers. With this approach, business users can finally receive properly governed resources without delaying or disrupting their need for agility, flexibility, and cloud scale. This session is brought to you by AWS partner, 2nd Watch.
Create a Virtual Concierge Using Sumerian Hosts (ARV201) - AWS re:Invent 2018Amazon Web Services
In this talk, we review the challenges of adding a virtual character to AR/VR applications and highlight how Amazon Sumerian solves these challenges. We discuss leading use cases and demonstrate how customers are creating dynamic, interactive virtual concierges using Sumerian hosts integrated with various AWS technologies, such as Amazon Polly, Amazon Lex, Amazon Rekognition, and AWS Lambda.
Five New Security Automations Using AWS Security Services & Open Source (SEC4...Amazon Web Services
In this session, we dive deep into the actual code behind various security automation and remediation functions. We demonstrate each script, describe the use cases, and perform a code review explaining the various challenges and solutions. All use cases are based on customer and C-level feedback and challenges. We look at things like IAM policy scope reduction, alert and ticket integration for security events, forensics and research on AWS resources, secure pipelines, and more. Please join us for a speaker meet-and-greet following this session at the Speaker Lounge (ARIA East, Level 1, Willow Lounge). The meet-and-greet starts 15 minutes after the session and runs for half an hour.
Rapid Innovation: The Business Case for Modern Application Development (SRV20...Amazon Web Services
Modern application development is not a buzzword—it’s an innovation strategy that organizations of all sizes can use to increase revenue, lower costs, and outpace the competition. In this session, learn how you can unblock digital product and service innovation for your own organization. Putting technology details aside, we explain what modern application development really is, why it matters to the business, what success metrics you should expect, and how to navigate your own transition.
How Verizon is Accelerating Cloud Adoption and Migration with the AWS Service...Amazon Web Services
Many enterprises want to drive faster cloud adoption and time to market (TTM) by allowing their developers, who have various skill sets, to onboard onto AWS quickly using self-service. However, enabling security, governance, and compliance while not compromising user experience can be a challenge. In this session, Verizon demonstrates how they use the AWS Service Catalog Connector for ServiceNow to create a robust self-service computing environment while meeting Verizon’s governance and security controls and achieving their goal of migrating > 30% of their applications onto AWS in a short timeframe.
From Monolith to Microservices (And All the Bumps along the Way) (CON360-R1) ...Amazon Web Services
Applications built on a microservices-based architecture and packaged as containers bring several benefits to your organization. In this session, Duolingo, a popular language-learning platform and an Amazon ECS customer, describes its journey from a monolith to a microservices architecture. We highlight the hurdles you may encounter, discuss how to plan your migration to microservices, and explain how you can use Amazon ECS to manage this journey.
The Theory and Math Behind Data Privacy and Security Assurance (SEC301) - AWS...Amazon Web Services
Data privacy and security are top concerns for customers in the cloud. In this session, the AWS Automated Reasoning group shares the advanced technologies, rooted in mathematical proof, that help provide the highest levels of security assurance in today's data-driven world. The Automated Reasoning group co-presents with Bridgewater, a customer that has leveraged these technologies to help confirm that security requirements are being met, an assurance not previously available from conventional tools.
Industrialize Machine Learning Using CI/CD Techniques (FSV304-i) - AWS re:Inv...Amazon Web Services
As financial institutions look to accelerate and scale their use of machine learning, they need to address questions related to specific results, such as the version of the code and the data that lead to a particular inference. The use of disparate and increasingly non-traditional data sources for activities such as targeted marketing, fraud detection, and improved returns is driving a need for structured development of machine learning models. In this session, we’ll discuss how we can use a combination of AWS services including Amazon SageMaker, AWS CodeCommit, AWS CodeBuild, and AWS CodePipeline to create a workflow that will help financial institutions meet their requirements and drive business results.
Making Hybrid Work for You: Getting into the Cloud Fast (GPSTEC308) - AWS re:...Amazon Web Services
Everywhere there is talk of modernization, containers, Kubernetes, and 900K containerized applications on Docker Hub. Yet only 35% of container workloads are in production. In this session, we explore why so many modernization journeys fail to move from the proof of concept or evaluation phase into production, and how application platforms are helping customers succeed. We explore how application platforms are mitigating the complexities and pitfalls, and how they assist enterprise customers not only in modernizing workloads but building hybrid application workloads and accelerating cloud adoption.
