The document discusses Black Knight Inc.'s transition from a traditional on-premise architecture to a serverless architecture for its AI assistant AIVA. The traditional architecture had high costs, slow performance, and scalability issues. The new serverless architecture on AWS significantly improved key performance indicators like cost per transaction, deployment speed, and transaction capacity. Principles that helped the transition include building independently deployable services, using GitHub for source control, avoiding traditional databases, and adopting AWS Step Functions for orchestration. The changes allowed AIVA to process millions of loan documents for major lenders with high accuracy and fast turnaround times.
Searching for patterns: Log analytics using Amazon ES - ADB205 - New York AWS...Amazon Web Services
Amazon Elasticsearch Service gives customers many options for log analytics. From small environments with a single application to large environments where multiple teams log five terabytes or more per day with retention periods that span months, Amazon ES provides a tool kit that gives organizations a holistic view of their application logs. In this session, we discuss effective patterns leveraged by organizations across the AWS ecosystem and gives you foundational knowledge and deployment architectures that will accelerate your goals of building a cost-effective logging solution.
AWS App Mesh: Manage services mesh discovery, recovery, and monitoring - MAD3...Amazon Web Services
Modern applications typically comprise multiple services. Each service may be built using multiple types of compute infrastructure such as Amazon EC2 and AWS Fargate. As the number of an application’s services grows, pinpointing the location of errors, rerouting traffic after failures, and safely deploying code changes becomes difficult. Previously, you needed to build monitoring and control logic directly into your code and redeploy your service every time there are changes. In this session, we explain how AWS App Mesh provides application-level networking to make it easy for your services to communicate with each other across multiple types of compute infrastructure.
Get hands-on with AWS DeepRacer and compete in the AWS DeepRacer League - AIM...Amazon Web Services
Get behind your keyboard for an immersive experience with AWS DeepRacer and reinforcement learning. In this workshop, developers with no prior machine-learning experience can acquire new skills and apply their knowledge in a fun and exciting way. Join a pit crew and build and train ML models that you can take to the track for a chance to climb the AWS DeepRacer League leaderboard. Start your engines—the race is on! Bring your laptop.
Amazon Elastic Compute Cloud (Amazon EC2) offers a variety of compute instances and fits a wide variety of use cases, from static websites to high-performance supercomputing on demand. In this session, we review Amazon EC2 and explore its latest features, including new instance families and how to export Amazon Lightsail instances and volumes to Amazon EC2. We explain differences between hardware types and capabilities, optimal use cases, using Amazon EC2 Amazon EBS for high performance, and scalable storage attached to your instances for relational and nonrelational databases. We also cover best practices for optimizing Amazon EC2 for your business.
Next generation intelligent data lakes, powered by GraphQL & AWS AppSync - MA...Amazon Web Services
GraphQL is a query language for APIs and a runtime to fulfill these queries, allowing applications to easily connect and access data stored on any type of database technology or API. AWS AppSync provides a powerful and flexible serverless GraphQL API that securely accesses, manipulates, and combines data from multiple sources at any scale, enabling you to build any kind of application on a range of data sources independently of the underlying database technology. In this session, we discuss different use cases where AWS AppSync and GraphQL power next-generation applications. Special guest, Candid Partners, shares how it uses AWS AppSync in its Data Fabric solution to simplify large-scale data management using a GraphQL API to interact with data lakes.
How Millennium Management achieves provable security with AWS Zelkova - FSV30...Amazon Web Services
Data exfiltration is a key concern for financial institutions, which often store personally identifiable information, payment card information, and proprietary methods or algorithms. Balancing security and agility in identity and access management (IAM) policies is critical. To achieve this balance, Millennium Management developed a security framework that integrates into CI/CD pipelines. This framework utilizes semantic reasoning, proprietary security evaluations, and AWS Zelkova to achieve provably secure IAM policies pre-deployment in a distributed, multi-account environment. Learn how Millennium combined Zelkova with services such as AWS Step Functions, AWS Lambda, and AWS CodePipeline—for rapid development while mitigating data exfiltration risk.
Using ML to detect and prevent fraud without compromising user experience - F...Amazon Web Services
Based on NuData Security’s experience analyzing internet traffic, the company estimates that more than half is fake, which translates into significant fraudulent activity around login and authentication. Unfortunately, conventional username/password-based authentication is unreliable, and multifactor authentication adds user friction. Is there a way to solve account takeover, automated attacks, and known-user recognition without compromising user experience? NuData has taken a cloud-native approach to detecting identity threats and preventing fraud. Learn how the company built an AI/ML-powered platform that enables rapid response to an ever-changing attack landscape and accelerates innovation to crush attack vectors at any scale.
Introduction to EC2 A1 instances, powered by the AWS Graviton processor - CMP...Amazon Web Services
Amazon EC2 A1 instances are the first EC2 instances powered by Arm-based AWS Graviton processors. They deliver significant cost savings for scale-out and Arm-based applications, such as web servers, containerized microservices, caching fleets, and distributed data stores that are supported by the extensive Arm ecosystem. In this chalk talk, learn about EC2 A1 instances, understand the use cases, and watch demonstrations of how easy it can be to migrate and run your workloads on EC2 A1. Discussion and questions are encouraged.
