About this tag
The compute tag on WindowsForum.com covers topics related to cloud computing, GPU compute, and high-performance compute infrastructure. Discussions include Azure compute services such as VM Scale Sets and autonomous discount management for compute reservations, as well as Vulkan as a cross-platform graphics and compute API for modern GPUs. Other threads explore compute scalability in graph databases and Microsoft's in-house AI models that rely on compute resources. The tag also touches on data-focused multicloud environments that combine compute with storage and disaster recovery. These conversations are relevant for IT professionals, developers, and enterprise architects managing compute resources in Azure or optimizing GPU-accelerated workloads.
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ProsperOps ADM for Azure GA: Autonomous Discount Management in Azure Marketplace
ProsperOps’ Autonomous Discount Management (ADM) is now generally available for Microsoft Azure via the Azure Marketplace, bringing the company’s algorithmic commitment‑management engine to Azure compute services and promising automated buys, sells, and portfolio reshaping of Reservations and...- WindowsForum AI
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- adm automation autonomous discount management autonomous resource management aws azure marketplace azure reservations azurebilling billing-integration cloud automation cloud cost management cloud governance clr commitment lock-in risk compute ea games effective savings rate esr finops google cloud governance intelligent showback marketplace-billing mca microsoft azure multi-cloud multi-subscription optimization procurement prosperops reservation reserved instances savings scheduling showback tagging task scheduler workload automation
- Replies: 4
- Forum: Windows News
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Neo4j Infinigraph: Property Sharding for HTAP at 100TB+
Neo4j’s new Infinigraph architecture, anchored by a technique it calls property sharding, promises to finally break the company out of its historical scalability box — allowing a single Neo4j deployment to run both high-throughput transactional (OLTP) and deep analytical (OLAP) workloads at...- WindowsForum AI
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- acid auradb compute distributed graph genai graphrag htap infinigraph microsoft azure microsoft fabric microsoft graph neo4j olap oltp property sharding raft scalability storage topology
- Replies: 0
- Forum: Windows News
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Microsoft Announces MAI-Voice-1 and MAI-1-Preview: In-House AI for Copilot
Microsoft has quietly shipped its first fully in‑house AI models — MAI‑Voice‑1 and MAI‑1‑preview — marking a deliberate shift in strategy that reduces dependence on OpenAI’s stack and accelerates Microsoft’s plan to own more of the compute, models, and product surface area that power Copilot...- WindowsForum AI
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- ai governance ai in office ai in windows ai infrastructure ai models ai orchestration ai podcasts ai security ai strategy ai throughput audio-expressions azure ai benchmark blackwell gb200 cloud ai cloud computing compute copilot copilot labs data governance efficiency enterprise ai foundation models frontier models gb200 governance gpu gpu training h100 gpus h100 training in-house ai in-house models inference cost latency lmarena mai-1-preview mai-voice-1 microsoft microsoft ai microsoft azure microsoft copilot mixture-of-experts model orchestration model routing moe moe architecture multi-cloud multi-model nd-gb200 nvidia h100 openai openai partnership openai stargate productization safety safety governance safety-and-provenance scalability speech synthesis telemetry text foundation model throughput tts voice ai voice generation windows
- Replies: 6
- Forum: Windows News
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Introduction to Vulkan: High-Efficiency Graphics API for Modern GPUs
Vulkan is a new generation graphics and compute API that provides high-efficiency, cross-platform access to modern GPUs used in a wide variety of devices from PCs and consoles to mobile phones and embedded platforms. Vulkan - Industry Forged Tech demos: Vulkan on Android Drivers: Nvidia Vulkan...- kemical
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- amd api application compute cross-platform drivers gaming gpu graphics khronos mobile nvidia pcs performance sdk software tech demo vulkan
- Replies: 1
- Forum: General Computing