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In this session, learn how Data Polygamy, a scalable topology-based framework, can enable users to query for statistically significant relationships between spatio-temporal datasets. With the increasing ability to collect data from urban environments and a push toward openness by governments, we can analyze numerous spatio-temporal datasets covering diverse aspects of a city. Urban data captures the behavior of the city’s citizens, existing infrastructure (physical and policies), and environment over space and time. Discovering relationships between these datasets can produce new insights by enabling domain experts to not only test but also generate hypotheses. However, discovery is difficult. A relationship between two datasets can occur only at locations or time periods that behave differently compared to the regions’ neighborhood. The size and number of datasets and diverse spatial and temporal scales at which the data is available presents computational challenges. Finally, of several thousand possible relationships, only a small fraction is actually informative. We have implemented the framework on Amazon EMR and show through an experimental evaluation using over 300 spatial-temporal urban datasets how our approach is scalable and effective at identifying significant relationships. Find details about the work at
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Cloud computing can help government organizations increase innovation, efficiency, agility, and resiliency—all while reducing costs. This session highlights perspectives on how small, highly empowered United States Digital Service (USDS) teams within the Department of Defense (DoD), Department of Homeland Security (DHS), and Department of Veterans Affairs (VA) are breaking down innovation barriers, tackling mission-critical operations, and delivering more value with the cloud in highly regulated, unclassified environments.
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Cloud governance is critical to executing a systemic, supportable, and sustainable cloud transformation strategy. This session explores best practices to achieve that model, including standards policies, automation that consistently applies and enforces policies and controls, self-service capabilities that enable agility and speed, and automated monitoring and cost management that ensure operational integrity. A well-developed cloud governance model enables customers to improve operational integrity, reliability, performance, and transparency using the AWS cloud. This session guides you through a best practice governance model, including policy considerations and recommendations, self-service automation methods towards IT-as-a-Service, and use case examples.
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Learn how to architect for compliance in the AWS cloud and see how your organization can leverage the agility, cost savings, scalability, and flexibility of the cloud while meeting the most stringent regulatory and compliance requirements, including Federal Risk and Authorization Management Program (FedRAMP), ITAR, CJIS, HIPAA, and DoD Cloud Computing Security Requirements Guide (SRG) Levels 2 and 4. Hear best practices and practical use cases for using AWS GovCloud (US) to comply with a variety of regulatory regimes.
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Migrating on-premises workloads to AWS is a top priority for customers today. AWS has an array of tools and capabilities to make the move faster and less risky. This deep-dive session presents how to build a migration framework for your Windows-based applications by using AWS CloudFormation templates, along with multisite replication capabilities built into AWS and optimized for Microsoft Windows workloads built on SQL HA. This framework helps speed up your data center migration and minimize risk during the process.
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In this session, you will learn how you can use EC2 management capabilities to perform repeatable automation of your infrastructure at scale, across platforms and hybrid environments. As you embark on your cloud journey and embrace a modern DevOps mindset, you not only want to deploy software quickly but also ensure configuration consistency at cloud scale. Many enterprises have successfully used services such as EC2 Run Command to perform administrative tasks, and we'll share some of those stories. In addition, we will demo new capabilities to ensure a desired state approach to software configuration either through predefined or easy to build custom configurations, and also how you can integrate with other AWS services to deliver enterprise IT and business value.
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Whether you are a traditional enterprise making a shift to the cloud or are already all-in, AWS EC2 management capabilities enable you to perform common tasks of inventory collection, and patch and image management of your infrastructure at scale. In this session, we'll provide a brief overview of these powerful capabilities and bring it all together with a demo of real-world hybrid-cloud management scenario.
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Video is a 'last-mile problem' for search technology. Unlike webpages, documents, and email, content in videos has traditionally been impossible to search. Recent advances in automated speech and text recognition, however, let businesses and universities search inside video assets as easily as inside textual content. In this session, you'll learn how Panopto is using AWS to solve the video-search problem at scale, while saving over 50% in operating costs by taking advantage of Spot instances. We discuss the cross-platform architecture that combines Windows and Linux to provide cost-effective video processing and search indexing. We also dive deep into scaling Spot elastically based on user demand, handling fallback situations when instances are revoked, and using the Spot bidding process to optimize cost structure. Finally, we discuss future plans to reduce operating costs even further through Spot fleets and grid processing.