Searching for patterns: Log analytics using Amazon ES - ADB205 - New York AWS...Amazon Web Services
Amazon Elasticsearch Service gives customers many options for log analytics. From small environments with a single application to large environments where multiple teams log five terabytes or more per day with retention periods that span months, Amazon ES provides a tool kit that gives organizations a holistic view of their application logs. In this session, we discuss effective patterns leveraged by organizations across the AWS ecosystem and gives you foundational knowledge and deployment architectures that will accelerate your goals of building a cost-effective logging solution.
AWS App Mesh: Manage services mesh discovery, recovery, and monitoring - MAD3...Amazon Web Services
Modern applications typically comprise multiple services. Each service may be built using multiple types of compute infrastructure such as Amazon EC2 and AWS Fargate. As the number of an application’s services grows, pinpointing the location of errors, rerouting traffic after failures, and safely deploying code changes becomes difficult. Previously, you needed to build monitoring and control logic directly into your code and redeploy your service every time there are changes. In this session, we explain how AWS App Mesh provides application-level networking to make it easy for your services to communicate with each other across multiple types of compute infrastructure.
Get hands-on with AWS DeepRacer and compete in the AWS DeepRacer League - AIM...Amazon Web Services
Get behind your keyboard for an immersive experience with AWS DeepRacer and reinforcement learning. In this workshop, developers with no prior machine-learning experience can acquire new skills and apply their knowledge in a fun and exciting way. Join a pit crew and build and train ML models that you can take to the track for a chance to climb the AWS DeepRacer League leaderboard. Start your engines—the race is on! Bring your laptop.
Amazon Elastic Compute Cloud (Amazon EC2) offers a variety of compute instances and fits a wide variety of use cases, from static websites to high-performance supercomputing on demand. In this session, we review Amazon EC2 and explore its latest features, including new instance families and how to export Amazon Lightsail instances and volumes to Amazon EC2. We explain differences between hardware types and capabilities, optimal use cases, using Amazon EC2 Amazon EBS for high performance, and scalable storage attached to your instances for relational and nonrelational databases. We also cover best practices for optimizing Amazon EC2 for your business.
Next generation intelligent data lakes, powered by GraphQL & AWS AppSync - MA...Amazon Web Services
GraphQL is a query language for APIs and a runtime to fulfill these queries, allowing applications to easily connect and access data stored on any type of database technology or API. AWS AppSync provides a powerful and flexible serverless GraphQL API that securely accesses, manipulates, and combines data from multiple sources at any scale, enabling you to build any kind of application on a range of data sources independently of the underlying database technology. In this session, we discuss different use cases where AWS AppSync and GraphQL power next-generation applications. Special guest, Candid Partners, shares how it uses AWS AppSync in its Data Fabric solution to simplify large-scale data management using a GraphQL API to interact with data lakes.
How Millennium Management achieves provable security with AWS Zelkova - FSV30...Amazon Web Services
Data exfiltration is a key concern for financial institutions, which often store personally identifiable information, payment card information, and proprietary methods or algorithms. Balancing security and agility in identity and access management (IAM) policies is critical. To achieve this balance, Millennium Management developed a security framework that integrates into CI/CD pipelines. This framework utilizes semantic reasoning, proprietary security evaluations, and AWS Zelkova to achieve provably secure IAM policies pre-deployment in a distributed, multi-account environment. Learn how Millennium combined Zelkova with services such as AWS Step Functions, AWS Lambda, and AWS CodePipeline—for rapid development while mitigating data exfiltration risk.
Using ML to detect and prevent fraud without compromising user experience - F...Amazon Web Services
Based on NuData Security’s experience analyzing internet traffic, the company estimates that more than half is fake, which translates into significant fraudulent activity around login and authentication. Unfortunately, conventional username/password-based authentication is unreliable, and multifactor authentication adds user friction. Is there a way to solve account takeover, automated attacks, and known-user recognition without compromising user experience? NuData has taken a cloud-native approach to detecting identity threats and preventing fraud. Learn how the company built an AI/ML-powered platform that enables rapid response to an ever-changing attack landscape and accelerates innovation to crush attack vectors at any scale.
Introduction to EC2 A1 instances, powered by the AWS Graviton processor - CMP...Amazon Web Services
Amazon EC2 A1 instances are the first EC2 instances powered by Arm-based AWS Graviton processors. They deliver significant cost savings for scale-out and Arm-based applications, such as web servers, containerized microservices, caching fleets, and distributed data stores that are supported by the extensive Arm ecosystem. In this chalk talk, learn about EC2 A1 instances, understand the use cases, and watch demonstrations of how easy it can be to migrate and run your workloads on EC2 A1. Discussion and questions are encouraged.
