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2025年里ai coding有一波非常大的能力增长，随着模型能力/agent工具/IDE整个上下游能力的变化，我的使用策略也在不断调整，所以写一篇blog记录下今年我的工具箱变化。
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various existing acceleration techniques for erasure coding, including recent academic work and popular open-source libraries.
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Disaggregated Memory is currently a hot topic in systems research, and distributed large-capacity memory clearly requires system-level reliability strategies.
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About offloading erasure coding to NICs.
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About offloading memory data movement to DMA or DSA engines.
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Prefetch to hide memory access latency (CPU stall) What to prefetch When to prefetch Where to place the prefetched data Some ref: Prefetching、Interleaving 和 数据库 In-Memory DBMS 『Peloton』技术简述 使用协程提高流水线利用率 howardlau https://stackoverflow.com/questions/722439…
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In this article, we will list several papers on local NVM/PM fault tolerance. note: the fault tolerance in some paper may indicate crash consistency, but here we mainly focus on device failures. fault tolerance across networks is not in the scope here.
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QoS (LB) on persistent memory systems to avoid interference.
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Problem Due to RDMA NIC implementation, RNIC doesn't have remote persistent flush primitives.
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LogECMem uses a hybrid method of in-place update and Parity logging (PL) for parity updates. motivation old update policies: direct reconstruction: read all non-updated data, and compute the new parity with old parities.