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What is a Workload? | IBM

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IT infrastructurecloud computingvirtualizationhybrid cloudmulticloudAPIsAI-basedIBM Cloud®IBM Privacy Statementdata warehousingGo to episodesoftware-as-a-service containerizedmicroservices-based serverless computingdata centersprivate cloudsReport Workload Optimization ROI: 247% Return with Automated Management This Forrester study reveals how organizations achieve 35% cloud cost savings and 75% fewer performance issues through automated workload optimization. See the proven business impact of intelligent workload management across hybrid environments. Download the reportMaster class Multicloud Workload Mastery: Deep Dive Technical Session Master workload management across AWS, Azure, Google Cloud, and Kubernetes environments. This technical deep dive reveals automation strategies for optimizing workload placement, performance, and costs in complex multicloud infrastructures. Watch on demandReport GPU Workload Optimization: Managing AI and Graphics-Intensive Applications AI and ML workloads demand specialized resource management for expensive GPU infrastructure. Learn how to optimize GPU workload allocation, prevent performance bottlenecks, and maximize efficiency across AI applications. Download the reportReport AI-Powered IT Operations: Strategic Guide to Automated Workload Management Transform your IT operations from reactive to proactive with AI-powered automation. This executive guide reveals how to reposition IT teams as strategic collaborators while implementing automation that optimizes workload performance and resource allocation. Read the reportReport How Enterprises Are Putting AI to Work Get inspired by real-world AI adoption across industries. Includes use cases relevant to infrastructure teams seeking to integrate AI with systems like mainframes. Read the reporteBook What High-Performing AI Teams Do Differently Learn how top companies generate value from AI by focusing on governance, scale, and integration across core systems. Read the eBookReport Top Strategic Technology Trends for 2025: Agentic AI Download this Gartner research to learn the potential opportunities and risks of agentic AI for IT leaders and learn how to prepare for this next wave of AI innovation. Read the reporteBook Maximize the value of hybrid cloud in the generative AI era Download this eBook and learn how to empower your organization through a new type of innovation — hybrid cloud with generative AI. Read the eBookExplore TurbonomicExplore infrastructure solutionsExplore infrastructure servicesExplore IBM TurbonomicBook a live demo

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