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Explore the AWS re:Invent catalog to discover a wide variety of session types, activities, and more. Or visit our Content Types and Policies page to learn more about how to navigate our catalog and event. New content is added regularly, and all content is subject to change.

Registration
251 sessions
  • Builders' session
    AI/ML
    Cross-Industry Solutions
    Generative AI
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Caesars Forum
    Amazon SageMaker
    Amazon SageMaker HyperPod
    Friday, Dec 06
    9:00 a.m. Friday, Dec 06
    Amazon SageMaker HyperPod removes the undifferentiated heavy lifting involved in building and optimizing machine learning (ML) infrastructure for training foundation models (FMs), reducing training time by up to 40%. In this builders’ session, learn how to pre-train a large language model (LLM) using Slurm on SageMaker HyperPod. Explore the model pre-training workflow from start to finish, including setting up clusters, troubleshooting convergence issues, and running distributed training to improve model performance. You must bring your laptop to participate.

    , Sr Specialist Solutions Architect, AWS

    , Senior Technical Product Manager, Amazon Web Services

    , Sr. Solutions Architect, AWS

    , Solution Architect, AWS

    , Specialist Solutions Architect, Amazon Web Services

    • Friday, Dec 69:00 AM - 10:00 AM PST
      Caesars Forum | Level 1 | Summit 232 | Content Hub | Builder's 2
  • Builders' session
    AI/ML
    Cross-Industry Solutions
    Generative AI
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Caesars Forum
    Amazon SageMaker
    Amazon SageMaker HyperPod
    2:00 p.m. Wednesday, Dec 04
    Wednesday, Dec 04
    Amazon SageMaker HyperPod removes the undifferentiated heavy lifting involved in building and optimizing machine learning (ML) infrastructure for training foundation models (FMs), reducing training time by up to 40%. In this builders’ session, learn how to pre-train a large language model (LLM) using Slurm on SageMaker HyperPod. Explore the model pre-training workflow from start to finish, including setting up clusters, troubleshooting convergence issues, and running distributed training to improve model performance. You must bring your laptop to participate.

    , Sr Specialist Solutions Architect, AWS

    , Senior Technical Product Manager, Amazon Web Services

    , Sr. Solutions Architect, AWS

    , Solution Architect, AWS

    , Specialist Solutions Architect, Amazon Web Services

    • Wednesday, Dec 42:30 PM - 3:30 PM PST
      Caesars Forum | Level 1 | Alliance 315
  • Builders' session
    AI/ML
    Cross-Industry Solutions
    Generative AI
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Mandalay Bay
    Amazon SageMaker
    Amazon SageMaker HyperPod
    2:00 p.m. Monday, Dec 02
    Monday, Dec 02
    Amazon SageMaker HyperPod removes the undifferentiated heavy lifting involved in building and optimizing machine learning (ML) infrastructure for training foundation models (FMs), reducing training time by up to 40%. In this builders’ session, learn how to pre-train a large language model (LLM) using Slurm on SageMaker HyperPod. Explore the model pre-training workflow from start to finish, including setting up clusters, troubleshooting convergence issues, and running distributed training to improve model performance. You must bring your laptop to participate.

    , Sr Specialist Solutions Architect, AWS

    , Senior Technical Product Manager, Amazon Web Services

    , Sr. Solutions Architect, AWS

    , Solution Architect, AWS

    , Specialist Solutions Architect, Amazon Web Services

    • Monday, Dec 22:30 PM - 3:30 PM PST
      Mandalay Bay | Level 2 South | Surf B
  • Chalk talk
    Compute
    Cross-Industry Solutions
    Application Integration
    Cost Optimization
    Innovation & Transformation
    400 – Expert
    Data Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Caesars Forum
    Amazon Elastic Compute Cloud (Amazon EC2)
    AWS Compute Optimizer
    Tuesday, Dec 03
    1:00 p.m. Tuesday, Dec 03
    This chalk talk will demonstrate and discuss how to automate Apple CI/CD build pipelines in the cloud. Learn to streamline testing and deployment by integrating orchestrated runners for consistent and repeatable builds. Discover how customers using Amazon EC2 Mac instances achieved significant reductions in testing cycles with runners including AWS CodeBuild, Bitrise, GitLab, GitHub, or CircleCI.

    , Developer Advocate, AWS

    , Senior Product Manager - Technical, Amazon Web Services (AWS)

    • Tuesday, Dec 31:00 PM - 2:00 PM PST
      Caesars Forum | Level 1 | Academy 416
  • Workshop
    AI/ML
    Storage
    Generative AI
    Open Source
    400 – Expert
    Data Scientist
    IT Professional / Technical Manager
    Solution / Systems Architect
    Mandalay Bay
    Amazon Elastic Container Service (Amazon ECS)
    Amazon FSx for Lustre
    Amazon Simple Storage Service (Amazon S3)
    Thursday, Dec 05
    12:00 p.m. Thursday, Dec 05
    In this workshop, learn how AWS storage can help increase the performance of machine learning (ML) training jobs and reduce the complexity for containerized environments using Amazon EKS. Explore storage solutions for your unique requirements, from Mountpoint for Amazon S3 and the Amazon S3 Express One Zone storage class to the seamless integration of Amazon FSx for Lustre with Amazon S3, using low-latency and high-performance capabilities for ML workloads. Join this hands-on workshop to enhance your skills in storage for distributed ML training. You must bring your laptop to participate.

    , Storage Specialist SA, AWS

    , Specialist Solutions Architect, Amazon Web Services

    • Thursday, Dec 512:00 PM - 2:00 PM PST
      Mandalay Bay | Level 2 South | Oceanside A
  • Breakout session
    Architecture
    Independent Software Vendor (ISV)
    Open Source
    SaaS
    400 – Expert
    Developer / Engineer
    Solution / Systems Architect
    MGM Grand
    AWS Cloud Development Kit (AWS CDK)
    Thursday, Dec 05
    12:00 p.m. Thursday, Dec 05
    The SaaS Builder Toolkit (SBT) provides developers with a pre-built set of tools that decompose SaaS into a series of building blocks that can be used to create multi-tenant environments. This session digs into the moving parts of this toolkit, exploring the inner working of its core components, architecture, and extensibility model. It also looks at a real-world example of SBT in action, composing a working multi-tenant application from scratch. Additionally, it explores how SBT addresses core concepts, including building a control plane, onboarding tenants, authenticating tenants, supporting tiering, and provisioning tenant resources.