Migrating monolithic applications with the strangler pattern - FSV303 - New Y...Amazon Web Services
“Lifting and shifting” an enterprise-scale application will yield some of the benefits of the cloud, but elasticity and agility may still be limited. Conversely, rewriting that application to be cloud-native can be costly in terms of both time and money and could cause you to miss market opportunities. This session explores the challenges financial institutions face when migrating their existing portfolio of applications to the cloud. Then, we share practical tips to migrate applications to realize cloud-native architectural benefits incrementally using the strangler pattern.
Getting Started with Microservices, Containers, and Serverless ArchitecturesAmazon Web Services
Microservices, containers, serverless - these industry buzzwords are hot right now. Breaking down monolithic applications and architectures is a central theme across industries as organizations move to adopt new technologies and take advantage of the AWS cloud to scale, while rapidly innovating to meet changing customer expectations and competitive challenges.
In this session, we'll take a closer look at what is actually required to "break down the monolith" and provide some strategies and design patterns for building microservices on AWS.
Speakers:
Vikas Tiwari, Public Sector Solutions Architect, AWS
Mandar Patil, Solutions Architect, AWS
Building enterprise solutions with blockchain technology - SVC217 - New York ...Amazon Web Services
Blockchain technology is evolving rapidly. Are you ready to take advantage of blockchain’s use cases for the enterprise? In this session, learn about blockchain and its enterprise use cases, how AWS views blockchain technology, and learn about our services and about the features of our new managed blockchain service, Amazon Managed Blockchain, which makes it easy to build and manage scalable Hyperledger Fabric networks on AWS.
Tech deep dive: Cloud data management with Veeam and AWS - SVC216-S - New Yor...Amazon Web Services
There are many considerations when moving backups to AWS and managing data protection across on-premises and cloud environments. Veeam and N2WS (a Veeam company) enable data protection and portability to the AWS Cloud with enterprise-class backup and disaster recovery for Amazon EC2, Amazon RDS, Amazon DynamoDB, and Amazon EBS. In this technical session, learn how to scale for growth on the AWS Cloud and manage data protection for thousands of Amazon EC2 instances. We also cover how to back up, restore, and protect databases and workloads. This presentation is brought to you by AWS partner Veeam.
What's new in Amazon Aurora - ADB204 - Santa Clara AWS Summit.pdfAmazon Web Services
Amazon Aurora is a fully managed MySQL and PostgreSQL-compatible relational database with the speed, reliability, and availability of commercial databases at one-tenth the cost. It is up to five times faster than standard MySQL databases and three times faster than standard PostgreSQL databases. This session provides an overview of Aurora, explores recently announced features, such as serverless, multi-master, and performance insights, and helps you get started.
Optimize deep learning training and inferencing using GPU and Amazon SageMake...Amazon Web Services
In this workshop, you gain hands-on experience with Amazon SageMaker, which offers the highest performing GPU-based training instances in the cloud for efficient model training and cost-effective model inference hosting. We first introduce the most common machine vision scenarios. Then, we share the deep learning application development lifecycle. Finally, we demonstrate how to accelerate the process by leveraging the power of Amazon EC2 P3 GPU instances.
AWS Quick Start is a free event designed to educate you about the AWS platform with architectural best practices, expert tips, and demonstrations. Join us as we cover a broad range of getting started topics to help you fast-track your success and build on AWS.
Connecting your devices at scale, ft. Discovery - SVC205 - New York AWS SummitAmazon Web Services
AWS IoT Core is a managed cloud service that lets connected devices easily and securely interact with cloud applications and other devices. In this session, we discuss how AWS IoT Core can help you securely connect and manage devices, process and act on device data, and read and set device state. We are also joined by Discovery, which has built a data pipeline—a special-purpose, highly scalable, performant, flexible publish-subscribe system designed to collect, store, stream, and query events—built entirely on AWS. A representative from Discovery discusses how the company used AWS IoT Core to substantially improve subscriber integrations.
Do you need a ledger database or a blockchain - SVC208 - Atlanta AWS Summit.pdfAmazon Web Services
In this session, we introduce Amazon Quantum Ledger Database (Amazon QLDB) and Amazon Managed Blockchain. We discuss what these services do, the problems they solve, and when you should use each one. We also dive into their features and explain how they work.
IoT transformation begins at home, but how can you get started quickly? Voice is a natural interface to interact not just with the world around us but also with physical assets and things, such as connected home devices like lights, thermostats, or TVs. In this session, we discuss how you can connect and control devices in your home using AWS IoT services and the Alexa Skills Kit. By the end of the session, you’ll have a set of best practices for how to build IoT products in the connected home.
Driving performance & security across your industrial facility with AWS - SVC...Amazon Web Services
AWS IoT services help you easily monitor equipment across your industrial facilities to identify waste, such as breakdown of equipment and processes, production inefficiencies, and defects in products; identify complex events, such as equipment malfunctions; and audit security policies and take action if security threats are detected. This chalk talk walks through how to unlock OT data; compute common industrial performance metrics; build applications to analyze industrial equipment data and detect complex events; and utilize built-in device authentication and authorization, data encryption, and device security anomaly detection.