Emerging Trends in Big Data, Analytics, Machine Learning, and Internet-of-Thi...Michaela Bromfield
This presentation was delivered on March 7, 2018 at Gartner's Data and Analytics Summit in Grapevine, TX. Rahul Pathak, GM at AWS discusses Next Gen Architecture on AWS.
Connecting the Unconnected using GraphDB - Tel Aviv Summit 2018Amazon Web Services
In this session, we will build on stage microservices that will be used to access in real time the data collected in the previous sessions. We will focus on Amazon Neptune, the new Graph database and Amazon Rekognition, the image recognition service.
The first step towards knowing your customer is to collect and extract insights and actionable information from your data. Learn how AWS enables you to cost efficiently store any amount of data and build an agile approach to data mining and visualization - helping you to make efficient business decisions and targeted offerings.
Using AI for real-life data enrichment - Tel Aviv Summit 2018Amazon Web Services
In this session, we will learn how we used Amazon Machine Learning services to enrich our datasets, we will use Amazon rekognition to extract data from pictures and Amazon comprehend to get sentiments and areas of interests from posts. We'll use Amazon SageMaker built-in algorithms to easily build and train a machine learning model and deploy it into a production-ready hosted environment.
Using Big Data Retail to Build a Single View of Your Customer.pdfAmazon Web Services
A key challenge faced by retailers is how to form an integrated single view of their customers across multiple retail channels to better understand purchasing behaviours and patterns. In this session, we’ll present a solution that merges web analytics data with customer purchase history based on AWS API Gateway, Lambda, and S3. Learn how to track customer purchase behaviours across channels to better predict future needs and make relevant, intelligent recommendations.
In this webinar, you’ll learn how to reduce time-to-market when building or expanding your mobile presence with AWS services. Quickly onboard users of your e-commerce platform and manage identities and access controls. Engage and increase user retention with push notifications, messaging, analytics, and campaigns. Learn more about managing access to your APIs with a serverless back-end architecture, and test your apps on a broad array of devices to ensure quality releases.
Chaos Engineering: Why Breaking Things Should Be Practiced - AWS Developer Wo...Amazon Web Services
Chaos Engineering: Why Breaking Things Should Be Practiced - AWS Developer Workshop at Web Summit 2018
Ever wondered how companies delivering global services like Amazon or Netflix are architecting and testing their software systems? If you are curious and want to learn how they do it - this session is for you!
With the rise of micro-services and large-scale distributed architectures, software systems have grow increasingly complex and hard to understand. Adding to that complexity, the velocity of software delivery has also dramatically increased, resulting in failures being harder to predict and contain. While the cloud allows for high availability, redundancy and fault-tolerance, no single component can guarantee 100% uptime. Therefore, we have to understand availability but especially learn how to design architectures with failure in mind. And since failures have become more and more chaotic in nature, we must turn to chaos engineering in order to identify failures before they become outages. In this talk, I will deep dive into availability, reliability and large-scale architectures and make an introduction to chaos engineering, a discipline that promotes breaking things on purpose in order to learn how to build more resilient systems.
Speaker: Adrian Hornsby - Technical Evangelist, AWS
AWS Startup Day Toronto - Sudip Chakrabarti- Building & Selling AI-Powered En...Amazon Web Services
Machine learning has the potential to transform enterprises, leading to the discovery of thousands of opportunities for improved efficiencies across marketing, sales, and operations. As a result, every enterprise executive and board member is asking or being asked: how will your organization capitalize? For startups, the opportunity is rivaled only by the challenges. How to strike the balance between product and service when context is king in enterprises? How does one educate customers with so much hype in the market? How to demonstrate value in complex enterprise sales? Cyft has faced these and many more questions in the course of building a startup in the highly regulated, highly complex world of healthcare. Cyft founder and CEO, Dr. Leonard D'Avolio will share his experiences and lessons learned to help other founders accelerate their journeys toward success.
Starting your Cloud Transformation Journey - Tel Aviv Summit 2018Amazon Web Services
Understand the values your organization can get from the cloud is the first step in your cloud transformation journey.