    , Senior Principal SA, AWS

    • Thursday, Dec 512:30 PM - 1:30 PM PST
      MGM Grand | Level 1 | Grand 120
  • Breakout session
    Databases
    Innovation & Transformation
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Venetian
    Walk-up only: No reserved seating required
    Amazon Aurora
    1:00 p.m. Wednesday, Dec 04
    Wednesday, Dec 04
    Amazon Aurora is a relational database service built for the cloud that is designed for unparalleled high performance and availability at global scale, with full MySQL and PostgreSQL compatibility. In this session, learn how Amazon Aurora PostgreSQL Limitless Database enables applications to scale to millions of transactions per second across petabytes of data. Explore the architecture, distributed transaction management, and serverless scaling capabilities of Aurora PostgreSQL Limitless Database. Also, discover application patterns that are a good fit for Aurora PostgreSQL Limitless Database and which patterns to avoid. Learn how Aurora PostgreSQL Limitless Database makes it easier than ever to scale Aurora.

    , Sr Principal Technologist, AWS

    , Product Manager, Amazon

    Walk up only session: Walk-up only: No reserved seating required
    • Wednesday, Dec 41:30 PM - 2:30 PM PST
      Venetian | Level 2 | Venetian Ballroom E | Content Hub | Purple Screen
  • Breakout session
    Databases
    Innovation & Transformation
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Mandalay Bay
    Amazon Aurora
    1:00 p.m. Wednesday, Dec 04
    Wednesday, Dec 04
    Amazon Aurora is a relational database service built for the cloud that is designed for unparalleled high performance and availability at global scale, with full MySQL and PostgreSQL compatibility. In this session, learn how Amazon Aurora PostgreSQL Limitless Database enables applications to scale to millions of transactions per second across petabytes of data. Explore the architecture, distributed transaction management, and serverless scaling capabilities of Aurora PostgreSQL Limitless Database. Also, discover application patterns that are a good fit for Aurora PostgreSQL Limitless Database and which patterns to avoid. Learn how Aurora PostgreSQL Limitless Database makes it easier than ever to scale Aurora.

    , Sr Principal Technologist, AWS

    , Product Manager, Amazon

    • Wednesday, Dec 41:30 PM - 2:30 PM PST
      Mandalay Bay | Lower Level North | Islander G
  • Code talk
    Cloud Operations
    Cost Optimization
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Wynn
    Amazon Athena
    Thursday, Dec 05
    11:00 a.m. Thursday, Dec 05
    In this code talk, dive deep into AWS Cost and Usage Reports (AWS CUR) and learn how to write queries, analyze usage, derive insights, and connect other datasets. Learn the different data export options, including Legacy CUR, CUR 2.0, and FinOps Open Cost and Usage Specification (FOCUS) 1.0. Whether you're a FinOps practitioner, an experienced AWS user, or a DevOps engineer, this talk equips you with knowledge and techniques to harness the full potential of your AWS cost and usage data. Join us to take your cloud cost management to the next level!

    , Sr. TAM, AWS

    , Sr. Optimization SA Advocate, AWS

    • Thursday, Dec 511:00 AM - 12:00 PM PST
      Wynn | Convention Promenade | Margaux 1
  • Workshop
    Cloud Operations
    Cost Optimization
    400 – Expert
    DevOps Engineer
    Solution / Systems Architect
    System Administrator
    Mandalay Bay
    Amazon Elastic Container Service (Amazon ECS)
    Amazon Elastic Kubernetes Service (Amazon EKS)
    Amazon QuickSight
    Tuesday, Dec 03
    12:00 p.m. Tuesday, Dec 03
    Due to the dynamic nature of cloud workloads and the inherent use of shared services, organizations are looking for simple ways to analyze spend and allocate their shared costs to teams and applications that utilize them. In this hands-on workshop, learn about the tools and techniques that can help you build your cost allocation strategy. Discover best practices for tagging and analyzing spend, and find out how to improve the cost visibility of your containerized Amazon ECS and Amazon EKS workloads with the split cost allocation data feature. Also, learn how to visualize your detailed cost and usage data with Amazon QuickSight dashboards. You must bring your laptop to participate.

    , Cloud Optimization Success Solutions Architect, AWS

    , Sr. Technical Account Manager, Amazon

    • Tuesday, Dec 312:30 PM - 2:30 PM PST
      Mandalay Bay | Level 2 South | Oceanside D
  • Workshop
    Architecture
    Disaster Response & Recovery
    Global Infrastructure
    Resilience
    400 – Expert
    Developer / Engineer
    DevOps Engineer
    Solution / Systems Architect
    Mandalay Bay
    Amazon Aurora
    Amazon DynamoDB
    Amazon MQ
    Tuesday, Dec 03
    11:00 a.m. Tuesday, Dec 03
    Join this hands-on workshop to explore a resilient, cloud-native architecture that surpasses the stringent availability and recovery regulations for financial markets utility providers. This highly available design uses Amazon ECS, Java Spring Boot, Amazon MQ, Amazon Kinesis, Amazon DynamoDB, Amazon Aurora, Amazon Application Recovery Controller, and AWS Systems Manager. Delve into key design decisions, including cross-Region data stores, messaging, and cross-Region state replication. Also learn about exactly-once transaction processing, reliable global traffic shifting, and best practices for fail-safe disaster recovery orchestration. You must bring your laptop to participate.

    , Solutions Architect, AWS

    , Sr. Solutions Architect, Amazon Web Services

    • Tuesday, Dec 311:30 AM - 1:30 PM PST
      Mandalay Bay | Lower Level North | South Pacific F
  • Workshop
    Architecture
    Disaster Response & Recovery
    Global Infrastructure
    Resilience
    400 – Expert
    Developer / Engineer
    DevOps Engineer
    Solution / Systems Architect
    Mandalay Bay
    Amazon Aurora
    Amazon DynamoDB
    Amazon MQ
    8:00 a.m. Wednesday, Dec 04
    Wednesday, Dec 04
    Join this hands-on workshop to explore a resilient, cloud-native architecture that surpasses the stringent availability and recovery regulations for financial markets utility providers. This highly available design uses Amazon ECS, Java Spring Boot, Amazon MQ, Amazon Kinesis, Amazon DynamoDB, Amazon Aurora, Amazon Application Recovery Controller, and AWS Systems Manager. Delve into key design decisions, including cross-Region data stores, messaging, and cross-Region state replication. Also learn about exactly-once transaction processing, reliable global traffic shifting, and best practices for fail-safe disaster recovery orchestration. You must bring your laptop to participate.