Building home security solutions at scale, ft. Comcast - SVC206 - New York AW...Amazon Web Services
IoT applications are rapidly becoming more intelligent, especially when it comes to home security solutions such as entry sensors, motion detectors, home automation, and video monitoring. Combine IoT with serverless video streaming, analysis, and playback, and you have a powerful solution at a scale and price that make business sense. In this session, learn how to build intelligent home security applications using Amazon Kinesis Video Streams and AWS IoT services. We are joined by a representative from Comcast, which migrated to AWS to power their Xfinity Home security cameras and focus on secure storage of video data from customers worldwide.
Developing serverless applications with .NET using AWS SDK & tools - MAD311 -...Amazon Web Services
Developers are increasingly looking to modernize their .NET applications on AWS and use the AWS development tools for .NET to quickly get started and manage their applications. In this session, we do a deep dive and demonstrate the latest updates to .NET for serverless development and the AWS SDK and tools for .NET to make development easier, more powerful, and productive.
The Zen of governance - Establish guardrails and empower builders - SVC201 - ...Amazon Web Services
IT organizations often see governance control and innovation as competing priorities. Compliance-minded individuals may view rapid innovation as disruptive to the security, health, and stability of their organizations. Innovation-minded individuals may view governance control as inhibiting growth. With AWS, you don’t have to choose between governance control and growth—you can have both. In this session, we provide an overview of the common challenges in this area and share how to use AWS services to solve them. We explain how to establish guardrails to improve security and compliance while empowering builders to speed innovation.
Deploy and manage Kubernetes on AWS from your on-premises environment - DEM07...Amazon Web Services
At Cisco, we believe that cloud doesn’t have to be complex, and organizations should have the freedom to adopt the best public cloud services available while also making the most out of their existing application and infrastructure investments. In this session, learn how you can use the Cisco Hybrid Solution for Kubernetes on AWS, the first offering of its kind, to deploy, connect, secure, and monitor Kubernetes-based applications and infrastructure consistently across your data center and AWS. Cisco’s Hybrid Solution employs common authentication and policies leveraging AWS Identity and Access Management (IAM), but it also supports the full lifecycle of noncontainerized applications. This presentation is brought to you by AWS partner, Cisco Systems Inc.
Deploy and scale your first cloud application with Amazon Lightsail - CMP208 ...Amazon Web Services
In this session, learn how to deploy a two-tier LAMP stack web using Amazon Lightsail, and discover how to scale your app with load balancers and snapshots. We show you how to migrate your application so that you can leverage Amazon EC2 and Amazon Relational Database Service (Amazon RDS). By the end of the tech talk, you will have some best practices for deploying applications on Lightsail, and you'll understand when to choose Lightsail, Amazon EC2, or Amazon RDS.
Databases on AWS - The right tool for the right job - ADB203 - Santa Clara AW...Amazon Web Services
In this session, we cover a purpose-built strategy for databases, where you choose the right tool for the job. We explain why your application should drive the requirements of a database, not the other way around. We introduce AWS databases that are purpose-built for your application scenarios. We explain why different database services solve different aspects of an application. We demo application scenarios that lend themselves well to specific data services. If you’re building modern applications requiring high performance, scale, and functional databases, and trying to determine which relational and nonrelational data services to use, this session is for you.
Build intelligent applications quickly with AWS AI services - AIM301 - New Yo...Amazon Web Services
How do you build AI applications without machine learning skills? In this workshop, you get hands-on experience using AI tools for text-to-speech, translation, natural language processing, and personalization. You also learn some practical ways to integrate these AI capabilities into common use cases, such as contact center speech analytics, social media analytics, and personalized recommendations. To participate in this workshop, you must have an AWS account. We provide you with credits.
AWS IoT for Frictionless Consumer Experiences in Retail (RET201) - AWS re:Inv...Amazon Web Services
Gaining key real-time insights is a key differentiator in retail decision making. Traditional or legacy retail processes are often batch-based or delayed in data processing systems that offer post insights to events. Placing a best practice messaging substrate into stores and other environments can provide an over-the-top real-time channel for insights into multiple use cases. Similarly, actions can be pushed in real-time back to the store to action responses to those insights gained. In this session, we demonstrate how AWS Greengrass and AWS IoT services continue gathering data from devices in a store, such as point of sales for analysis, even when connectivity to the cloud is not constant. We dive into how you can leverage Lambda functions on local AWS Greengrass devices to stream in-store events in real time to a data lake in Amazon S3. This data can then be used to derive business insights to drive appropriate action.
Serverless AI-Powered Identity Management - AWS Summit SydneyAmazon Web Services
This session will explore how to use chatbots and AWS services to offload some of the most frequent calls to your service centre. Empower employees to manage their own accounts, passwords, and access. See how natural language interfaces combined with AWS serverless technologies enable your organisation to build cost effective self-service capabilities. You'll learn how to provide a personal experience for your users, right on their mobile phones.