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This session goes deep on best practices and considerations for running Microsoft SQL Server on AWS. We cover best practices for deploying SQL Server, how to choose between Amazon EC2 and Amazon RDS, and ways to optimize the performance of your SQL Server deployment for different application types. We review in detail how to provision and monitor your SQL Server databases, and how to manage scalability, performance, availability, security, and backup and recovery in both Amazon RDS and Amazon EC2. In addition, we cover how you can set up a disaster recovery solution between an on-premises SQL Server environment and AWS, using native SQL Server features like log shipping, replication, and AlwaysOn Availability Groups.
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Active Directory (AD) is essential for Windows workloads in the cloud. AWS offers customers multiple ways to integrate AD with cloud workloads like EC2, RDS, and AWS Enterprise Applications: AWS Directory Service for Microsoft Active Directory (Enterprise Edition) as a managed service and Active Directory running on AWS EC2 Windows instances. Which option is right for you? This session will discuss the key deployment considerations for each option to help you identify which best meets your project goals, and the effort involved. The session will cover options for integrating with your on-premises directory, port and security considerations, application considerations, and best practices.
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AWS can help you rapidly deploy and scale your Microsoft SharePoint environment to help you collaborate more efficiently and cost-effectively. This session reviews architectural considerations for building a SharePoint deployment on AWS, best practices to ensure optimal performance, how to leverage multiple Availability Zones for high availability and disaster recovery, and how to integrate with Microsoft Active Directory. We will also look at new Quick Start guides, AWS CloudFormation templates, and other tools that dramatically reduce the time to deployment.
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Running Microsoft workloads on AWS is easy and can save you money. This session will cover how to bring your own Microsoft licenses to AWS, and then demonstrate using PowerShell to import your Windows Server image from Vmware or Hyper-V, configure Windows KMS with your license key, and launch an EC2 Dedicated Host. We will discuss ways you can use AWS Config rules to manage license compliance.
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Today, we are announcing EC2 Systems Manager. Amazon EC2 Systems Manager is a management service that helps you automatically collect software inventory, apply OS patches, create system images, and configure Windows and Linux operating systems. These capabilities help you define and track system configurations, prevent drift, and maintain software compliance of your EC2 and on-premises configurations. This session provides an overview of these newly announced services and how they work together within the larger AWS ecosystem to provide comprehensive management capabilities.
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Edwards Lifesciences partners with clinicians to develop innovative technologies in the areas of structural heart disease and critical care monitoring to help patients live longer, healthier and more productive lives. The Edwards Lifesciences IT team recently embarked on a journey to move many of their business critical corporate IT applications to AWS to better support the Edwards Lifesciences mission to help patients worldwide. In this session, the Edwards Lifesciences team would like to propose a different approach for Corporate IT teams to consider with respect to the cloud that can help fulfill key business outcomes while transforming IT infrastructure quickly… and safely! An approach that starts with business critical applications to take full advantage of the scale and growth that were key requirements for the team. It worked for us and created a new vibe in our IT organization which we are currently enjoying.
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Pitney Bowes is reinventing its business based on a SaaS and a cloud-based model to deliver services for their clients globally centered on the Pitney Bowes Commerce Cloud. The
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Learn how to architect fully available and scalable Microsoft solutions and environments in AWS. Find out how Microsoft solutions can leverage various AWS services to achieve more resiliency, replace unnecessary complexity, simplify architecture, provide scalability, introduce DevOps concepts, automation and repeatability. Plan authentication and authorization, various hybrid scenarios with other cloud environment and on premise solutions/infrastructure. Learn about common architecture patterns for Active Directory and business productivity solutions like SharePoint, Exchange and Skype for Business, also common scenarios for SQL deployments and System Center.
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In this session, you learn how to monitor and manage your serverless APIs in production. We show you how to set up Amazon CloudWatch alarms, interpret CloudWatch logs for Amazon API Gateway and AWS Lambda, and automate common maintenance and management tasks on your service.
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Defining infrastructure resource policies in an organized manner can help your company better manage its infrastructure resources.
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Join us to learn about the state of serverless computing from Dr. Tim Wagner, General Manager of AWS Lambda. Dr. Wagner discusses the latest developments from AWS Lambda and the serverless computing ecosystem. He talks about how serverless computing is becoming a core component in how companies build and run their applications and services, and he also discusses how serverless computing will continue to evolve.
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