    , Solutions Architect, AWS

    , Sr. Solutions Architect, Amazon Web Services

    • Wednesday, Dec 48:30 AM - 10:30 AM PST
      Mandalay Bay | Level 2 South | Oceanside C
  • Breakout session
    Databases
    Innovation & Transformation
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Mandalay Bay
    Amazon ElastiCache
    Silent session
    3:00 p.m. Monday, Dec 02
    Monday, Dec 02
    This session delves into the intricacies of Amazon ElastiCache data modeling using the purpose-built Valkey data types to optimize application performance and scalability. Explore the use of strings, sets, sorted sets, hashes, bitmaps, and geospatial indexes to model complex relationships and solve use cases such as caching, session store, feature store, real-time analytics, geospatial applications, and rate limiters.

    , Senior Engineering Manager, Amazon

    , Principal Software Engineer, Amazon

    • Monday, Dec 23:00 PM - 4:00 PM PST
      Mandalay Bay | Level 2 South | Mandalay Bay Ballroom L | Content Hub | Orange Screen
  • Breakout session
    Databases
    Innovation & Transformation
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Venetian
    Walk-up only: No reserved seating required
    Amazon ElastiCache
    3:00 p.m. Monday, Dec 02
    Monday, Dec 02
    This session delves into the intricacies of Amazon ElastiCache data modeling using the purpose-built Valkey data types to optimize application performance and scalability. Explore the use of strings, sets, sorted sets, hashes, bitmaps, and geospatial indexes to model complex relationships and solve use cases such as caching, session store, feature store, real-time analytics, geospatial applications, and rate limiters.

    , Senior Engineering Manager, Amazon

    , Principal Software Engineer, Amazon

    Walk up only session: Walk-up only: No reserved seating required
    • Monday, Dec 23:00 PM - 4:00 PM PST
      Venetian | Level 2 | Venetian Ballroom E | Content Hub | Purple Screen
  • Breakout session
    Databases
    Customer Stories
    Innovation & Transformation
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Caesars Forum
    Walk-up only: No reserved seating required
    Amazon DynamoDB
    9:00 a.m. Wednesday, Dec 04
    Wednesday, Dec 04
    Amazon DynamoDB is a popular choice for modern applications because it’s a serverless database that provides single-digit millisecond performance at any scale. Optimizing your usage of DynamoDB requires a different approach to data modeling than traditional relational databases. In this session, AWS Data Hero Alex DeBrie shows you advanced techniques to help you get the most out of DynamoDB. Learn how to “think in DynamoDB” by learning the DynamoDB foundations and principles for data modeling. Further, learn practical strategies and DynamoDB features to handle difficult use cases in your application.

    , Principal, DeBrie Advisory

    Walk up only session: Walk-up only: No reserved seating required
    • Wednesday, Dec 49:00 AM - 10:00 AM PST
      Caesar’s Forum | Level 1 | Summit 232 | Content Hub | Purple Screen
  • Breakout session
    Databases
    Customer Stories
    Innovation & Transformation
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Venetian
    Amazon DynamoDB
    9:00 a.m. Wednesday, Dec 04
    Wednesday, Dec 04
    Amazon DynamoDB is a popular choice for modern applications because it’s a serverless database that provides single-digit millisecond performance at any scale. Optimizing your usage of DynamoDB requires a different approach to data modeling than traditional relational databases. In this session, AWS Data Hero Alex DeBrie shows you advanced techniques to help you get the most out of DynamoDB. Learn how to “think in DynamoDB” by learning the DynamoDB foundations and principles for data modeling. Further, learn practical strategies and DynamoDB features to handle difficult use cases in your application.

    , Principal, DeBrie Advisory

    • Wednesday, Dec 49:00 AM - 10:00 AM PST
      Venetian | Level 3 | Lido 3002
  • Lightning talk
    AI/ML
    Analytics
    Financial Services
    Blockchain
    Generative AI
    400 – Expert
    Data Engineer
    Developer / Engineer
    Solution / Systems Architect
    Venetian
    Walk-up only: No reserved seating required
    Amazon Bedrock
    Amazon Managed Blockchain (AMB)
    6:00 p.m. Monday, Dec 02
    Monday, Dec 02
    In this lightning talk, you will learn how to utilize Amazon Bedrock Agents to gain insights from blockchain data and interact with smart contracts using natural language. You will gain knowledge regarding how to build a natural language interface to query blockchain data from the AWS Public Blockchain datasets for Ethereum and Bitcoin data. You will also gain an understanding of how to create agents that are capable of calling Amazon Managed Blockchain Query APIs and writing to the blockchain.

    , Web3/Blockchain Specialist Solutions Architect, AWS

    , Senior Web3 Architect, AWS

    Walk up only session: Walk-up only: No reserved seating required
    • Monday, Dec 26:00 PM - 6:20 PM PST
      Venetian | Hall B | Expo | Theater 2
  • Chalk talk
    Databases
    Well-Architected Framework
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Mandalay Bay
    Amazon DocumentDB (with MongoDB compatibility)
    10:00 a.m. Monday, Dec 02
    Monday, Dec 02
    As a fully managed database service for native document data model enterprise workloads, Amazon DocumentDB (with MongoDB compatibility) removes the undifferentiated heavy lifting of operating a database so that you can focus your time on delivering value for your customers. In this chalk talk, dive deep into implementation trade-offs, including compression, performance, and cost, for various workloads. Learn how to architect a scalable Amazon DocumentDB–based solution using elastic clusters and other key features.

    , Pr. DocumentDB Specialist SA, AWS

    , Sr. Specialist Solution Architect, AWS

    • Monday, Dec 210:00 AM - 11:00 AM PST
      Mandalay Bay | Level 2 South | Reef C
  • Chalk talk
    Databases
    Well-Architected Framework
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    MGM Grand
    Amazon DocumentDB (with MongoDB compatibility)
    Thursday, Dec 05
    2:00 p.m. Thursday, Dec 05
    As a fully managed database service for native document data model enterprise workloads, Amazon DocumentDB (with MongoDB compatibility) removes the undifferentiated heavy lifting of operating a database so that you can focus your time on delivering value for your customers. In this chalk talk, dive deep into implementation trade-offs, including compression, performance, and cost, for various workloads. Learn how to architect a scalable Amazon DocumentDB–based solution using elastic clusters and other key features.