Migrating monolithic applications with the strangler pattern - FSV303 - New Y...Amazon Web Services
“Lifting and shifting” an enterprise-scale application will yield some of the benefits of the cloud, but elasticity and agility may still be limited. Conversely, rewriting that application to be cloud-native can be costly in terms of both time and money and could cause you to miss market opportunities. This session explores the challenges financial institutions face when migrating their existing portfolio of applications to the cloud. Then, we share practical tips to migrate applications to realize cloud-native architectural benefits incrementally using the strangler pattern.
Getting Started with Microservices, Containers, and Serverless ArchitecturesAmazon Web Services
Microservices, containers, serverless - these industry buzzwords are hot right now. Breaking down monolithic applications and architectures is a central theme across industries as organizations move to adopt new technologies and take advantage of the AWS cloud to scale, while rapidly innovating to meet changing customer expectations and competitive challenges.
In this session, we'll take a closer look at what is actually required to "break down the monolith" and provide some strategies and design patterns for building microservices on AWS.
Speakers:
Vikas Tiwari, Public Sector Solutions Architect, AWS
Mandar Patil, Solutions Architect, AWS
Building enterprise solutions with blockchain technology - SVC217 - New York ...Amazon Web Services
Blockchain technology is evolving rapidly. Are you ready to take advantage of blockchain’s use cases for the enterprise? In this session, learn about blockchain and its enterprise use cases, how AWS views blockchain technology, and learn about our services and about the features of our new managed blockchain service, Amazon Managed Blockchain, which makes it easy to build and manage scalable Hyperledger Fabric networks on AWS.
Tech deep dive: Cloud data management with Veeam and AWS - SVC216-S - New Yor...Amazon Web Services
There are many considerations when moving backups to AWS and managing data protection across on-premises and cloud environments. Veeam and N2WS (a Veeam company) enable data protection and portability to the AWS Cloud with enterprise-class backup and disaster recovery for Amazon EC2, Amazon RDS, Amazon DynamoDB, and Amazon EBS. In this technical session, learn how to scale for growth on the AWS Cloud and manage data protection for thousands of Amazon EC2 instances. We also cover how to back up, restore, and protect databases and workloads. This presentation is brought to you by AWS partner Veeam.
What's new in Amazon Aurora - ADB204 - Santa Clara AWS Summit.pdfAmazon Web Services
Amazon Aurora is a fully managed MySQL and PostgreSQL-compatible relational database with the speed, reliability, and availability of commercial databases at one-tenth the cost. It is up to five times faster than standard MySQL databases and three times faster than standard PostgreSQL databases. This session provides an overview of Aurora, explores recently announced features, such as serverless, multi-master, and performance insights, and helps you get started.
Optimize deep learning training and inferencing using GPU and Amazon SageMake...Amazon Web Services
In this workshop, you gain hands-on experience with Amazon SageMaker, which offers the highest performing GPU-based training instances in the cloud for efficient model training and cost-effective model inference hosting. We first introduce the most common machine vision scenarios. Then, we share the deep learning application development lifecycle. Finally, we demonstrate how to accelerate the process by leveraging the power of Amazon EC2 P3 GPU instances.
AWS Quick Start is a free event designed to educate you about the AWS platform with architectural best practices, expert tips, and demonstrations. Join us as we cover a broad range of getting started topics to help you fast-track your success and build on AWS.
Connecting your devices at scale, ft. Discovery - SVC205 - New York AWS SummitAmazon Web Services
AWS IoT Core is a managed cloud service that lets connected devices easily and securely interact with cloud applications and other devices. In this session, we discuss how AWS IoT Core can help you securely connect and manage devices, process and act on device data, and read and set device state. We are also joined by Discovery, which has built a data pipeline—a special-purpose, highly scalable, performant, flexible publish-subscribe system designed to collect, store, stream, and query events—built entirely on AWS. A representative from Discovery discusses how the company used AWS IoT Core to substantially improve subscriber integrations.
Do you need a ledger database or a blockchain - SVC208 - Atlanta AWS Summit.pdfAmazon Web Services
In this session, we introduce Amazon Quantum Ledger Database (Amazon QLDB) and Amazon Managed Blockchain. We discuss what these services do, the problems they solve, and when you should use each one. We also dive into their features and explain how they work.
IoT transformation begins at home, but how can you get started quickly? Voice is a natural interface to interact not just with the world around us but also with physical assets and things, such as connected home devices like lights, thermostats, or TVs. In this session, we discuss how you can connect and control devices in your home using AWS IoT services and the Alexa Skills Kit. By the end of the session, you’ll have a set of best practices for how to build IoT products in the connected home.