We will share best practices for getting started with Cloud Computing and not only from the technical perspective (culture change and gains, building teams, business case, project selection and more). Join us for this session and Let's Start your Cloud journey.
Starting your Cloud Transformation Journey - Tel Aviv Summit 2018Boaz Ziniman
Understand the values your organization can get from the cloud is the first step in your cloud transformation journey.
We will share best practices for getting started with Cloud Computing and not only from the technical perspective (culture change and gains, building teams, business case, project selection and more). Join us for this session and Let's Start your Cloud journey.
IoT from Cloud to Edge & Back Again - WebSummit 2018Boaz Ziniman
Building IoT solutions require a lot of heavy lifting. AWS IoT helps you deal with security, connectivity, date, business logic, updates and more and allows you to extend cloud capabilities to your edge devices. In this tech talk, we'll discuss the challenges of running IoT devices and how constrained devices can leverage AWS IoT. We'll use AWS IoT Button and other devices to demonstrate building a real, securely connected, product with AWS IoT.
IoT - From Cloud to Edge & Back Again: AWS Developer Workshop at Web Summit 2018Amazon Web Services
IoT - From Cloud to Edge & Back Again: AWS Developer Workshop at Web Summit 2018
Building IoT solutions require a lot of heavy lifting. AWS IoT helps you deal with security, connectivity, date, business logic, updates and more and allows you to extend cloud capabilities to your edge devices. In this tech talk, we will discuss the challenges of running IoT devices and how constrained devices can leverage AWS IoT. We will use AWS IoT Button and other devices to demonstrate building a real, securely connected, product with AWS IoT.
Speaker: Boaz Ziniman - Technical Evangelist, AWS
Build, Deploy, and Serve Machine Learning Models on Streaming Data (ANT345-R1...Amazon Web Services
As data grows exponentially in organizations, there is an increasing need to use machine learning (ML) to gather insights from this data at scale and use those insights for real-time predictions on incoming data. This workshop walks you through the following: 1) training a Spark Model using Amazon SageMaker pointed to Apache Livy running on an Amazon EMR Spark cluster, 2) hosting the Spark model on Amazon SageMaker to serve a RESTful inference API, 3) and using the RESTful API to serve real-time predictions on streaming data from Amazon Kinesis Data Streams.
Build a Searchable Media Library & Moderate Content at Scale Using Machine Le...Amazon Web Services
Companies have to process, analyze, and extract meaning from ever-growing volumes of audio, image, and video data. Automating media workflows, such as image and video indexing or manual transcription for closed captions, can help you scale the growth of your media library and save time from manual, error-prone work. In this workshop, you learn how to automate workflows using the Media Analysis Solution, which includes Amazon Rekognition, Amazon Transcribe, and Amazon Comprehend. You learn how to extract metadata from media files and create a searchable library of metadata.
Recommendation is one of the most popular applications in machine learning (ML). In this workshop, we’ll show you how to build a movie recommendation model based on factorization machines — one of the built-in algorithms of Amazon SageMaker — and the popular MovieLens dataset.
Building Serverless IoT solutions - EPAM SEC 2018 MinskBoaz Ziniman
AWS IoT is a managed cloud platform, that lets connected devices easily and securely interact with cloud applications and other devices. With the power of Serverless and AWS Lambda, it allows you to build IoT solutions, at any scale, without dealing with any servers.
In this tech talk, we will discuss the challenges of running IoT devices and how constrained devices can leverage AWS IoT. We will use AWS IoT Button and other devices to demonstrate building a real, securely connected, product with AWS IoT.
A sustainable research platform helps bring data, analytics, funding, and skills together easily. In this session in order to reduce time to science, our speakers will share how they are leveraging cloud to develop internal and external communities to support secure data sharing, analytics evolution, and skills development. Topics include approaches for workforce development, democratizing data science, securing platforms for research and innovation, simplifying access for researchers, as well as AWS programs to support research.
Similar to Decentralized enterprise architecture using Blockchain & AWS (20)
Building Efficient, Scalable and Resilient Front-end logging service with AWSAWS User Group Bengaluru
The number of internet users is increasing rapidly and so is the number of mobile/web applications. Processing and analyzing user activity is one of the techniques to observe/monitor mobile/web apps. Much of this user activity is captured by the mobile app as a structured log.