    , Pr. DocumentDB Specialist SA, AWS

    , Sr. Specialist Solution Architect, AWS

    • Thursday, Dec 52:00 PM - 3:00 PM PST
      MGM Grand | Level 3 | 307
  • Chalk talk
    Architecture
    Compute
    Cross-Industry Solutions
    Cost Optimization
    400 – Expert
    Developer / Engineer
    DevOps Engineer
    Solution / Systems Architect
    Caesars Forum
    Amazon Elastic Compute Cloud (Amazon EC2)
    Amazon EC2 Spot
    Thursday, Dec 05
    3:00 p.m. Thursday, Dec 05
    Amazon EC2 flex instances provide the easiest way to save costs and achieve better price performance for a majority of your workloads. In this session, dive deep into the new flex instances, explore how they deliver latest-generation performance at lower cost, and identify their most suitable workloads.

    , Senior Product Manager, Amazon

    , Principal SDE, Amazon

    • Thursday, Dec 53:30 PM - 4:30 PM PST
      Caesars Forum | Level 1 | Academy 411
  • Chalk talk
    Architecture
    Compute
    Cross-Industry Solutions
    Cost Optimization
    400 – Expert
    Developer / Engineer
    DevOps Engineer
    Solution / Systems Architect
    Wynn
    Amazon Elastic Compute Cloud (Amazon EC2)
    Amazon EC2 Spot
    Monday, Dec 02
    1:00 p.m. Monday, Dec 02
    Amazon EC2 flex instances provide the easiest way to save costs and achieve better price performance for a majority of your workloads. In this session, dive deep into the new flex instances, explore how they deliver latest-generation performance at lower cost, and identify their most suitable workloads.

    , Senior Product Manager, Amazon

    , Principal SDE, Amazon

    • Monday, Dec 21:00 PM - 2:00 PM PST
      Wynn | Convention Promenade | Lafite 1
  • Breakout session
    Analytics
    Kubernetes
    Cross-Industry Solutions
    Open Source
    400 – Expert
    Data Engineer
    Data Scientist
    DevOps Engineer
    MGM Grand
    Amazon Elastic Kubernetes Service (Amazon EKS)
    Tuesday, Dec 03
    11:00 a.m. Tuesday, Dec 03
    As running analytics workloads on Amazon EKS continues to rise, data engineers need self-service tools to create infrastructure for running analytics jobs. This session offers practical insights into how leading organizations are modernizing their data platforms, transitioning from traditional infrastructure as code pipelines to infrastructure as Kubernetes APIs. Using open source technologies like AWS Controllers for Kubernetes (ACK), data platform teams can help data engineers create on-demand namespaces and clusters fully equipped to run analytics jobs, thereby streamlining their workflow.

    , R&D Group Leader, Data Platform, AppsFlyer

    , Director: Specialist Technology Team, AWS

    , Senior Specialist Solutions Architect, AWS

    • Tuesday, Dec 311:30 AM - 12:30 PM PST
      MGM Grand | Level 3 | Chairmans 355
  • Breakout session
    Analytics
    Kubernetes
    Cross-Industry Solutions
    Open Source
    400 – Expert
    Data Engineer
    Data Scientist
    DevOps Engineer
    Mandalay Bay
    Walk-up only: No reserved seating required
    Amazon Elastic Kubernetes Service (Amazon EKS)
    Tuesday, Dec 03
    11:00 a.m. Tuesday, Dec 03
    As running analytics workloads on Amazon EKS continues to rise, data engineers need self-service tools to create infrastructure for running analytics jobs. This session offers practical insights into how leading organizations are modernizing their data platforms, transitioning from traditional infrastructure as code pipelines to infrastructure as Kubernetes APIs. Using open source technologies like AWS Controllers for Kubernetes (ACK), data platform teams can help data engineers create on-demand namespaces and clusters fully equipped to run analytics jobs, thereby streamlining their workflow.

    , R&D Group Leader, Data Platform, AppsFlyer

    , Director: Specialist Technology Team, AWS

    , Senior Specialist Solutions Architect, AWS

    Walk up only session: Walk-up only: No reserved seating required
    • Tuesday, Dec 311:30 AM - 12:30 PM PST
      Mandalay Bay | Level 2 South | Mandalay Bay Ballroom L | Content Hub | Red Screen
  • Chalk talk
    Kubernetes
    DevOps & Developer Productivity
    Cross-Industry Solutions
    Open Source
    400 – Expert
    DevOps Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Caesars Forum
    Amazon Elastic Kubernetes Service (Amazon EKS)
    4:00 p.m. Monday, Dec 02
    Monday, Dec 02
    Discover various architectures to build and deploy workloads on Amazon EKS with Amazon ECR. When deploying workloads into a cluster, there are different secure software supply chain automation choices, including CI/CD pipelines, IaC tools like Terraform and CDK, and GitOps patterns with Argo CD. Hear how these options differ and fit together from the developer, architect, and operations perspectives, and learn how to choose options depending on team structure and skills. Explore how to adopt, mix, and match DevOps and GitOps based on different design factors, and learn about the design factors for developer, architect, and operations perspectives.

    , Principal Solutions Architect, Amazon Web Services

    , Director: Specialist Technology Team, AWS

    • Monday, Dec 24:30 PM - 5:30 PM PST
      Caesars Forum | Level 1 | Summit 221
  • Chalk talk
    Kubernetes
    DevOps & Developer Productivity
    Cross-Industry Solutions
    Open Source
    400 – Expert
    DevOps Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    MGM Grand
    Amazon Elastic Kubernetes Service (Amazon EKS)
    1:00 p.m. Wednesday, Dec 04
    Wednesday, Dec 04
    Discover various architectures to build and deploy workloads on Amazon EKS with Amazon ECR. When deploying workloads into a cluster, there are different secure software supply chain automation choices, including CI/CD pipelines, IaC tools like Terraform and CDK, and GitOps patterns with Argo CD. Hear how these options differ and fit together from the developer, architect, and operations perspectives, and learn how to choose options depending on team structure and skills. Explore how to adopt, mix, and match DevOps and GitOps based on different design factors, and learn about the design factors for developer, architect, and operations perspectives.

    , Principal Solutions Architect, Amazon Web Services

    , Director: Specialist Technology Team, AWS

    • Wednesday, Dec 41:00 PM - 2:00 PM PST
      MGM Grand | Level 3 | 305
  • Breakout session
    Newly announced content
    Databases
    Innovation & Transformation
    Newly announced content
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Mandalay Bay
    Amazon DynamoDB
    4:00 p.m. Wednesday, Dec 04
    Wednesday, Dec 04
    To overcome the performance and scale limitations of relational databases, AWS built Amazon DynamoDB to deliver consistent single-digit millisecond performance at any scale for the most demanding applications on the planet. In this session, learn about the architecture choices for Amazon DynamoDB. Gain a better understanding of when to use DynamoDB and why DynamoDB is used by over one million AWS customers to power hundreds of applications that exceed half a million requests per second. Leave with a new perspective on how to design your own applications.