Driving performance & security across your industrial facility with AWS - SVC...Amazon Web Services
AWS IoT services help you easily monitor equipment across your industrial facilities to identify waste, such as breakdown of equipment and processes, production inefficiencies, and defects in products; identify complex events, such as equipment malfunctions; and audit security policies and take action if security threats are detected. This chalk talk walks through how to unlock OT data; compute common industrial performance metrics; build applications to analyze industrial equipment data and detect complex events; and utilize built-in device authentication and authorization, data encryption, and device security anomaly detection.
Building home security solutions at scale, ft. Comcast - SVC206 - New York AW...Amazon Web Services
IoT applications are rapidly becoming more intelligent, especially when it comes to home security solutions such as entry sensors, motion detectors, home automation, and video monitoring. Combine IoT with serverless video streaming, analysis, and playback, and you have a powerful solution at a scale and price that make business sense. In this session, learn how to build intelligent home security applications using Amazon Kinesis Video Streams and AWS IoT services. We are joined by a representative from Comcast, which migrated to AWS to power their Xfinity Home security cameras and focus on secure storage of video data from customers worldwide.
Developing serverless applications with .NET using AWS SDK & tools - MAD311 -...Amazon Web Services
Developers are increasingly looking to modernize their .NET applications on AWS and use the AWS development tools for .NET to quickly get started and manage their applications. In this session, we do a deep dive and demonstrate the latest updates to .NET for serverless development and the AWS SDK and tools for .NET to make development easier, more powerful, and productive.
The Zen of governance - Establish guardrails and empower builders - SVC201 - ...Amazon Web Services
IT organizations often see governance control and innovation as competing priorities. Compliance-minded individuals may view rapid innovation as disruptive to the security, health, and stability of their organizations. Innovation-minded individuals may view governance control as inhibiting growth. With AWS, you don’t have to choose between governance control and growth—you can have both. In this session, we provide an overview of the common challenges in this area and share how to use AWS services to solve them. We explain how to establish guardrails to improve security and compliance while empowering builders to speed innovation.
Deploy and manage Kubernetes on AWS from your on-premises environment - DEM07...Amazon Web Services
At Cisco, we believe that cloud doesn’t have to be complex, and organizations should have the freedom to adopt the best public cloud services available while also making the most out of their existing application and infrastructure investments. In this session, learn how you can use the Cisco Hybrid Solution for Kubernetes on AWS, the first offering of its kind, to deploy, connect, secure, and monitor Kubernetes-based applications and infrastructure consistently across your data center and AWS. Cisco’s Hybrid Solution employs common authentication and policies leveraging AWS Identity and Access Management (IAM), but it also supports the full lifecycle of noncontainerized applications. This presentation is brought to you by AWS partner, Cisco Systems Inc.
Deploy and scale your first cloud application with Amazon Lightsail - CMP208 ...Amazon Web Services
In this session, learn how to deploy a two-tier LAMP stack web using Amazon Lightsail, and discover how to scale your app with load balancers and snapshots. We show you how to migrate your application so that you can leverage Amazon EC2 and Amazon Relational Database Service (Amazon RDS). By the end of the tech talk, you will have some best practices for deploying applications on Lightsail, and you'll understand when to choose Lightsail, Amazon EC2, or Amazon RDS.
Databases on AWS - The right tool for the right job - ADB203 - Santa Clara AW...Amazon Web Services
In this session, we cover a purpose-built strategy for databases, where you choose the right tool for the job. We explain why your application should drive the requirements of a database, not the other way around. We introduce AWS databases that are purpose-built for your application scenarios. We explain why different database services solve different aspects of an application. We demo application scenarios that lend themselves well to specific data services. If you’re building modern applications requiring high performance, scale, and functional databases, and trying to determine which relational and nonrelational data services to use, this session is for you.
Build intelligent applications quickly with AWS AI services - AIM301 - New Yo...Amazon Web Services
How do you build AI applications without machine learning skills? In this workshop, you get hands-on experience using AI tools for text-to-speech, translation, natural language processing, and personalization. You also learn some practical ways to integrate these AI capabilities into common use cases, such as contact center speech analytics, social media analytics, and personalized recommendations. To participate in this workshop, you must have an AWS account. We provide you with credits.
AWS IoT for Frictionless Consumer Experiences in Retail (RET201) - AWS re:Inv...Amazon Web Services
Gaining key real-time insights is a key differentiator in retail decision making. Traditional or legacy retail processes are often batch-based or delayed in data processing systems that offer post insights to events. Placing a best practice messaging substrate into stores and other environments can provide an over-the-top real-time channel for insights into multiple use cases. Similarly, actions can be pushed in real-time back to the store to action responses to those insights gained. In this session, we demonstrate how AWS Greengrass and AWS IoT services continue gathering data from devices in a store, such as point of sales for analysis, even when connectivity to the cloud is not constant. We dive into how you can leverage Lambda functions on local AWS Greengrass devices to stream in-store events in real time to a data lake in Amazon S3. This data can then be used to derive business insights to drive appropriate action.
