This session covers how Karpenter can help you reduce complexities and improve efficiency in Kubernetes clusters. Explore how to leverage Amazon EC2 Spot Instances as a purchase option, and learn how AWS Graviton-based Amazon EC2 instances help further optimize your workloads while improving sustainability.
106 sessions
- Breakout sessionComputeKubernetesCross-Industry SolutionsSustainabilityCost OptimizationInnovation & Transformation200 – IntermediateDeveloper / EngineerIT Professional / Technical ManagerSolution / Systems ArchitectMandalay BayAmazon Elastic Kubernetes Service (Amazon EKS)Amazon EC2 - GravitonAmazon EC2 SpotMonday, Dec 025:00 p.m. Monday, Dec 02
, Platform Engineer, Monzo Bank UK
, UKIR GTM Efficient Compute Lead, AWS
- Monday, Dec 25:30 PM - 6:30 PM PSTMandalay Bay | Level 2 South | Oceanside B
- Breakout sessionComputeCross-Industry SolutionsCost Optimization200 – IntermediateDeveloper / EngineerIT Professional / Technical ManagerSolution / Systems ArchitectWynnAmazon EC2 Auto ScalingAmazon EC2 - GravitonAmazon EC2 SpotSilent session12:00 p.m. Monday, Dec 02Monday, Dec 02Let this session be your guide to building cost-effective, sustainable infrastructure without sacrificing application performance on AWS. In this session, learn both technical and non-technical best practices for building efficient compute architectures on AWS, from the basics of AWS Savings Plans and Amazon EC2 Auto Scaling to more advanced strategies such as leveraging Amazon EC2 Spot Instances, AWS Graviton, automation, and more. Learn from AWS customers about their real-world experiences implementing compute optimization strategies and the benefits they’ve achieved.
, Sr. Product Manager, AWS
, Senior Director of Engineering, Nubank
, Principal GTM Specialist Efficient Compute, AWS
- Monday, Dec 212:00 PM - 1:00 PM PSTWynn | Level 1 | Lafite 4 | Content Hub | Orange Screen
- Breakout sessionComputeCross-Industry SolutionsDeveloper Community200 – IntermediateDeveloper / EngineerSolution / Systems ArchitectMandalay BayAmazon Elastic Compute Cloud (Amazon EC2)Thursday, Dec 053:00 p.m. Thursday, Dec 05EC2 Mac instances allow you to run on-demand macOS workloads in the cloud and extend the flexibility, scalability, and cost benefits of AWS to all Apple developers. This session shares the latest features and advancements for EC2 Mac and how customers are benefiting from them. Learn about Apple application development in the cloud using EC2 Mac instances and hear firsthand how an AWS customer optimized its Apple development workflow and benefited from Apple application development in the cloud.
, Senior Manager, Product Management, EC2, Amazon Web Services (AWS)
, Senior Mac Mini Rebooter, Block
- Thursday, Dec 53:30 PM - 4:30 PM PSTMandalay Bay | Level 2 South | Oceanside B
- Breakout sessionNewly announced contentComputeNew to AWSCross-Industry SolutionsCost OptimizationNewly announced content100 – FoundationalBusiness ExecutiveDeveloper / EngineerIT Professional / Technical ManagerVenetianAmazon Elastic Compute Cloud (Amazon EC2)12:00 p.m. Wednesday, Dec 04Wednesday, Dec 04Join this session to learn about the latest compute innovations from AWS. Discover how you can take advantage of recently launched Amazon EC2 instances and capabilities, and hear from AWS customer Capital One. This session aims to help you better understand Amazon EC2 instances and how organizations like yours can use them to run virtually any workload while meeting your cost, performance, and sustainability goals.
, VP, Distinguished Engineer, Capital One
, VP of Technology, EC2, Amazon Web Services
, Principal Product Market Manager, AWS
- Wednesday, Dec 412:00 PM - 1:00 PM PSTVenetian | Level 3 | Lido 3002
New Launch: Newly announced content - Chalk talkBusiness ApplicationsComputeCross-Industry SolutionsApplication IntegrationEvent-Driven Architecture300 – AdvancedData EngineerDeveloper / EngineerIT Professional / Technical ManagerMGM GrandAmazon Elastic Compute Cloud (Amazon EC2)12:00 p.m. Wednesday, Dec 04Wednesday, Dec 04In the past, distributed systems builders have only used wall-clock physical time in features geared for human consumption (like log timestamps and UI presentation). Design principle for these distributed systems commands that wall-clock time should not be relied upon for anything critical. Time, however, is changing, and clocks can be used at scale to reliably maintain precision and accuracy good enough for distributed systems, including databases, AI, financial services, broadcast/media, telecommunications, quantum computing, and more. You can now approach system design in new ways. Clock accuracy becomes a feature and benefit to improve application performance on AWS.
, Principal Product Manager, EC2, Amazon Web Services
, Principal Software Engineer, Amazon Web Services
- Wednesday, Dec 412:00 PM - 1:00 PM PSTMGM Grand | Level 1 | Boulevard 169
- Chalk talkAI/MLComputeCross-Industry SolutionsHealthcare & Life SciencesGenerative AICost OptimizationInnovation & Transformation300 – AdvancedAcademic / ResearcherData ScientistDeveloper / EngineerMandalay BayAmazon Elastic Compute Cloud (Amazon EC2)Amazon SageMakerAWS Trainium10:00 a.m. Wednesday, Dec 04Wednesday, Dec 04Biopharma researchers are looking to build and deploy models such as AlphaFold2, ProtGPT2, and ESM-2 for generative biology and chemistry. In this chalk talk we cover how to deploy NVIDIA BioNeMo on NVIDIA GPU-powered Amazon EC2 instances, AWS ParallelCluster, and Amazon SageMaker. We also cover how you can deploy these models on AWS Trainium and AWS Inferentia chips to help you lower your costs by up to 50%.
, Principal Solution Architect, Amazon
, Solutions Architect, AWS
- Wednesday, Dec 410:30 AM - 11:30 AM PSTMandalay Bay | Level 3 South | South Seas D
- WorkshopAI/MLComputeCross-Industry SolutionsGenerative AICost OptimizationInnovation & Transformation300 – AdvancedAcademic / ResearcherData ScientistDeveloper / EngineerWynnAmazon SageMakerAWS TrainiumTuesday, Dec 033:00 p.m. Tuesday, Dec 03While large language models (LLMs) have broad knowledge and versatility, tailoring these powerful models to specific domains unlocks new levels of understanding and performance, allowing them to enhance user experience in domain-focused or industry-vertical applications. In this workshop, learn how to apply post-training techniques like supervised fine-tuning and model alignment on AWS Trainium and AWS Inferentia using Amazon SageMaker and Hugging Face Optimum Neuron library. Explore how to deploy these models and evaluate the effects of these techniques with domain-specific accuracy tests. You must bring a laptop to participate.
