项目
Power Capping and Oversubscription is a collaboration between MSR, Azure Compute, CO+I, and AHSI to harvest stranded datacenter resources via smart performance-aware power capping and oversubscription.
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Function as a Service (FaaS) is a software paradigm that is becoming increasingly popular. Multiple cloud providers offer FaaS as the interface to usage-driven, stateless (serverless) backend services. FaaS offers an intuitive, event-based interface for developing cloud-based applications. In contrast…
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No public cloud can host large latency-sensitive services, such as search engines, in a way that is economic for those services today! Project LEAP (short for Lean, Efficient, And Predictable) addresses the research challenges in enabling cloud platforms to host…
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Resource Central is a general ML and prediction-serving system deployed in Azure Compute. It trains ML models offline and uses them to produce predictions online.
The Zissou project is exploring immersion cooling in large-scale cloud platforms. Our main motivation is that chip power has been steadily increasing since the end of Dennard scaling.
Making Azure’s big bet possible Recent innovations in generative large language models (LLMs) have made their applications and use-cases ubiquitous. This has led to large-scale deployments of these models, using complex, expensive, and power-hungry AI accelerators, most commonly GPUs. These…