Serverless AI-Powered Identity Management - AWS Summit SydneyAmazon Web Services
This session will explore how to use chatbots and AWS services to offload some of the most frequent calls to your service centre. Empower employees to manage their own accounts, passwords, and access. See how natural language interfaces combined with AWS serverless technologies enable your organisation to build cost effective self-service capabilities. You'll learn how to provide a personal experience for your users, right on their mobile phones.
How to speed up and scale your innovation efforts - MAD203 - Chicago AWS SummitAmazon Web Services
By applying microservices powered by serverless technology, you can innovate faster, at scale. In this session, we share insights into the Amazon Culture of Innovation and explain how the company went from four million to over 60 million deployments per year. We discuss how the company benefitted from its own key learnings through building modern apps at Amazon. We also discuss how Amazon transitioned from a monolithic application environment to an event-driven serverless microservices environment. Learn why more and more organizations are choosing the serverless operational model.
The Scout24 Data Platform - a technical deep diveseangustafson
Presentation by Raffael Dzikowski and Sean Gustafson of Scout24 AG at the 2019 AWS Summit Berlin.
Abstract:
The Scout24 Data Platform powers all reporting, ad hoc analytics and machine learning products at AutoScout24 and ImmobilienScout24. In this talk, we will take a technical deep dive into our modern, cloud-based big data platform. We will discuss our evolution of approaches to ingestion, ETL, access control, reporting and machine learning with a focus on in-the-trenches learnings gained from our many failures and successes as we migrated from a traditional Oracle Data Warehouse to an AWS-based data lake.
Security issues in your environment need to be identified and corrected faster than ever. AWS makes this easier with increased visibility and automated remediation capabilities. Australia Post will show you how they built an effective automated remediation pipeline that took the potential for human error out of the equation.
Presenters: Michael Stringer, Solutions Architect, AWS; Jason Gorringe, Manager Cloud Services, Australia Post; Ahmed Al-Anim, Cloud Security Specialist, Australia Post.
Next-Generation e-Commerce Architectures (RET207) - AWS re:Invent 2018Amazon Web Services
In this session, we review the most modern e-commerce architectures, patterns, and technologies that are being used by digital innovators. We examine micro-services as well as event-driven and event-sourced architectures. We provide examples of how these patterns are implemented on AWS, and we review the benefits of each one. Learn how to select a pattern for your workload and which combination of AWS services can be used to build them. We use real-world customer examples so you can see the practical applications of these patterns.
Threat detection solution on AWS democratizes cyber security tools that were previously cost and skill prohibitive, so they can counter the rapidly advancing threat landscape. The result will not only assist in improving the customer's security posture, but also provide a security architecture that can scale as business workloads scale.
This solution will provide AWS customers with the capability to detect security threats, prioritize identified threats, and provide recommendations using threat intelligence. The scope is not limited to AWS, but also includes hybrid deployments, traditional data centers, enterprise/satellite offices, and other cloud service providers. Join this session to learn how you can leverage this solution to gain visibility in your environment and detect indicators of attack.
How Nubank is building a customer-obsessed bank - FSV201 - New York AWS SummitAmazon Web Services
Nubank, Latin America’s first (and largest) cloud-native bank, has relied on AWS since day one. Operating in the cloud allows Nubank’s developers to create software that scales and quickly adapts to the changing needs of a complex market and a growing business. Nubank relies on services like Amazon EC2, Amazon DynamoDB, Amazon VPC, Amazon S3, and AWS CloudFormation to let 8.5 million customers make around 2.5 million purchases per day—all without a dedicated infrastructure team. Learn how Nubank’s fully automated, cell-based architecture allows the bank to provide the best customer experience while generating reliable audited financial records for regulators.
Establish Digital Trust as the Currency of Digital EnterpriseCA Technologies
In this keynote session, hear from Ashok Reddy, GM for CA Mainframe to learn how you can establish digital trust using the power of the new IBM Z and the Modern Software Factory to become a digital enterprise. CIO’s can deliver better economics and TCO. IT operations teams can enable self-driving mainframe data centers to deliver 100% SLA’s. CISO’s and auditors can protect sensitive data to avoid fines tied to GDPR and regulations. Enterprise Architects and Developers can use the same open, modern DevSecOps toolset, mobile-to-mainframe. And, get a sneak peek at new innovations: Mainframe as a Service and Blockchain which can put you in the driver’s seat to transform the way your company does business. Joining Ashok will be key leaders from IBM, General Motors, and Southwest Gas who will share their perspectives on digital transformation.
Stay connected at http://ow.ly/4NOy50g63Ji
Establish Digital Trust as the Currency of Digital EnterpriseCA Technologies
In this keynote session, hear from Ashok Reddy, GM for CA Mainframe to learn how you can establish digital trust using the power of the new IBM Z and the Modern Software Factory to become a digital enterprise. CIO’s can deliver better economics and TCO. IT operations teams can enable self-driving mainframe data centers to deliver 100% SLA’s. CISO’s and auditors can protect sensitive data to avoid fines tied to GDPR and regulations. Enterprise Architects and Developers can use the same open, modern DevSecOps toolset, mobile-to-mainframe. And, get a sneak peek at new innovations: Mainframe as a Service and Blockchain which can put you in the driver’s seat to transform the way your company does business. Joining Ashok will be key leaders from IBM, General Motors, and Southwest Gas who will share their perspectives on digital transformation.
