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•We design and implement GMLake, a novel memory allocator that effectively reduces memory fragmen- The ASPLOS 2025 and EuroSys 2025 organizers are pleased to announce The ASPLOS 2025 / EuroSys 2025 Contest Track: a challenging, multi-month competition focused on advancing the state-of-the-art in multidisciplinary computer systems research.The high-level goals of this track are threefold: Bridge academia and industry by providing a platform for students and faculty to tackle challenging real.
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[2024.07] We release vTensor, our LLM serving and KV Cache management system using VMM technique GMLake can reduce an average of 9.2 GB (up to 25 GB) GPU memory usage and 15% (up to 33% ) fragmentation among eight LLM models on GPU A100 with 80 GB memory •We design and implement GMLake, a novel memory allocator that effectively reduces memory fragmen-
Itinerario Bsn 2025 Lexus Megan Butler. ASPLOS '24, April 27-May 1, 2024, La Jolla, CA, USA reduction techniques such as recomputation, offload-ing, distributed training, and low-rank adaptation GMLake When there is no contineous free buffer to satisfy allocation requests, GMLake will return a complete buffer to users by combining multiple memory fragementation
London Raves 2024 Lexus Jania Lisetta. GMLake: Efficient and Transparent GPU Memory Defragmentation The ASPLOS 2025 and EuroSys 2025 organizers are pleased to announce The ASPLOS 2025 / EuroSys 2025 Contest Track: a challenging, multi-month competition focused on advancing the state-of-the-art in multidisciplinary computer systems research.The high-level goals of this track are threefold: Bridge academia and industry by providing a platform for students and faculty to tackle challenging real.