    , Senior Principal Engineer, Amazon Web Services

    , Director, Product Management, Amazon

    • Wednesday, Dec 44:30 PM - 5:30 PM PST
      Mandalay Bay | Level 3 South | South Seas A
    New Launch: Newly announced content
  • Breakout session
    Newly announced content
    Databases
    Innovation & Transformation
    Newly announced content
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Mandalay Bay
    Walk-up only: No reserved seating required
    Amazon DynamoDB
    4:00 p.m. Wednesday, Dec 04
    Wednesday, Dec 04
    To overcome the performance and scale limitations of relational databases, AWS built Amazon DynamoDB to deliver consistent single-digit millisecond performance at any scale for the most demanding applications on the planet. In this session, learn about the architecture choices for Amazon DynamoDB. Gain a better understanding of when to use DynamoDB and why DynamoDB is used by over one million AWS customers to power hundreds of applications that exceed half a million requests per second. Leave with a new perspective on how to design your own applications.

    , Senior Principal Engineer, Amazon Web Services

    , Director, Product Management, Amazon

    Walk up only session: Walk-up only: No reserved seating required
    • Wednesday, Dec 44:30 PM - 5:30 PM PST
      Mandalay Bay | Level 2 South | Mandalay Bay Ballroom L | Content Hub | Blue Screen
    New Launch: Newly announced content
  • Breakout session
    Newly announced content
    Databases
    Innovation & Transformation
    Newly announced content
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    MGM Grand
    Walk-up only: No reserved seating required
    Amazon DynamoDB
    4:00 p.m. Wednesday, Dec 04
    Wednesday, Dec 04
    To overcome the performance and scale limitations of relational databases, AWS built Amazon DynamoDB to deliver consistent single-digit millisecond performance at any scale for the most demanding applications on the planet. In this session, learn about the architecture choices for Amazon DynamoDB. Gain a better understanding of when to use DynamoDB and why DynamoDB is used by over one million AWS customers to power hundreds of applications that exceed half a million requests per second. Leave with a new perspective on how to design your own applications.

    , Senior Principal Engineer, Amazon Web Services

    , Director, Product Management, Amazon

    Walk up only session: Walk-up only: No reserved seating required
    • Wednesday, Dec 44:30 PM - 5:30 PM PST
      MGM Grand | Level 1 | Boulevard 163 | Content Hub | Purple Screen
    New Launch: Newly announced content
  • Breakout session
    Newly announced content
    Databases
    Innovation & Transformation
    Newly announced content
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Venetian
    Walk-up only: No reserved seating required
    Amazon DynamoDB
    4:00 p.m. Wednesday, Dec 04
    Wednesday, Dec 04
    To overcome the performance and scale limitations of relational databases, AWS built Amazon DynamoDB to deliver consistent single-digit millisecond performance at any scale for the most demanding applications on the planet. In this session, learn about the architecture choices for Amazon DynamoDB. Gain a better understanding of when to use DynamoDB and why DynamoDB is used by over one million AWS customers to power hundreds of applications that exceed half a million requests per second. Leave with a new perspective on how to design your own applications.

    , Senior Principal Engineer, Amazon Web Services

    , Director, Product Management, Amazon

    Walk up only session: Walk-up only: No reserved seating required
    • Wednesday, Dec 44:30 PM - 5:30 PM PST
      Venetian | Level 2 | Venetian Ballroom E | Content Hub | Blue Screen
    New Launch: Newly announced content
  • Breakout session
    Newly announced content
    Databases
    Innovation & Transformation
    Newly announced content
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Caesars Forum
    Walk-up only: No reserved seating required
    Amazon DynamoDB
    4:00 p.m. Wednesday, Dec 04
    Wednesday, Dec 04
    To overcome the performance and scale limitations of relational databases, AWS built Amazon DynamoDB to deliver consistent single-digit millisecond performance at any scale for the most demanding applications on the planet. In this session, learn about the architecture choices for Amazon DynamoDB. Gain a better understanding of when to use DynamoDB and why DynamoDB is used by over one million AWS customers to power hundreds of applications that exceed half a million requests per second. Leave with a new perspective on how to design your own applications.

    , Senior Principal Engineer, Amazon Web Services

    , Director, Product Management, Amazon

    Walk up only session: Walk-up only: No reserved seating required
    • Wednesday, Dec 44:30 PM - 5:30 PM PST
      Caesar’s Forum | Level 1 | Summit 232 | Content Hub | Blue Screen
    New Launch: Newly announced content
  • Breakout session
    Newly announced content
    Databases
    Innovation & Transformation
    Newly announced content
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Wynn
    Walk-up only: No reserved seating required
    Amazon DynamoDB
    4:00 p.m. Wednesday, Dec 04
    Wednesday, Dec 04
    To overcome the performance and scale limitations of relational databases, AWS built Amazon DynamoDB to deliver consistent single-digit millisecond performance at any scale for the most demanding applications on the planet. In this session, learn about the architecture choices for Amazon DynamoDB. Gain a better understanding of when to use DynamoDB and why DynamoDB is used by over one million AWS customers to power hundreds of applications that exceed half a million requests per second. Leave with a new perspective on how to design your own applications.

    , Senior Principal Engineer, Amazon Web Services

    , Director, Product Management, Amazon

    Walk up only session: Walk-up only: No reserved seating required
    • Wednesday, Dec 44:30 PM - 5:30 PM PST
      Wynn | Level 1 | Lafite 4 | Content Hub | Blue Screen
    New Launch: Newly announced content
  • Builders' session
    Databases
    DevOps & Developer Productivity
    Open Source
    400 – Expert
    Mandalay Bay
    10:00 a.m. Wednesday, Dec 04
    Wednesday, Dec 04
    With ever-growing data volumes and real-time requirements, tuning Apache Iceberg for performance while controlling costs can be challenging. This builders’ session dives deep into how Iceberg works, its configuration, advanced performance optimization options, and how to tune Iceberg for different workload patterns. Whether you have petabyte-scale batch loads or real-time streaming ingestion, learn about common issues, performance bottlenecks, and best practices to help keep costs under control while turbocharging Iceberg performance at scale. You must bring your laptop to participate.

