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Viacheslav Dubeyko

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ML applications in Linux kernelLinux Plumbers Conference 20252025-12-11
Argues for a lightweight ML infrastructure that links kernel subsystems to user space via sysfs + eBPF bridge and netlink so models train off‑host and deliver…
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Can File Systems Survive in Data-centric World?Open Source Summit North America 20252025-06-23
File systems introduce measurable overhead as byte‑addressable persistent memory, kernel bypass and hardware accelerators converge; the question is whether to…
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SSDFS: ZNS SSD ready file system with zero GC overheadLinux Plumbers Conference 20222022-09-12
Claims a ZNS-aware SSDFS that achieves zero GC overhead by organizing storage into segments with per-segment mapping tables and bitmaped compaction…
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SSDFS: Flash-friendly File System with Highly Minimized GC Activity, Diff-on-write, & DeduplicationEmbedded Linux Conference @ Open Source Summit North America 20222022-06-21
Segment-based layout implements diff-on-write updates, inline deduplication and compression, and snapshot support; the prototype runs in Linux and targets…
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