For more information: http://ow.ly/E3lM50fO0MW
Machine learning at the edge for industrial applications - SVC302 - New York ...Amazon Web Services
In this talk, learn how you can integrate edge computing and machine learning with industrial IoT solutions by combining AWS Cloud services with AWS IoT Greengrass. We then discover how machine learning can provide important functions in mixed criticality systems through practical machine learning examples at the edge with AWS IoT Greengrass on Zynq Ultrascale+ and Amazon FreeRTOS on Xilinx Zynq-7000. You will see how this is applied across object classification, model-based calibration, and model-predictive control inferencing.
Security & Identity: the Continuous Mitigation & Diagnostic Journey on AWSAmazon Web Services
Strengthening the security of federal networks, systems, and data is one of the most important challenges we face as a nation. The Office of Management and Budget (OMB) issued guidance that all federal agencies must establish information exchanges between their dashboards and the central federal dashboard. To assist in this requirement, we explore how agencies can implement a continuous diagnostics and mitigation (CDM) program using AWS. Topics include AWS services that map to CDM requirements; how to enforce compliance with standards; ways to provide visibility into current and actual states; how to centralize service data to build a dashboard; and how to create a chief information officer FISMA dashboard using AWS native services.
Data warehouses (DWs) are central repositories of integrated data from one or more disparate sources, used for reporting, data analysis, and business intelligence. In this session, dive deep into concepts, strategies, and best practices for designing a cloud-based data warehousing solution using Amazon Redshift, the petabyte-scale data warehouse in AWS.
Additionally, we will review patterns in hybrid environments for collecting, storing, and preparing data for DWs using Amazon DynamoDB, AWS Database Migration Service (AWS DMS), Amazon Kinesis Data Firehose, and Amazon Simple Storage Service (Amazon S3). Learn how our customers have successfully migrated from on-premises DW to Amazon Redshift to achieve their goals by implementing parallel query execution, key performance adjustments, and more.
AWS Data-Driven Insights Learning Series_ANZ Sep 2019 Part 2Amazon Web Services
AWS has been supporting companies across Australia and New Zealand to put their most innovative tools and technologies to work to achieve their business needs and goals. AWS and our ecosystem of partners has helped the likes of CP Mining, IntelliHQ, WesCEF, Oz Minerals, Woodside and many more to modernise their analytics and data architecture in order to successfully generate business value from their data.
This event series aimed to educate customers with a broader understanding of how to build next-gen data lakes and analytics platforms and make connections with AWS.
Build data-drive, high performance, internet scale applications with AWS Data...Amazon Web Services
In this session, we share database architecture strategies and best practices for building high-performance and internet-scale applications using Amazon DynamoDB, Amazon Timestream, and Amazon ElastiCache. We discuss the various types of modern applications and tell you which AWS services are the best for each use case. For globally distributed applications that need to scale to petabytes of storage, we discuss the AWS database services and design patterns that are tailored for internet-scale applications. We also discuss how to analyze time-series data from modern applications. Finally, we cover speed-intensive application types that require real-time microsecond responsiveness, and we explain how to design your data models to meet these rigorous requirements.
A DoD organization had unique challenges developing and deploying applications in multiple security domains (running workloads across AWS commercial regions, the Secret Region and C2S), which is a common pattern in the DoD. Over the last year, they have reorganized their technical team comprised of military service members, government employees and contractors to adopt the DevOps approach to software development. Developers and infrastructure teams are now closely aligned using agile methods including weekly sprints and daily standup meetings. They have embraced containerization and Kubernetes, as well as AWS native automation capabilities and partner tools, which enables them to develop and deploy across AWS commercial, Secret and C2S regions. They have a unique and time-sensitive application and mission requirements that required quick, iterative code releases. These methods and tool sets are somewhat unique in the DoD and they have acted as a pathfinder for adoption by the broader community.
Desktop-as-a-Service: Flexible Application Delivery to Cloud-Native DesktopsAmazon Web Services
Government’s adoption of cloud-native applications is changing how agencies deliver applications and services to users. Modern ‘born in the cloud’ applications can scale up or down on-demand, and are built to support multiple organizations from a single cloud, while providing total isolation of different users, desktops and data, as security requirements warrant. But users require the flexibility to access applications from the cloud, regardless of whether it's a cloud-native one. Cloud-native desktops are making this both possible and practical, in terms of performance, security, portability, and more. During this session, we will discuss how cloud-native technology is being used in government to deliver a seamless desktop-as-a-service experience for both IT personnel and for users. Sponsored by Nutanix.
Similar to Building ML platforms in Financial Services with serverless technology - FSV202 - New York AWS Summit (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.