The problem we are trying to solve here is building and operating a processing backend that ingests activity data from millions of devices with availability and SLA guarantees.
This talk was presented at AWS Community Day Bengaluru 2019 by Kokilavani Kathiresan, Ravikumar Kota and Shailja Agarwala - Intuit
We'll be walking through our AWS journey wherein we'll start with our humble beginnings and how we had to scale ourselves in order to cater to our current business needs.
This talk was presented at AWS Community Day Bengaluru 2019 by Pranesh Vittal, Database Architect, Medlife.com and Prasanna Desai, Senior Build And Release Engineer, Medlife.com
CFP - AWS Community Day 2019
CFP - AWS Community Day 2019
100%
10
One of the best practices in Cloud solutions is reliability and consistency is using credentials and this session explains on how to Implement this practice using AWS Secrets Manager
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One of the best practices in Cloud solutions is reliability and consistency is using credentials and this session explains on how to Implement this practice using AWS Secrets Manager
This talk was presented at AWS Community Day Bengaluru 2019 by Vijayanirmala, Devops Solution lead, Sonata software limited
Exploring opportunities with communities for a successful career
This talk was presented at AWS Community Day Bengaluru 2019 by Shwetha Lakshman Rao, Sr. MTS , VMware software India & City Director - Women Who Code Bangalore and Moderated by Bhuvaneswari Subramani, AWS re:Invent Diversity Scholarship Recipient
In the talk I speak about our year long journey of implementing a distributed system that needed to run on scale, and what mistakes we made and how we learnt from them. Talk also touches on a very interesting problem of ordering writes in a distributed environment without any locking. The takeaway for the audience would be around how to approach a problem when they are solving for scale.
This talk was presented at AWS Community Day Bengaluru 2019 by Manik Jindal, Computer Scientist, Adobe
Cloud Security is critical to Data Security and Application Resilience against CyberAttacks. This talk looks at Security Best Practices that need to be practised.
This talk was presented at AWS Community Day Bengaluru 2019 by Amar Prusty, Cloud-Data Center Consultant Architect, DXC Technology
Deep dive session on Cloud Financial Management Fundamentals and Cost Optimization in AWS.
Presented by Spencer Marley, APAC BD at the November 2018 AWSUGBLR Meetup
Ready access to high performance Python with Intel Distribution for Python 2018AWS User Group Bengaluru
Talk by Mayank Tiwari, Technical Consulting Engineer, Intel Software on the topic "Ready access to high performance Python with Intel Distribution for Python 2018" at AWS Community Day, Bangalore 2018
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...Neo4j
Leonard Jayamohan, Partner & Generative AI Lead, Deloitte
This keynote will reveal how Deloitte leverages Neo4j’s graph power for groundbreaking digital twin solutions, achieving a staggering 100x performance boost. Discover the essential role knowledge graphs play in successful generative AI implementations. Plus, get an exclusive look at an innovative Neo4j + Generative AI solution Deloitte is developing in-house.
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Building RAG with self-deployed Milvus vector database and Snowpark Container...Zilliz
This talk will give hands-on advice on building RAG applications with an open-source Milvus database deployed as a docker container. We will also introduce the integration of Milvus with Snowpark Container Services.
How to Get CNIC Information System with Paksim Ga.pptxdanishmna97
Pakdata Cf is a groundbreaking system designed to streamline and facilitate access to CNIC information. This innovative platform leverages advanced technology to provide users with efficient and secure access to their CNIC details.
zkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex ProofsAlex Pruden
This paper presents Reef, a system for generating publicly verifiable succinct non-interactive zero-knowledge proofs that a committed document matches or does not match a regular expression. We describe applications such as proving the strength of passwords, the provenance of email despite redactions, the validity of oblivious DNS queries, and the existence of mutations in DNA. Reef supports the Perl Compatible Regular Expression syntax, including wildcards, alternation, ranges, capture groups, Kleene star, negations, and lookarounds. Reef introduces a new type of automata, Skipping Alternating Finite Automata (SAFA), that skips irrelevant parts of a document when producing proofs without undermining soundness, and instantiates SAFA with a lookup argument. Our experimental evaluation confirms that Reef can generate proofs for documents with 32M characters; the proofs are small and cheap to verify (under a second).
Paper: https://eprint.iacr.org/2023/1886
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems