Mar 5, 2022 · Cloud Native

How Fluid Accelerates Cloud‑Native Deep Learning Training

Fluid, an open‑source CNCF project co‑developed by Alibaba Cloud and Nanjing University, introduces a dataset abstraction and elastic caching architecture that automatically optimizes I/O for cloud‑native deep‑learning training jobs, and its research was accepted as a full paper at the prestigious ICDE 2022 conference.

Cloud NativeData AccelerationDeep Learning

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How Fluid Accelerates Cloud‑Native Deep Learning Training

Tencent Database Technology

Jan 28, 2021 · Databases

Tencent Cloud Database Kernel Research Accepted at SIGMOD and ICDE: Spitfire Buffer Manager and TLBtree Index

Tencent Cloud's native database team announced two breakthrough research papers—Spitfire, a three‑tier buffer manager for DRAM and NVM, and TLBtree, a read/write‑optimized tree index for non‑volatile memory—both accepted at top‑tier conferences SIGMOD and ICDE, highlighting novel memory‑aware storage techniques and collaborative achievements with leading universities.

ICDENon-volatile MemorySIGMOD

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Tencent Cloud Database Kernel Research Accepted at SIGMOD and ICDE: Spitfire Buffer Manager and TLBtree Index