, AI Solutions Architect, AWS
, Sr Manager, AWS
- Tuesday, Dec 33:30 PM - 5:30 PM PSTWynn | Convention Promenade | Margaux 2
- Breakout sessionComputeCross-Industry SolutionsApplication IntegrationSAP300 – AdvancedData EngineerDevOps EngineerSolution / Systems ArchitectMandalay BayAmazon Elastic Compute Cloud (Amazon EC2)AWS SDK for SAP ABAPThursday, Dec 052:00 p.m. Thursday, Dec 05Deploying and scaling a resilient and highly available infrastructure to run mission-critical SAP HANA workloads on-premises generally requires long planning cycles and often with several compromises to meet the desired timeline and budget goals. This session showcases how customers leverage the agility, flexibility and resiliency that AWS High Memory instances provide to help them deploy and scale the infrastructure for SAP HANA deployments while meeting performance and high availability goals. Hear from SAP directly how they manage thousands of SAP systems using RISE with SAP on AWS. Learn how you can benefit from the latest high memory instances for your mission critical SAP workloads.
, Principal Solutions Architect, Amazon Web Services
, Product Management, Amazon Inc
, Lead Architect, SAP Enterprise Cloud Services
- Thursday, Dec 52:00 PM - 3:00 PM PSTMandalay Bay | Level 3 South | South Seas F
- Breakout sessionComputeCross-Industry SolutionsModernizationCost OptimizationInnovation & Transformation300 – AdvancedDeveloper / EngineerIT Professional / Technical ManagerSolution / Systems ArchitectMandalay BayAmazon EC2 - Graviton2:00 p.m. Wednesday, Dec 04Wednesday, Dec 04AWS Graviton-based Amazon EC2 instances provide the best price performance for workloads in Amazon EC2. In this session, dive deep into the AWS Graviton processor and learn about its workload performance, energy efficiency, and software offerings. Learn about common use cases, best practices to optimize your workloads across various applications, customer success stories, and how you can accelerate your AWS Graviton journey.
, Staff Software Engineer, Robinhood Markets Inc
, Director, EC2 Product Management, AWS
, Sr Prinicpal Engineer, AWS
- Wednesday, Dec 42:30 PM - 3:30 PM PSTMandalay Bay | Level 3 South | South Seas F
- Chalk talkAI/MLComputeCross-Industry SolutionsGenerative AICost Optimization300 – AdvancedDeveloper / EngineerIT ExecutiveIT Professional / Technical ManagerCaesars ForumAWS InferentiaAWS TrainiumAmazon EC2 - Graviton9:00 a.m. Wednesday, Dec 04Wednesday, Dec 04Ready to run your generative AI workloads on AWS? If you’re trying to decide between accelerators such as AWS Inferentia and AWS Trainium, GPUs from NVIDIA and AMD, processors such as AWS Graviton, or managed services such as Amazon Bedrock and Amazon SageMaker, this chalk talk has got you covered. Come explore the different options you have available on AWS, unpack their advantages and trade-offs, and get help choosing the option that is best for your workload and budget.
, Principal Solutions Architect, Amazon Web Services
, Sr Specialist, Accelerated Compute, AWS
, WW SA Leader EC2 Foundations, Amazon Web Services
- Wednesday, Dec 49:00 AM - 10:00 AM PSTCaesars Forum | Level 1 | Alliance 305
- WorkshopComputeInternet of ThingsCross-Industry SolutionsApplication Integration300 – AdvancedData EngineerDevOps EngineerSolution / Systems ArchitectMandalay BayAmazon Elastic Compute Cloud (Amazon EC2)AWS IoT Core1:00 p.m. Wednesday, Dec 04Wednesday, Dec 04Join spatial computing specialists as they show you how to build a digital twin in this interactive workshop using NVIDIA Omniverse. Using provided photos, videos, and LiDAR sources, you build a real-time 3D replica of a bike factory demo and compare your digital twin to the physical demo on the Expo floor. You must bring your laptop to participate.
, Sr. Partner Solutions Architect, Amazon Web Services
, Principal Solutions Architect, AWS
- Wednesday, Dec 41:00 PM - 3:00 PM PSTMandalay Bay | Level 2 South | Oceanside D
- Breakout sessionAI/MLComputeCross-Industry SolutionsGenerative AICost OptimizationInnovation & Transformation200 – IntermediateData ScientistDeveloper / EngineerIT Professional / Technical ManagerWynnAmazon Elastic Compute Cloud (Amazon EC2)AWS InferentiaAWS TrainiumSilent sessionThursday, Dec 0512:00 p.m. Thursday, Dec 05As you increase the use of generative AI to transform your business at scale, rising costs in your model development and deployment infrastructure can adversely impact your ability to innovate and deliver delightful customer experiences. AWS Trainium and AWS Inferentia deliver high-performance AI training and inference while reducing your costs by up to 50%. Attend this session to hear from AWS customers ByteDance, Ricoh, and Arcee about how they are realized these benefits to grow their businesses and deliver innovative experiences to their end users.
, Principal Algo Engineer, ByteDance
, VP of Product, watsonx, IBM
, CEO and co-founder, Arcee AI
, General Manager, R&D, Ricoh co. ltd.
, Principal GenAI Specialist, AWS
- Thursday, Dec 512:30 PM - 1:30 PM PSTWynn | Level 1 | Lafite 4 | Content Hub | Pink Screen
- Breakout sessionAI/MLComputeCross-Industry SolutionsGenerative AICost OptimizationInnovation & Transformation300 – AdvancedData ScientistDeveloper / EngineerIT Professional / Technical ManagerMandalay BayAmazon Elastic Compute Cloud (Amazon EC2)Amazon FSx for LustreAmazon SageMakerSilent sessionMonday, Dec 021:00 p.m. Monday, Dec 02Training large-scale foundation models presents unique challenges. This session unravels the complexities of building and scaling these models. From selecting the optimal compute resources—including GPUs, AWS Trainium, and AWS Inferentia—to optimizing data pipelines with Amazon S3, Amazon FSx for Lustre, or NVMe and maximizing network performance with an Elastic Fabric Adapter. It also covers how Amazon SageMaker HyperPod can help you save up to 40% on training costs. Receive practical guidance for overcoming challenges and achieving peak performance in your foundation model training, and hear how customers leverage AWS AI chips to train their foundation models for a multi-agent personal AI.
, CEO / Founder, NinjaTech AI
, Principal WW Specialist SA GenAI, AWS
, Sr. Solution Architect, AWS
- Monday, Dec 21:00 PM - 2:00 PM PSTMandalay Bay | Level 2 South | Mandalay Bay Ballroom L | Content Hub | Turquoise Screen
- WorkshopComputeMigration & ModernizationCross-Industry SolutionsSoftware and InternetSustainabilityCost OptimizationInnovation & Transformation300 – AdvancedDeveloper / EngineerIT Professional / Technical ManagerSolution / Systems ArchitectCaesars ForumAmazon Elastic Compute Cloud (Amazon EC2)Amazon EC2 - GravitonTuesday, Dec 032:00 p.m. Tuesday, Dec 03Are you looking to improve your price performance and reduce your environmental impact? AWS Graviton-based Amazon EC2 instances are a great fit for organizations of all sizes looking to maximize price performance and improve sustainability. In this hands-on workshop, learn how to modernize your workloads and reduce your carbon footprint by taking advantage of Graviton-based instances. Deep dive into AWS Graviton managed services, common use cases, and best practices. You must bring your laptop to participate.
, Pr SA Sustainability, Graviton, Amazon Web Services
, Principal, Solutions Architect, Amazon
- Tuesday, Dec 32:00 PM - 4:00 PM PSTCaesars Forum | Level 1 | Alliance 307
- WorkshopArchitectureComputeCross-Industry SolutionsApplication IntegrationApplication SecurityNetwork & Infrastructure Security300 – AdvancedDeveloper / EngineerDevOps EngineerSystem AdministratorMandalay BayAmazon Elastic Compute Cloud (Amazon EC2)3:00 p.m. Monday, Dec 02Monday, Dec 02Data protection is crucial when it comes to processing sensitive datasets for healthcare, financial, demographic, and social media use cases. In this workshop, learn to build and operationalize your AWS Nitro Enclaves applications using CI/CD. You must bring your laptop to participate.
, Principal Solutions Architect, Amazon Web Services
, Sr Specialist Solutions Architect, Confidential Computing, AWS
- Monday, Dec 23:30 PM - 5:30 PM PSTMandalay Bay | Level 2 South | Oceanside D
- Breakout sessionArchitectureComputeManufacturing & IndustrialSoftware and InternetCustomer StoriesInnovation & Transformation300 – AdvancedDeveloper / EngineerIT AdministratorSolution / Systems ArchitectMandalay BayAmazon Elastic Compute Cloud (Amazon EC2)Amazon EC2 - GravitonSilent session5:00 p.m. Wednesday, Dec 04Wednesday, Dec 04Silicon powers the world, but it requires compute power to test and verify before production. This session explores the journey of customers who have scaled their Electronic Design Automation (EDA) workloads on AWS using some of its recently launched custom hardware. The session highlights the value they've derived transitioning their operations from on-premises data centers to the AWS Cloud and how this shift has transformed their business outcomes. Delve into the role played by the Amazon EC2 portfolio in helping customers achieve their goals and gain insights into how EDA customers can leverage resources to drive growth and innovation.
, CEO, Astera Labs
, Principal Product Manager, Amazon
- Wednesday, Dec 45:30 PM - 6:30 PM PSTMandalay Bay | Level 2 South | Mandalay Bay Ballroom L | Content Hub | Turquoise Screen
- Chalk talkAI/MLComputeCross-Industry SolutionsDeveloper Community300 – AdvancedData EngineerDeveloper / EngineerSolution / Systems ArchitectCaesars ForumAmazon Elastic Compute Cloud (Amazon EC2)2:00 p.m. Wednesday, Dec 04Wednesday, Dec 04In this session, learn how to build a cloud-powered mobile app using Amazon EC2 Mac instances and Amazon Bedrock. With the rise of cloud computing and mobile devices, developers need to master the necessary skills for creating seamless cross-platform experiences that integrate with backend services. Gain experience in developing a cloud-powered mobile app that integrates with AWS services. This is an ideal opportunity for developers looking to expand their skills in cloud computing and mobile development.
, Sr. Manager, Solutions Architecture, Open Source and Emerging Tech, AWS
, Senior Strategic Architect, Amazon
- Wednesday, Dec 42:30 PM - 3:30 PM PSTCaesars Forum | Level 1 | Summit 220
- Breakout sessionComputeAutomotiveCross-Industry SolutionsHealthcare & Life SciencesCost OptimizationInnovation & Transformation200 – IntermediateAcademic / ResearcherDeveloper / EngineerSolution / Systems ArchitectMandalay BayAmazon Elastic Compute Cloud (Amazon EC2)Thursday, Dec 0512:00 p.m. Thursday, Dec 05As more customers bring their high performance computing (HPC) workloads to AWS, we’re engineering new solutions to make sure running at cloud scale is a success factor for those customers, not a challenge. In this session, experts walk you straight past some of the undifferentiated heavy lifting you no longer need to do to spin up thousands (or millions) of cores to solve a hard problem. In collaboration with a guest customer, learn what HPC looks like when it’s reinvented like this and how much easier it is to think really, truly big.
, Cloud Architect, NREL
, Director, Advanced Computing & Sim, AWS
- Thursday, Dec 512:30 PM - 1:30 PM PSTMandalay Bay | Level 3 South | South Seas F
- WorkshopAI/MLComputeCross-Industry SolutionsGenerative AICost OptimizationInnovation & Transformation300 – AdvancedAcademic / ResearcherData ScientistDeveloper / EngineerVenetianAmazon BedrockAmazon SageMakerAWS Inferentia4:00 p.m. Wednesday, Dec 04Wednesday, Dec 04How can you improve the accuracy of generative AI responses—by leveraging Retrieval Augmented Generation (RAG), fine-tuning techniques, or using a combination of both? This hand-on workshop explores two RAG approaches. First, learn how to implement RAG using Amazon Bedrock Knowledge Bases with quick and easy setup. Then, take a deep dive into Amazon SageMaker to fine-tune a model on AWS Trainium, deploy it on AWS Inferentia, and use Amazon OpenSearch Service to build out a RAG workflow. Learn when to employ each method based on your specific use case, domain-specific data, and tenancy requirements. You must bring your laptop to participate.
, Sr. Solutions Developer, Amazon Web Services
, Sr. Solutions Architect, Amazon Web Services
- Wednesday, Dec 44:00 PM - 6:00 PM PSTVenetian | Level 3 | Murano 3201B
- WorkshopComputeCross-Industry SolutionsResilienceCost Optimization300 – AdvancedDeveloper / EngineerIT Professional / Technical ManagerSolution / Systems ArchitectMandalay BayAmazon EC2 Auto ScalingAmazon Elastic Compute Cloud (Amazon EC2)4:00 p.m. Wednesday, Dec 04Wednesday, Dec 04Amazon EC2 Auto Scaling groups help you take advantage of the elasticity benefits that are built in to AWS. With more responsive and proactive scaling, you run only the required number of instances at any time of the day, reducing the cost of overprovisioned EC2 instances. In this workshop, learn how to take advantage of the latest innovations from Amazon EC2 Auto Scaling to improve your web application availability at lower costs. Discover how to use a combination of predictive scaling, dynamic scaling, and warm pool features to automatically launch and terminate capacity with changing demands. You must bring your laptop to participate.
, Sr. Product Manager - Tech, Amazon Web Services
, Senior Solution Architect, Amazon Web Services
- Wednesday, Dec 44:00 PM - 6:00 PM PSTMandalay Bay | Level 2 South | Oceanside D
- Breakout sessionComputeSecurity, Compliance & IdentityCross-Industry SolutionsData Protection300 – AdvancedCloud Security SpecialistDeveloper / EngineerSolution / Systems ArchitectMGM GrandAmazon Elastic Compute Cloud (Amazon EC2)Monday, Dec 029:00 a.m. Monday, Dec 02Confidential computing enables customers to protect code and data from unauthorized access during processing. This session dives into how AWS delivers a combination of hardware- and software-based solutions to deliver confidential computing capabilities such as the AWS Nitro System, AWS Nitro Enclaves, and NitroTPM. It introduces key concepts surrounding confidential computing starting from our “no operator access” assurance, strong isolation model, leveraging cryptographic capabilities, and delivering Nitro Secure AI for AI/ML applications.
, Principal Product Manager, Amazon
, Principal Specialist, AWS
, Engineering Leader, 1Password
- Monday, Dec 29:00 AM - 10:00 AM PSTMGM Grand | Level 1 | Grand 122
- Breakout sessionAI/MLComputeCross-Industry SolutionsGenerative AICost OptimizationInnovation & Transformation200 – IntermediateData ScientistDeveloper / EngineerIT Professional / Technical ManagerVenetianAmazon Elastic Compute Cloud (Amazon EC2)AWS InferentiaAWS TrainiumTuesday, Dec 035:00 p.m. Tuesday, Dec 03Discover how AWS provides the most performant, low-cost infrastructure for building and scaling large-scale generative AI models. Come learn what’s new in the accelerated computing portfolio including our GPU-based and AWS AI chips-powered instances, and hear about the variety of training and inference use cases that this portfolio unlocks for customers including large language models and multi-modal models. Join this breakout session to explore real-world examples of how leading companies are leveraging AWS to achieve groundbreaking results in generative AI.
, AI Engineering lead, Meta Platforms
, Senior Product Manager - Technical, Amazon Web Services
, Principal Product Manager, AWS
- Tuesday, Dec 35:30 PM - 6:30 PM PSTVenetian | Level 3 | Murano 3304
- WorkshopComputeCross-Industry SolutionsCost OptimizationInnovation & Transformation300 – AdvancedAcademic / ResearcherData ScientistDeveloper / EngineerMGM GrandAmazon Elastic Compute Cloud (Amazon EC2)Amazon EC2 - Graviton12:00 p.m. Monday, Dec 02Monday, Dec 02From genomics to weather simulations, AWS Parallel Computing Service (AWS PCS) revolutionizes cloud-based HPC. This managed service simplifies scaling diverse workloads, offering enhanced reproducibility and rapid experimentation. Easily modify entire clusters to support emerging requirements or opportunities. In this hands-on workshop, learn to build custom PCS environments, manage compute resources, and implement useful cluster architectures. Gain practical experience in cluster design, job scheduling, and performance optimization as you build and exercise an elastic HPC cluster. Familiarity with Slurm, HPC workloads, and cluster architectures is beneficial. You must bring your laptop to participate.
, Principal Developer Advocate, AWS
, Principal WW Specialist SA HPC, Amazon Web Services
- Monday, Dec 212:30 PM - 2:30 PM PSTMGM Grand | Level 3 | Premier 316
- Breakout sessionAI/MLComputeCross-Industry SolutionsGlobal InfrastructureResilienceCost Optimization300 – AdvancedDeveloper / EngineerIT Professional / Technical ManagerSolution / Systems ArchitectMandalay BayAmazon Elastic Compute Cloud (Amazon EC2)Silent sessionWednesday, Dec 0411:00 a.m. Wednesday, Dec 04Amazon EC2 offers a variety of capacity usage and reservation models, so you can choose the right combination for your workload and budget. These include capacity reservations, On-Demand Instances, Amazon EC2 Capacity Blocks for ML, and more. Join this session to learn how to combine these models in a way that’s best for your business. Leave with knowledge on how to manage your capacity to improve utilization and availability.
, Director, EC2 Capacity, AWS
, Product Manager, Amazon Web Services
- Wednesday, Dec 411:30 AM - 12:30 PM PSTMandalay Bay | Lower Level North | South Pacific E | Mint Green
- Breakout sessionAI/MLComputeCross-Industry SolutionsGlobal InfrastructureResilienceCost Optimization300 – AdvancedDeveloper / EngineerIT Professional / Technical ManagerSolution / Systems ArchitectMandalay BayAmazon EC2 - GravitonAmazon EC2 Spot8:00 a.m. Wednesday, Dec 04Wednesday, Dec 04Amazon EC2 provides a wide selection of instance types optimized to fit different use cases, including AI/ML workloads. Join this session to learn best practices to maximize the performance for your AI/ML workloads while considering factors including sustainability and cost. Hear directly from customers who have accelerated their AI/ML innovation with the help of AWS tools and solutions. Leave equipped to explore optimization of your AI/ML solutions with services powered by AWS Graviton, accelerated computing instances, and Amazon EC2 Spot Instances.
, Principal Specialist, Graviton, AWS
, Member of Technical Staff, Anthropic, PBC
, Sr. Solutions Architect, Amazon Web Services
- Wednesday, Dec 48:30 AM - 9:30 AM PSTMandalay Bay | Level 3 South | South Seas F
- WorkshopComputeCross-Industry SolutionsModernization300 – AdvancedDeveloper / EngineerDevOps EngineerSolution / Systems ArchitectMGM GrandAmazon EC2 - GravitonThursday, Dec 0512:00 p.m. Thursday, Dec 05AWS Graviton processors are designed to deliver the best price performance for your cloud workloads running on Amazon EC2. During this hands-on workshop, walk through the steps for migrating a workload running on x86 to AWS Graviton-based instances including performing tests locally and modifying the CI/CD pipeline to build and deploy the application in Amazon EKS using Karpenter. Learn how you can deploy applications in an efficient way by mixing AWS Graviton-based instances and Amazon EC2 Spot Instances. You must bring your laptop to participate.
, Specialist Compute SA, AWS
- Thursday, Dec 512:30 PM - 2:30 PM PSTMGM Grand | Level 1 | Grand 115
- Chalk talkComputeCross-Industry SolutionsResilienceCost Optimization200 – IntermediateDeveloper / EngineerIT Professional / Technical ManagerSolution / Systems ArchitectWynnAmazon EC2 Auto ScalingMonday, Dec 029:00 a.m. Monday, Dec 02Amazon EC2 Auto Scaling helps you maintain application availability and automatically add or remove Amazon EC2 instances using scaling policies that you define. In this chalk talk, dive deep into Amazon EC2 Auto Scaling innovations and best practices designed to increase the resiliency of your applications while meeting your cost-efficiency objectives. Learn how your deployment patterns and tools such as Amazon EC2 Auto Scaling instance maintenance policy and instance refresh rollback can help you achieve the exact balance of healthy compute capacity needed.
, Principal Software Engineer, Amazon Web Services
, Principal SSA, AWS
- Monday, Dec 29:00 AM - 10:00 AM PSTWynn | Convention Promenade | Latour 5
- Breakout sessionComputeMigration & ModernizationCross-Industry SolutionsGlobal InfrastructureWell-Architected Framework300 – AdvancedData EngineerDeveloper / EngineerIT Professional / Technical ManagerMandalay BayAmazon Elastic Compute Cloud (Amazon EC2)Silent session4:00 p.m. Monday, Dec 02Monday, Dec 02The AWS Nitro System is a rich collection of building block technologies—including hardware offload and security components built by AWS—that are powering the recent and future generations of Amazon EC2 instances with an ever-broadening selection of compute, storage, memory, and networking options. In this session, dive deep into the AWS Nitro System, review its design and architecture, explore new innovations in the Nitro platform, and see how it has made the seemingly impossible possible.
, Sr Prinicpal Engineer, AWS
- Monday, Dec 24:00 PM - 5:00 PM PSTMandalay Bay | Lower Level North | South Pacific E | Mint Green
- Breakout sessionNewly announced contentAI/MLComputeCross-Industry SolutionsGenerative AICost OptimizationInnovation & TransformationNewly announced content200 – IntermediateData ScientistDeveloper / EngineerIT Professional / Technical ManagerCaesars ForumAmazon Elastic Compute Cloud (Amazon EC2)AWS InferentiaAWS TrainiumSilent sessionTuesday, Dec 031:00 p.m. Tuesday, Dec 03Generative AI promises to revolutionize industries, but its immense computational demands and escalating costs pose significant challenges. To overcome these hurdles, AWS designed purposely built AI chips including AWS Trainium2 and AWS Inferentia2. In this session, get a close look at the innovation across silicon, server, and data center. Also, hear from AWS customer Poolside and the Amazon internal teams working on Rufus (Amazon’s generative AI assistant) about how they are building, deploying, and scaling foundation models across various products and services using AWS AI chips.
, Founding Engineer, poolside
, Director of Software and Product, Amazon / Annapurna Labs
, Researcher, Google
, Principal Engineer, Amazon
- Tuesday, Dec 31:30 PM - 2:30 PM PSTCaesars Forum | Level 1 | Summit 232 | Content Hub | Orange Screen
New Launch: Newly announced content - Breakout sessionComputeContent DeliveryCustomer StoriesCost Optimization200 – IntermediateBusiness ExecutiveSolution / Systems ArchitectVenetianAmazon Elastic Compute Cloud (Amazon EC2)Monday, Dec 025:00 p.m. Monday, Dec 02In this session, join AMD, Netflix, and Pinterest to discover how modernizing to AMD EPYC processor–powered instances helps improve the user experience for hundreds of millions of users while minimizing cloud costs. Find out how Netflix delighted their users with service latency reduction and improved throughput, and learn how Pinterest enhanced their application performance while simultaneously reducing costs. Come see how you can achieve similar results by choosing AMD EPYC processor–powered instances while maintaining x86 compatibility and access to a vast and stable x86 ecosystem. This presentation is brought to you by AMD, an AWS Partner.
, Director Cloud Engineering, Neflix
, VP, Pinterest, Pinterest
, CVP Cloud BU, AMD
- Monday, Dec 25:30 PM - 6:30 PM PSTVenetian | Level 3 | Murano 3304
- Chalk talkComputeKubernetesCross-Industry SolutionsModernizationCost OptimizationInnovation & Transformation200 – IntermediateDeveloper / EngineerIT Professional / Technical ManagerSolution / Systems ArchitectMGM GrandAmazon Elastic Kubernetes Service (Amazon EKS)Amazon EC2 - GravitonAmazon EC2 SpotTuesday, Dec 032:00 p.m. Tuesday, Dec 03Achieving optimal compute efficiency is a key goal for modern cloud architectures. This chalk talk explores how to optimize compute costs and performance for workloads running on Amazon EKS using Karpenter, AWS Graviton, and Amazon EC2 Spot Instances. Through practical examples and expert insights, learn how to integrate these technologies to achieve a more efficient, scalable, and cost-effective Amazon EKS environment.
, Graviton Specialist Sales, AWS
, Principal Solutions Architect, AWS
- Tuesday, Dec 32:30 PM - 3:30 PM PSTMGM Grand | Level 1 | Boulevard 158
- Chalk talkComputeKubernetesCross-Industry SolutionsModernizationCost OptimizationInnovation & Transformation200 – IntermediateDeveloper / EngineerIT Professional / Technical ManagerSolution / Systems ArchitectMGM GrandAmazon Elastic Kubernetes Service (Amazon EKS)Amazon EC2 - GravitonAmazon EC2 Spot4:00 p.m. Monday, Dec 02Monday, Dec 02Achieving optimal compute efficiency is a key goal for modern cloud architectures. This chalk talk explores how to optimize compute costs and performance for workloads running on Amazon EKS using Karpenter, AWS Graviton, and Amazon EC2 Spot Instances. Through practical examples and expert insights, learn how to integrate these technologies to achieve a more efficient, scalable, and cost-effective Amazon EKS environment.
, Graviton Specialist Sales, AWS
, Principal Solutions Architect, AWS
- Monday, Dec 24:30 PM - 5:30 PM PSTMGM Grand | Level 3 | 302
- Chalk talkComputeMigration & ModernizationCross-Industry SolutionsSoftware and InternetModernizationCost OptimizationInnovation & Transformation300 – AdvancedDeveloper / EngineerIT Professional / Technical ManagerSolution / Systems ArchitectMGM GrandAmazon Elastic Compute Cloud (Amazon EC2)Amazon EC2 - Graviton10:00 a.m. Monday, Dec 02Monday, Dec 02AWS Graviton processors are custom designed to enable the best price performance for a wide variety of workloads on AWS including application servers, microservices, open source–based databases and in-memory caches, gaming, high performance computing, and machine learning. In this chalk talk, engage directly with AWS specialists that help customers on a daily basis with their adoption journey—from workload selection to running at scale in production. Explore AWS Graviton use cases, best practices, performance, and customer success stories.
, Principal Specialist, Graviton, AWS
, Core & Advanced Compute SSA Leader - ANZ, Amazon Web Services
- Monday, Dec 210:30 AM - 11:30 AM PSTMGM Grand | Level 1 | Boulevard 156
- Chalk talkComputeMigration & ModernizationCross-Industry SolutionsSoftware and InternetModernizationCost OptimizationInnovation & Transformation300 – AdvancedDeveloper / EngineerIT Professional / Technical ManagerSolution / Systems ArchitectMGM GrandAmazon Elastic Compute Cloud (Amazon EC2)Amazon EC2 - Graviton4:00 p.m. Wednesday, Dec 04Wednesday, Dec 04AWS Graviton processors are custom designed to enable the best price performance for a wide variety of workloads on AWS including application servers, microservices, open source–based databases and in-memory caches, gaming, high performance computing, and machine learning. In this chalk talk, engage directly with AWS specialists that help customers on a daily basis with their adoption journey—from workload selection to running at scale in production. Explore AWS Graviton use cases, best practices, performance, and customer success stories.
, Principal Specialist, Graviton, AWS
, Core & Advanced Compute SSA Leader - ANZ, Amazon Web Services
- Wednesday, Dec 44:30 PM - 5:30 PM PSTMGM Grand | Level 1 | Boulevard 169
- Innovation TalksComputeServerless Compute & ContainersCross-Industry SolutionsCustomer StoriesGenerative AIInnovation & Transformation200 – IntermediateBusiness ExecutiveIT Professional / Technical ManagerPress / Media AnalystVenetianAmazon Elastic Compute Cloud (Amazon EC2)Amazon Elastic Kubernetes Service (Amazon EKS)Amazon EC2 - GravitonTuesday, Dec 032:00 p.m. Tuesday, Dec 03AWS offers the most comprehensive set of capabilities, continually innovating across our infrastructure and services so you can build, run, and scale applications in the cloud, on premises, and at the edge. Join Anthony Liguori, VP & Distinguished Engineer of AWS Compute & Networking, to learn how AWS innovations are transforming the computing landscape. Anthony highlights the latest instance, containers, and serverless technology innovations.
, Vice President & Distinguished Engineer, Compute & Networking, Amazon EC2, AWS
, CTO & Co-founder, poolside
, VP, Serverless Compute, Amazon Web Services
, CTO, Heroku, Salesforce / Heroku
- Tuesday, Dec 32:30 PM - 3:30 PM PSTVenetian | Level 5 | Palazzo Ballroom B
- Builders' sessionComputeCross-Industry SolutionsSustainabilityCost OptimizationInnovation & Transformation300 – AdvancedData ScientistDeveloper / EngineerIT AdministratorMGM GrandAmazon Elastic Compute Cloud (Amazon EC2)Amazon EC2 - GravitonMonday, Dec 0211:00 a.m. Monday, Dec 02As organizations strive to reduce their carbon footprint and promote environmental sustainability, optimizing high performance computing (HPC) workloads in the cloud has become a critical priority. In this hands-on builders’ session, learn how to design and deploy HPC clusters on AWS that deliver both performance and sustainability. Work through the process of architecting an HPC cluster using the latest AWS services, with a strong focus on the AWS Well-Architected Framework sustainability pillar. Leave this session equipped to design and deploy sustainable HPC clusters on AWS that deliver both high performance and environmental responsibility. You must bring your laptop to participate.
, HPC Specialist SA, AWS
- Monday, Dec 211:30 AM - 12:30 PM PSTMGM Grand | Level 1 | Terrace 151
- Builders' sessionComputeCross-Industry SolutionsSustainabilityCost OptimizationInnovation & Transformation300 – AdvancedData ScientistDeveloper / EngineerIT AdministratorCaesars ForumAmazon Elastic Compute Cloud (Amazon EC2)Amazon EC2 - GravitonTuesday, Dec 034:00 p.m. Tuesday, Dec 03As organizations strive to reduce their carbon footprint and promote environmental sustainability, optimizing high performance computing (HPC) workloads in the cloud has become a critical priority. In this hands-on builders’ session, learn how to design and deploy HPC clusters on AWS that deliver both performance and sustainability. Work through the process of architecting an HPC cluster using the latest AWS services, with a strong focus on the AWS Well-Architected Framework sustainability pillar. Leave this session equipped to design and deploy sustainable HPC clusters on AWS that deliver both high performance and environmental responsibility. You must bring your laptop to participate.
, HPC Specialist SA, AWS
- Tuesday, Dec 34:30 PM - 5:30 PM PSTCaesars Forum | Level 1 | Summit 232 | Content Hub | Builder's 2
- Builders' sessionComputeCross-Industry SolutionsSustainabilityCost OptimizationInnovation & Transformation300 – AdvancedData ScientistDeveloper / EngineerIT AdministratorMGM GrandAmazon Elastic Compute Cloud (Amazon EC2)Amazon EC2 - GravitonTuesday, Dec 031:00 p.m. Tuesday, Dec 03As organizations strive to reduce their carbon footprint and promote environmental sustainability, optimizing high performance computing (HPC) workloads in the cloud has become a critical priority. In this hands-on builders’ session, learn how to design and deploy HPC clusters on AWS that deliver both performance and sustainability. Work through the process of architecting an HPC cluster using the latest AWS services, with a strong focus on the AWS Well-Architected Framework sustainability pillar. Leave this session equipped to design and deploy sustainable HPC clusters on AWS that deliver both high performance and environmental responsibility. You must bring your laptop to participate.
, HPC Specialist SA, AWS
- Tuesday, Dec 31:00 PM - 2:00 PM PSTMGM Grand | Level 1 | Terrace 151
- WorkshopAI/MLComputeCross-Industry SolutionsGenerative AICost OptimizationInnovation & Transformation300 – AdvancedAcademic / ResearcherData ScientistDeveloper / EngineerCaesars ForumAWS Inferentia1:00 p.m. Wednesday, Dec 04Wednesday, Dec 04Large language models (LLMs) show remarkable impact in a wide range of applications, but they pose significant cost and deployment challenges at scale. In this workshop, explore best practices for efficient LLM deployment using AWS Inferentia2-based Amazon EC2 Inf2 instances to maximize performance and lower costs. Learn review techniques like continuous batching, paged attention, flash attention, and others, and walk through serving libraries such as Hugging Face TGI and vLLM. You must bring your laptop to participate.
, Principal Solutions Architect, Amazon
, Sr. AI ML Architect - Annapurna ML, Amazon Web Services
- Wednesday, Dec 41:00 PM - 3:00 PM PSTCaesars Forum | Level 1 | Summit 216
- WorkshopAI/MLComputeCross-Industry SolutionsGenerative AICost OptimizationInnovation & Transformation300 – AdvancedAcademic / ResearcherData ScientistDeveloper / EngineerMGM GrandAWS InferentiaThursday, Dec 0512:00 p.m. Thursday, Dec 05Large language models (LLMs) show remarkable impact in a wide range of applications, but they pose significant cost and deployment challenges at scale. In this workshop, explore best practices for efficient LLM deployment using AWS Inferentia2-based Amazon EC2 Inf2 instances to maximize performance and lower costs. Learn review techniques like continuous batching, paged attention, flash attention, and others, and walk through serving libraries such as Hugging Face TGI and vLLM. You must bring your laptop to participate.
, Principal Solutions Architect, Amazon
, Sr. AI ML Architect - Annapurna ML, Amazon Web Services
- Thursday, Dec 512:00 PM - 2:00 PM PSTMGM Grand | Level 3 | Premier 315
- Builders' sessionAI/MLComputeCross-Industry SolutionsGenerative AICost OptimizationInnovation & Transformation300 – AdvancedAcademic / ResearcherData ScientistDeveloper / EngineerMGM GrandAmazon Elastic Compute Cloud (Amazon EC2)Amazon SageMakerAWS TrainiumTuesday, Dec 032:00 p.m. Tuesday, Dec 03Large language models (LLMs) are pretrained on vast amounts of data and perform well across a variety of general-purpose tasks and benchmarks without further specialized training. In practice, however, it is common to improve the performance of a pretrained LLM by fine-tuning the model using a smaller task-specific or domain-specific dataset. In this builders’ session, learn how to use Amazon SageMaker to fine-tune a pretrained Hugging Face LLM using AWS Trainium, and then leverage the fine-tuned model for inference. You must bring your laptop to participate.
, Senior ML Specialist SA, AWS
, Sr. Solutions Architect, AWS Japan
, Sr. Solutions Architect, AWS
, Inferentia Expert, AWS
, Principal SA, Annapurna ML, AWS
- Tuesday, Dec 32:30 PM - 3:30 PM PSTMGM Grand | Level 3 | 350
- Builders' sessionAI/MLComputeCross-Industry SolutionsGenerative AICost OptimizationInnovation & Transformation300 – AdvancedAcademic / ResearcherData ScientistDeveloper / EngineerMGM GrandAmazon Elastic Compute Cloud (Amazon EC2)Amazon SageMakerAWS TrainiumTuesday, Dec 034:00 p.m. Tuesday, Dec 03Large language models (LLMs) are pretrained on vast amounts of data and perform well across a variety of general-purpose tasks and benchmarks without further specialized training. In practice, however, it is common to improve the performance of a pretrained LLM by fine-tuning the model using a smaller task-specific or domain-specific dataset. In this builders’ session, learn how to use Amazon SageMaker to fine-tune a pretrained Hugging Face LLM using AWS Trainium, and then leverage the fine-tuned model for inference. You must bring your laptop to participate.
, Senior ML Specialist SA, AWS
, Sr. Solutions Architect, AWS Japan
, Sr. Solutions Architect, AWS
, Inferentia Expert, AWS
, Principal SA, Annapurna ML, AWS
- Tuesday, Dec 34:00 PM - 5:00 PM PSTMGM Grand | Level 3 | 350
- Builders' sessionAI/MLComputeCross-Industry SolutionsGenerative AICost OptimizationInnovation & Transformation300 – AdvancedAcademic / ResearcherData ScientistDeveloper / EngineerMGM GrandAmazon Elastic Compute Cloud (Amazon EC2)Amazon SageMakerAWS TrainiumTuesday, Dec 0311:00 a.m. Tuesday, Dec 03Large language models (LLMs) are pretrained on vast amounts of data and perform well across a variety of general-purpose tasks and benchmarks without further specialized training. In practice, however, it is common to improve the performance of a pretrained LLM by fine-tuning the model using a smaller task-specific or domain-specific dataset. In this builders’ session, learn how to use Amazon SageMaker to fine-tune a pretrained Hugging Face LLM using AWS Trainium, and then leverage the fine-tuned model for inference. You must bring your laptop to participate.
, Senior ML Specialist SA, AWS
, Sr. Solutions Architect, AWS Japan
, Sr. Solutions Architect, AWS
, Inferentia Expert, AWS
, Principal SA, Annapurna ML, AWS
- Tuesday, Dec 311:30 AM - 12:30 PM PSTMGM Grand | Level 1 | Terrace 151
- Builders' sessionAI/MLComputeCross-Industry SolutionsGenerative AICost OptimizationInnovation & Transformation300 – AdvancedAcademic / ResearcherData ScientistDeveloper / EngineerCaesars ForumAmazon Elastic Compute Cloud (Amazon EC2)Amazon SageMakerAWS InferentiaFriday, Dec 0610:00 a.m. Friday, Dec 06While large language models (LLMs) offer versatility, smaller language models (SLMs) provide resource efficiency, speed, and simplicity. This builders’ session explores task simplification and decomposition techniques to harness multiple specialized SLMs, surpassing a single large model’s accuracy at a fraction of the cost. Learn how to build a generative AI application by deploying SLMs from Amazon SageMaker JumpStart on AWS Inferentia. Understand model trade-offs and a mental model for selecting the right approach. Leave with a deep understanding of designing generative AI applications by orchestrating SLMs through agentic workflows for cost savings, accuracy, and performance. You must bring your laptop to participate.
, Telco Specialist SA - AI/ML, AWS
, Sr. AI ML Architect - Annapurna ML, Amazon Web Services
, Solutions Architect, AWS
, Principal Solutions Architect, Amazon Web Services
, Principal AI/ML Specialist SA, Amazon Web Services
- Friday, Dec 610:00 AM - 11:00 AM PSTCaesars Forum | Level 1 | Alliance 315
- Builders' sessionAI/MLComputeCross-Industry SolutionsGenerative AICost OptimizationInnovation & Transformation300 – AdvancedAcademic / ResearcherData ScientistDeveloper / EngineerCaesars ForumAmazon Elastic Compute Cloud (Amazon EC2)Amazon SageMakerAWS InferentiaTuesday, Dec 033:00 p.m. Tuesday, Dec 03While large language models (LLMs) offer versatility, smaller language models (SLMs) provide resource efficiency, speed, and simplicity. This builders’ session explores task simplification and decomposition techniques to harness multiple specialized SLMs, surpassing a single large model’s accuracy at a fraction of the cost. Learn how to build a generative AI application by deploying SLMs from Amazon SageMaker JumpStart on AWS Inferentia. Understand model trade-offs and a mental model for selecting the right approach. Leave with a deep understanding of designing generative AI applications by orchestrating SLMs through agentic workflows for cost savings, accuracy, and performance. You must bring your laptop to participate.
, Telco Specialist SA - AI/ML, AWS
, Sr. AI ML Architect - Annapurna ML, Amazon Web Services
, Solutions Architect, AWS
, Principal Solutions Architect, Amazon Web Services
, Principal AI/ML Specialist SA, Amazon Web Services
- Tuesday, Dec 33:00 PM - 4:00 PM PSTCaesars Forum | Level 1 | Summit 232 | Content Hub | Builder's 2
- Builders' sessionAI/MLComputeCross-Industry SolutionsGenerative AICost OptimizationInnovation & Transformation300 – AdvancedAcademic / ResearcherData ScientistDeveloper / EngineerCaesars ForumAmazon Elastic Compute Cloud (Amazon EC2)Amazon SageMakerAWS Inferentia8:00 a.m. Wednesday, Dec 04Wednesday, Dec 04While large language models (LLMs) offer versatility, smaller language models (SLMs) provide resource efficiency, speed, and simplicity. This builders’ session explores task simplification and decomposition techniques to harness multiple specialized SLMs, surpassing a single large model’s accuracy at a fraction of the cost. Learn how to build a generative AI application by deploying SLMs from Amazon SageMaker JumpStart on AWS Inferentia. Understand model trade-offs and a mental model for selecting the right approach. Leave with a deep understanding of designing generative AI applications by orchestrating SLMs through agentic workflows for cost savings, accuracy, and performance. You must bring your laptop to participate.
, Telco Specialist SA - AI/ML, AWS
, Sr. AI ML Architect - Annapurna ML, Amazon Web Services
, Solutions Architect, AWS
, Principal Solutions Architect, Amazon Web Services
, Principal AI/ML Specialist SA, Amazon Web Services
- Wednesday, Dec 48:30 AM - 9:30 AM PSTCaesars Forum | Level 1 | Summit 232 | Content Hub | Builder's 1
- Chalk talkComputeServerless Compute & ContainersCross-Industry SolutionsSustainabilityCost Optimization300 – AdvancedDeveloper / EngineerIT ExecutiveIT Professional / Technical ManagerMandalay BayAmazon Elastic Container Service (Amazon ECS)Amazon EC2 - GravitonAmazon EC2 Spot9:00 a.m. Wednesday, Dec 04Wednesday, Dec 04Containers offer scalability and flexibility, enabling seamless deployment, management, and scaling of applications in any environment. Using containers on AWS can help you improve your efficiency and achieve your price performance goals. In this chalk talk, explore how you can take advantage of solutions such as AWS Graviton–based instances and Amazon EC2 Spot Instances to boost the efficiency of your workloads. Learn how to build, test, and deploy containers using a multi-architecture approach that gives you the flexibility to deploy virtually anywhere on AWS with Amazon ECS, Amazon EKS, and AWS Fargate.
, Sr Specialist Solution Architect, Amazon Web Services
, WW SA Lead Efficient Compute, AWS
- Wednesday, Dec 49:00 AM - 10:00 AM PSTMandalay Bay | Level 3 South | South Seas D
- Chalk talkComputeServerless Compute & ContainersCross-Industry SolutionsSustainabilityCost Optimization300 – AdvancedDeveloper / EngineerIT ExecutiveIT Professional / Technical ManagerMandalay BayAmazon Elastic Container Service (Amazon ECS)Amazon EC2 - GravitonAmazon EC2 Spot12:00 p.m. Monday, Dec 02Monday, Dec 02Containers offer scalability and flexibility, enabling seamless deployment, management, and scaling of applications in any environment. Using containers on AWS can help you improve your efficiency and achieve your price performance goals. In this chalk talk, explore how you can take advantage of solutions such as AWS Graviton–based instances and Amazon EC2 Spot Instances to boost the efficiency of your workloads. Learn how to build, test, and deploy containers using a multi-architecture approach that gives you the flexibility to deploy virtually anywhere on AWS with Amazon ECS, Amazon EKS, and AWS Fargate.
, Sr Specialist Solution Architect, Amazon Web Services
, WW SA Lead Efficient Compute, AWS
- Monday, Dec 212:00 PM - 1:00 PM PSTMandalay Bay | Level 3 South | South Seas D
- WorkshopComputeCross-Industry SolutionsSoftware and InternetSustainabilityCost Optimization300 – AdvancedDeveloper / EngineerIT Professional / Technical ManagerSolution / Systems ArchitectVenetianAmazon Elastic Compute Cloud (Amazon EC2)Amazon EC2 SpotTuesday, Dec 0312:00 p.m. Tuesday, Dec 03Amazon EC2 Spot Instances use spare Amazon EC2 capacity available to you at steep discounts compared to on-demand prices. In this workshop, learn about the APIs and commands used to create Spot Instances. Create an Amazon EC2 launch template and use the template to launch Amazon EC2 Spot Instances with Amazon EC2 Auto Scaling groups, Amazon EC2 Spot Fleet, EC2 Fleet, and the EC2 RunInstances API. Discover how to use Spot features such as Spot placement scores and tools such as attribute-based instance selection and AWS Fault Injection Service to maximize your savings. You must bring your laptop to participate.
, Sr. EC2 Spot Specialist SA, Amazon Web Services India Pvt Ltd
, Efficient Compute Specialist, Amazon
- Tuesday, Dec 312:30 PM - 2:30 PM PSTVenetian | Level 3 | Lido 3006
- WorkshopComputeCross-Industry SolutionsSoftware and InternetSustainabilityCost Optimization300 – AdvancedDeveloper / EngineerIT Professional / Technical ManagerSolution / Systems ArchitectMandalay BayAmazon Elastic Compute Cloud (Amazon EC2)Amazon EC2 Spot8:00 a.m. Wednesday, Dec 04Wednesday, Dec 04Amazon EC2 Spot Instances use spare Amazon EC2 capacity available to you at steep discounts compared to on-demand prices. In this workshop, learn about the APIs and commands used to create Spot Instances. Create an Amazon EC2 launch template and use the template to launch Amazon EC2 Spot Instances with Amazon EC2 Auto Scaling groups, Amazon EC2 Spot Fleet, EC2 Fleet, and the EC2 RunInstances API. Discover how to use Spot features such as Spot placement scores and tools such as attribute-based instance selection and AWS Fault Injection Service to maximize your savings. You must bring your laptop to participate.
, Sr. EC2 Spot Specialist SA, Amazon Web Services India Pvt Ltd
, Efficient Compute Specialist, Amazon
- Wednesday, Dec 48:30 AM - 10:30 AM PSTMandalay Bay | Level 2 South | Lagoon F