    , Specialist SA, Amazon Web Services

    , Sr. Streaming Solutions Architect, Amazon Web Services

    , Big Data Specialist Solutions Architect, Amazon Web Services

    , Big Data SA, AWS

    , EMEA DATA & AI PSA, Amazon Web Services

    • Wednesday, Dec 410:00 AM - 11:00 AM PST
      Mandalay Bay | Level 2 South | Surf B
  • Builders' session
    Databases
    DevOps & Developer Productivity
    Open Source
    400 – Expert
    MGM Grand
    Monday, Dec 02
    11:00 a.m. Monday, Dec 02
    With ever-growing data volumes and real-time requirements, tuning Apache Iceberg for performance while controlling costs can be challenging. This builders’ session dives deep into how Iceberg works, its configuration, advanced performance optimization options, and how to tune Iceberg for different workload patterns. Whether you have petabyte-scale batch loads or real-time streaming ingestion, learn about common issues, performance bottlenecks, and best practices to help keep costs under control while turbocharging Iceberg performance at scale. You must bring your laptop to participate.

    , Specialist SA, Amazon Web Services

    , Sr. Streaming Solutions Architect, Amazon Web Services

    , Big Data Specialist Solutions Architect, Amazon Web Services

    , Big Data SA, AWS

    , EMEA DATA & AI PSA, Amazon Web Services

    • Monday, Dec 211:30 AM - 12:30 PM PST
      MGM Grand | Level 3 | 350
  • Builders' session
    Databases
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    MGM Grand
    Amazon DynamoDB
    2:00 p.m. Wednesday, Dec 04
    Wednesday, Dec 04
    In this builders’ session, learn how to turn a new business idea into a fully functional data model in Amazon DynamoDB. Discover how to translate business requirements into access patterns and access patterns into a fully optimized schema design. You must bring your laptop to participate.

    , Sr. DynamoDB Solutions Architect, AWS

    , DynamoDB Solutions Architect, AWS

    , Senior DynamoDB Specialist Solutions Architect, Amazon Web Services

    , Partner Solutions Architect, Amazon Web Services

    , Principal Specialist Solution Architect, Amazon

    • Wednesday, Dec 42:30 PM - 3:30 PM PST
      MGM Grand | Level 1 | Terrace 151
  • Builders' session
    Databases
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Caesars Forum
    Amazon DynamoDB
    9:00 a.m. Wednesday, Dec 04
    Wednesday, Dec 04
    In this builders’ session, learn how to turn a new business idea into a fully functional data model in Amazon DynamoDB. Discover how to translate business requirements into access patterns and access patterns into a fully optimized schema design. You must bring your laptop to participate.

    , Sr. DynamoDB Solutions Architect, AWS

    , DynamoDB Solutions Architect, AWS

    , Senior DynamoDB Specialist Solutions Architect, Amazon Web Services

    , Partner Solutions Architect, Amazon Web Services

    , Principal Specialist Solution Architect, Amazon

    • Wednesday, Dec 49:00 AM - 10:00 AM PST
      Caesars Forum | Level 1 | Alliance 311
  • Builders' session
    Databases
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    MGM Grand
    Amazon DynamoDB
    5:00 p.m. Wednesday, Dec 04
    Wednesday, Dec 04
    In this builders’ session, learn how to turn a new business idea into a fully functional data model in Amazon DynamoDB. Discover how to translate business requirements into access patterns and access patterns into a fully optimized schema design. You must bring your laptop to participate.

    , Sr. DynamoDB Solutions Architect, AWS

    , DynamoDB Solutions Architect, AWS

    , Senior DynamoDB Specialist Solutions Architect, Amazon Web Services

    , Partner Solutions Architect, Amazon Web Services

    , Principal Specialist Solution Architect, Amazon

    • Wednesday, Dec 45:30 PM - 6:30 PM PST
      MGM Grand | Level 3 | 350
  • Builders' session
    Databases
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Caesars Forum
    Amazon DynamoDB
    Friday, Dec 06
    10:00 a.m. Friday, Dec 06
    In this builders’ session, learn how to turn a new business idea into a fully functional data model in Amazon DynamoDB. Discover how to translate business requirements into access patterns and access patterns into a fully optimized schema design. You must bring your laptop to participate.

    , Sr. DynamoDB Solutions Architect, AWS

    , DynamoDB Solutions Architect, AWS

    , Senior DynamoDB Specialist Solutions Architect, Amazon Web Services

    , Partner Solutions Architect, Amazon Web Services

    , Principal Specialist Solution Architect, Amazon

    • Friday, Dec 610:00 AM - 11:00 AM PST
      Caesars Forum | Level 1 | Summit 232 | Content Hub | Builder's 1
  • Builders' session
    Databases
    400 – Expert
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Wynn
    Amazon DynamoDB
    Tuesday, Dec 03
    5:00 p.m. Tuesday, Dec 03
    In this builders’ session, learn how to turn a new business idea into a fully functional data model in Amazon DynamoDB. Discover how to translate business requirements into access patterns and access patterns into a fully optimized schema design. You must bring your laptop to participate.

    , Sr. DynamoDB Solutions Architect, AWS

    , DynamoDB Solutions Architect, AWS

    , Senior DynamoDB Specialist Solutions Architect, Amazon Web Services

    , Partner Solutions Architect, Amazon Web Services

    , Principal Specialist Solution Architect, Amazon

    • Tuesday, Dec 35:30 PM - 6:30 PM PST
      Wynn | Convention Promenade | Latour 7
  • Builders' session
    Architecture
    Business Applications
    Oracle
    Resilience
    Partner Enablement
    400 – Expert
    Developer / Engineer
    Solution / Systems Architect
    System Administrator
    Caesars Forum
    Amazon CloudWatch
    Thursday, Dec 05
    4:00 p.m. Thursday, Dec 05
    In this builders' session, design and implement a highly available Oracle E-Business Suite (EBS) environment on AWS using Multi-AZ deployment, then learn how to achieve a Recovery Point Objective of zero and a Recovery Time Objective of 15 minutes, ensuring seamless business continuity. Additionally, learn how to use AWS observability services such as Amazon CloudWatch to detect failures and design timely email notifications in the event of an outage. This builders' session, intended for AWS Partners, equips you with the best practices and strategies to enhance the availability and resiliency of your enterprise applications in the cloud. You must bring your laptop to participate.

    , Senior Partner Solutions Architect, Amazon Web Services

    , Sr. Partner Solutions Architect, Amazon Web Services

    , Sr. Partner Solutions Architect GenAI, Amazon Web Services

    , Sr Partner SA, AWS

    , Sr. Partner Solutions Architect, Amazon.com

    • Thursday, Dec 54:00 PM - 5:00 PM PST
      Caesars Forum | Level 1 | Alliance 311
  • Builders' session
    Architecture
    Business Applications
    Oracle
    Resilience
    Partner Enablement
    400 – Expert
    Developer / Engineer
    Solution / Systems Architect
    System Administrator
    Caesars Forum
    Amazon CloudWatch
    Friday, Dec 06
    9:00 a.m. Friday, Dec 06
    In this builders' session, design and implement a highly available Oracle E-Business Suite (EBS) environment on AWS using Multi-AZ deployment, then learn how to achieve a Recovery Point Objective of zero and a Recovery Time Objective of 15 minutes, ensuring seamless business continuity. Additionally, learn how to use AWS observability services such as Amazon CloudWatch to detect failures and design timely email notifications in the event of an outage. This builders' session, intended for AWS Partners, equips you with the best practices and strategies to enhance the availability and resiliency of your enterprise applications in the cloud. You must bring your laptop to participate.

    , Senior Partner Solutions Architect, Amazon Web Services

    , Sr. Partner Solutions Architect, Amazon Web Services

    , Sr. Partner Solutions Architect GenAI, Amazon Web Services

    , Sr Partner SA, AWS

    , Sr. Partner Solutions Architect, Amazon.com

    • Friday, Dec 69:00 AM - 10:00 AM PST
      Caesars Forum | Level 1 | Alliance 311
  • Code talk
    AI/ML
    Cross-Industry Solutions
    Generative AI
    Newly announced content
    400 – Expert
    Data Scientist
    Developer / Engineer
    IT Professional / Technical Manager
    Wynn
    Amazon SageMaker
    4:00 p.m. Wednesday, Dec 04
    Wednesday, Dec 04
    In this comprehensive code talk, delve into the robust capabilities of Amazon SageMaker Python SDK. Explore how this powerful tool streamlines the entire machine learning (ML) lifecycle, from data preparation to model deployment. Discover how to use pre-built algorithms, integrate custom models seamlessly, and harness the power of popular Python libraries within the SageMaker platform. Gain hands-on experience in data management, model training, monitoring, and seamless deployment to production environments. Learn best practices and insider tips to optimize your data science workflow and accelerate your ML journey using SageMaker Python SDK.

    , Product Manager, amazon com services inc

    , Sr. ML Solution Architect, Amazon Web Services

    • Wednesday, Dec 44:30 PM - 5:30 PM PST
      Wynn | Convention Promenade | Lafite 2
  • Builders' session
    Storage
    Data Protection
    Resilience
    400 – Expert
    IT Administrator
    Solution / Systems Architect
    System Administrator
    Caesars Forum
    Amazon Data Lifecycle Manager
    Amazon Elastic Block Store (Amazon EBS)
    AWS Key Management Service (AWS KMS)
    Tuesday, Dec 03
    2:00 p.m. Tuesday, Dec 03
    Organizations use Amazon EBS snapshots to securely protect data on Amazon EBS volumes. Join this builders’ session to learn how to design and build automated application-consistent Amazon EBS snapshot workflows using Amazon Data Lifecycle Manager. Build snapshot automation into your existing data protection scripts, and explore how to design and code new snapshot workflows. This session also covers topics such as AWS account security, securing your snapshots from public access, secure sharing, and the Amazon EBS snapshot encryption architecture. Learn how to protect your data from accidental deletions, increase compliance, and safeguard against ransomware. You must bring your laptop to participate.

    , Senior Software Dev Manager, Amazon

    , Sr. Technical Account Manager, Amazon Web Services

    , Principal Storage Solutions Architect, AWS

    , Sr.Product Mgr - Tech, Amazon

    , Senior Solutions Architect, AWS

    • Tuesday, Dec 32:30 PM - 3:30 PM PST
      Caesars Forum | Level 1 | Summit 232 | Content Hub | Builder's 1
  • Builders' session
    Storage
    Data Protection
    Resilience
    400 – Expert
    IT Administrator
    Solution / Systems Architect
    System Administrator
    Mandalay Bay
    Amazon Data Lifecycle Manager
    Amazon Elastic Block Store (Amazon EBS)
    AWS Key Management Service (AWS KMS)
    2:00 p.m. Wednesday, Dec 04
    Wednesday, Dec 04
    Organizations use Amazon EBS snapshots to securely protect data on Amazon EBS volumes. Join this builders’ session to learn how to design and build automated application-consistent Amazon EBS snapshot workflows using Amazon Data Lifecycle Manager. Build snapshot automation into your existing data protection scripts, and explore how to design and code new snapshot workflows. This session also covers topics such as AWS account security, securing your snapshots from public access, secure sharing, and the Amazon EBS snapshot encryption architecture. Learn how to protect your data from accidental deletions, increase compliance, and safeguard against ransomware. You must bring your laptop to participate.

    , Senior Software Dev Manager, Amazon

    , Sr. Technical Account Manager, Amazon Web Services

    , Principal Storage Solutions Architect, AWS

    , Sr.Product Mgr - Tech, Amazon

    , Senior Solutions Architect, AWS

    • Wednesday, Dec 42:30 PM - 3:30 PM PST
      Mandalay Bay | Level 2 South | Surf B
  • Builders' session
    Storage
    Data Protection
    Resilience
    400 – Expert
    IT Administrator
    Solution / Systems Architect
    System Administrator
    Mandalay Bay
    Amazon Data Lifecycle Manager
    Amazon Elastic Block Store (Amazon EBS)
    AWS Key Management Service (AWS KMS)
    Monday, Dec 02
    5:00 p.m. Monday, Dec 02
    Organizations use Amazon EBS snapshots to securely protect data on Amazon EBS volumes. Join this builders’ session to learn how to design and build automated application-consistent Amazon EBS snapshot workflows using Amazon Data Lifecycle Manager. Build snapshot automation into your existing data protection scripts, and explore how to design and code new snapshot workflows. This session also covers topics such as AWS account security, securing your snapshots from public access, secure sharing, and the Amazon EBS snapshot encryption architecture. Learn how to protect your data from accidental deletions, increase compliance, and safeguard against ransomware. You must bring your laptop to participate.

    , Senior Software Dev Manager, Amazon

    , Sr. Technical Account Manager, Amazon Web Services

    , Principal Storage Solutions Architect, AWS

    , Sr.Product Mgr - Tech, Amazon

    , Senior Solutions Architect, AWS

    • Monday, Dec 25:30 PM - 6:30 PM PST
      Mandalay Bay | Level 2 South | Surf B
  • Workshop
    Architecture
    DevOps & Developer Productivity
    Independent Software Vendor (ISV)
    SaaS
    400 – Expert
    Developer / Engineer
    DevOps Engineer
    Solution / Systems Architect
    MGM Grand
    Amazon Elastic Kubernetes Service (Amazon EKS)
    4:00 p.m. Wednesday, Dec 04
    Wednesday, Dec 04
    The Kubernetes DevOps tool chain equips builders with a rich collection of constructs that can be used to design and implement a range of multi-tenant automation strategies. This workshop looks at how these Kubernetes tools are combined to support tenant onboarding, deployment, provisioning, configuration, and so on. The labs identify approaches for targeting and automating these unique SaaS DevOps needs. The goal is to create an end-to-end solution that uses GitOps, Argo, Helm, and other Kubernetes tools to create and configure multi-tenant Amazon EKS environments that cover a range of tiers and deployment models. You must bring your laptop to participate.

    , Sr. GTM SSA, Containers, AWS

    , Sr. Solutions Architect Containers, Amazon Web Services

    • Wednesday, Dec 44:00 PM - 6:00 PM PST
      MGM Grand | Level 3 | Premier 311
  • Workshop
    Security, Compliance & Identity
    Advertising & Marketing
    Media & Entertainment
    Software and Internet
    Front-End Web & Mobile
    400 – Expert
    Cloud Security Specialist
    Developer / Engineer
    IT Professional / Technical Manager
    MGM Grand
    AWS Shield
    AWS WAF
    Thursday, Dec 05
    12:00 p.m. Thursday, Dec 05
    In this workshop, compete in a team-based environment to practice protecting a web application in real time. Your team uses AWS WAF and AWS Shield to mitigate distributed HTTP floods, web exploits, and malicious bots that disrupt the experience of your customers. This workshop offers a risk-free environment where teamwork is paramount as you work together under pressure. Watch a real-time scoreboard as your team works through each level. The most effective team will earn a prize at the end! You must bring your laptop to participate.

    , Sr. Specialist SA Security, Amazon Web Services

    , Sr. Security Specialist SA, AWS

    • Thursday, Dec 512:30 PM - 2:30 PM PST
      MGM Grand | Level 3 | Premier 316
  • Workshop
    Security, Compliance & Identity
    Advertising & Marketing
    Media & Entertainment
    Software and Internet
    Front-End Web & Mobile
    400 – Expert
    Cloud Security Specialist
    Developer / Engineer
    IT Professional / Technical Manager
    Wynn
    AWS Shield
    AWS WAF
    3:00 p.m. Monday, Dec 02
    Monday, Dec 02
    In this workshop, compete in a team-based environment to practice protecting a web application in real time. Your team uses AWS WAF and AWS Shield to mitigate distributed HTTP floods, web exploits, and malicious bots that disrupt the experience of your customers. This workshop offers a risk-free environment where teamwork is paramount as you work together under pressure. Watch a real-time scoreboard as your team works through each level. The most effective team will earn a prize at the end! You must bring your laptop to participate.

    , Sr. Specialist SA Security, Amazon Web Services

    , Sr. Security Specialist SA, AWS

    • Monday, Dec 23:00 PM - 5:00 PM PST
      Wynn | Upper Convention Promenade | Cristal 5
  • Chalk talk
    Hybrid Cloud
    Migration & Modernization
    Financial Services
    Healthcare & Life Sciences
    Manufacturing & Industrial
    Digital Sovereignty
    VMware
    Well-Architected Framework
    400 – Expert
    IT Administrator
    IT Professional / Technical Manager
    Solution / Systems Architect
    MGM Grand
    10:00 a.m. Wednesday, Dec 04
    Wednesday, Dec 04
    This chalk talk explores the Amazon EC2 concepts of instance recoverability, placement groups, and auto scaling from the perspective of AWS Outposts and how VMware architects can draw parallels to VMware features like High Availability (HA), Distributed Resource Scheduler (DRS), Affinity Groups, and stretched clusters. The talk also covers how you can design resilient architectures between two Outposts in the same location using intra-VPC routing. Additionally, learn how you can leverage AWS Elastic Disaster Recovery to migrate on-premises workloads to AWS Outposts.

    , Sr. Solutions Architect, Amazon Web Services

    , SA, AWS

    • Wednesday, Dec 410:00 AM - 11:00 AM PST
      MGM Grand | Level 3 | 307
  • Breakout session
    Cloud Operations
    Generative AI
    Monitoring & Observability
    400 – Expert
    Developer / Engineer
    DevOps Engineer
    Solution / Systems Architect
    MGM Grand
    Walk-up only: No reserved seating required
    Amazon Bedrock
    Amazon CloudWatch
    Monday, Dec 02
    1:00 p.m. Monday, Dec 02
    As generative AI adoption grows, comprehensive observability is crucial for ensuring reliability, transparency, and optimization. In this session, learn about the observability challenges of different generative AI patterns, including large language models, Retrieval Augmented Generation (RAG) architectures, and other emerging approaches. Discover how to use Amazon CloudWatch with a wide range of metrics, logs, and distributed tracing to gain visibility into the lifecycle of generative AI workloads. Additionally, explore the role of LangChain, a powerful framework for building generative AI applications, and how it can be leveraged in conjunction with Amazon Bedrock and Amazon SageMaker to enhance observability across the development and deployment pipeline.

    , WW Tech Leader, AI/ML, Amazon Web Services

    , Tech Leader, CloudOps, Amazon Web Services

    Walk up only session: Walk-up only: No reserved seating required
    • Monday, Dec 21:00 PM - 2:00 PM PST
      MGM Grand | Level 1 | Boulevard 163 | Content Hub | Red Screen
  • Breakout session
    Cloud Operations
    Generative AI
    Monitoring & Observability
    400 – Expert
    Developer / Engineer
    DevOps Engineer
    Solution / Systems Architect
    Mandalay Bay
    Amazon Bedrock
    Amazon CloudWatch
    Monday, Dec 02
    1:00 p.m. Monday, Dec 02
    As generative AI adoption grows, comprehensive observability is crucial for ensuring reliability, transparency, and optimization. In this session, learn about the observability challenges of different generative AI patterns, including large language models, Retrieval Augmented Generation (RAG) architectures, and other emerging approaches. Discover how to use Amazon CloudWatch with a wide range of metrics, logs, and distributed tracing to gain visibility into the lifecycle of generative AI workloads. Additionally, explore the role of LangChain, a powerful framework for building generative AI applications, and how it can be leveraged in conjunction with Amazon Bedrock and Amazon SageMaker to enhance observability across the development and deployment pipeline.

    , WW Tech Leader, AI/ML, Amazon Web Services

    , Tech Leader, CloudOps, Amazon Web Services

    • Monday, Dec 21:00 PM - 2:00 PM PST
      Mandalay Bay | Level 3 South | South Seas F