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• Lesson:efficient memory deduplication for mobile smart devices fa9b72e9  + (DETAILED-CD-007 registry metadata.)

• Lesson:kvcache cache in the wild characterizing and optimizing kvcache cache at a large cloud provider 0b39b53c  + (DETAILED-CD-011 PDF §§3-5, pp.4-16 post-revision claim locator.)
• Lesson:kvcache cache in the wild characterizing and optimizing kvcache cache at a large cloud provider 0b39b53c  + (DETAILED-CD-011 PDF §§3-5, pp.4-16 pre-revision source locator.)
• Lesson:unicom a universally high performant i o completion mechanism for modern computer systems 9172fe3e  + (DETAILED-CD-012 PDF §§3-6 post-revision claim locator.)
• Lesson:unicom a universally high performant i o completion mechanism for modern computer systems 9172fe3e  + (DETAILED-CD-012 PDF §§3-6 pre-revision source locator.)
• Lesson:advocating for key value stores with workload pattern aware dynamic compaction 9489efc9  + (DETAILED-DOPA full text §4/Table 1/Figure 7 pre-revision source locator.)
• Lesson:advocating for key value stores with workload pattern aware dynamic compaction 9489efc9  + (DETAILED-DOPA full text §4/Table 1/Figure 7 post-revision claim locator.)
• Lesson:exploring the asynchrony of slow memory filesystem with easyio 0952deee  + (DETAILED-EasyIO official institutional summary paragraphs 2-4 post-revision claim locator.)
• Lesson:exploring the asynchrony of slow memory filesystem with easyio 0952deee  + (DETAILED-EasyIO official institutional summary paragraphs 2-4 pre-revision source locator.)
• Lesson:loom efficient capture and querying of high frequency telemetry bbcbd611  + (DETAILED-Loom SOSP 2025 abstract, §§1-5, evaluation pre-revision source locator.)
• Lesson:loom efficient capture and querying of high frequency telemetry bbcbd611  + (DETAILED-Loom SOSP 2025 abstract, §§1-5, evaluation post-revision claim locator.)
• Lesson:speed is all you need on device acceleration of large diffusion models via gpu aware optimizatio c53959fd  + (DETAILED-Speed CVPRW 2023 Table 1 and §§3-5 post-revision claim locator.)
• Lesson:speed is all you need on device acceleration of large diffusion models via gpu aware optimizatio c53959fd  + (DETAILED-Speed CVPRW 2023 Table 1 and §§3-5 pre-revision source locator.)
• Lesson:efficient hybrid polling for ultra low latency storage devices e753019a  + (No stored source object; manifest fetch failed: http_error: source HTTP 상태가 200이 아닙니다: 403)
• Lesson:technical review efficient hybrid polling for ultra low latency storage devices 545391d6  + (No stored source object; manifest fetch failed: http_error: source HTTP 상태가 200이 아닙니다: 403)
• Lesson:corobase coroutine oriented main memory database engine c4a28018  + (Official PVLDB PDF: first-page reference, abstract, design and evaluation sections.)
• Lesson:unicom a universally high performant i o completion mechanism for modern computer systems 9172fe3e  + (PDF abstract and §§3–5; pp. 10–14, §6 Evaluation.)
• Lesson:speed is all you need on device acceleration of large diffusion models via gpu aware optimizatio c53959fd  + (PDF p. 0 abstract/introduction; p. 3, Table 1 and §4.)
• Lesson:phasedrr read reclaim scheduling without page level access counting 69578f95  + (PDF pp. 5–9, §IV Experimental Evaluation, Table I and Figures 6–11; design §III.)
• Lesson:kvaccel a novel write accelerator for lsm tree based kv stores with host ssd collaboration 968f5966  + (PDF pp. 7–10, §VI Experimental Evaluation, Tables III–IV and Figures 10–15; design §§IV–V.)
• Lesson:d2fq device direct fair queueing for nvme ssds 36293af6  + (PDF pp. 8–12, §4 Evaluation, Figures 11–16; design §3.)
• Lesson:technical review d2fq device direct fair queueing for nvme ssds c60d73e1  + (PDF pp. 8–12, §4 Evaluation, Figures 11–16; design §3.)
• Lesson:chrono meticulous hotness measurement and flexible page migration for memory tiering 840ae980  + (PDF pp. 9–13, §5 Evaluation, Figures 10–14; design §§3–4.)
• Lesson:kvcache cache in the wild characterizing and optimizing kvcache cache at a large cloud provider 0b39b53c  + (PDF §§3–5, pp. 4–16: characterization, workload-aware eviction, and evaluation.)
• Lesson:shape adaptive attention negative 20260722  + (PORTFOLIO_EXPERIMENT.md metrics table; GPU_EVIDENCE.md matched fusion-by-policy section; results/l40s_cuda_graph_validation.json rows)
• Lesson:pivot-b200-20260717-portable-pipeline-hash-a01  + (Patch contains normalized-path hashing and regression definitions, but no separate executed test receipt is preserved.)
• Lesson:bind only vllm rpc sockets to a short private path 4bf9d75f  + (Patch implements the short private RPC path and regression tests, but no preserved execution log proves the stated 34/283 pass counts and live ZMQ bind.)
• Lesson:compare identical source envelopes at long run boundaries 5f58511d  + (Patch records the canonical-envelope fix and regression, but the failed a03 decision/artifacts named in O are not preserved in this source set.)
• Lesson:pivot-b200-20260717-native-extension-boundary-a01  + (Patch supports hashing logic, but the B200 symlink audit and failed-run receipt in O are absent.)
• Lesson:pivot-b200-20260717-immutable-runtime-a01  + (Patch supports implementation structure, but the 3,236-file/553,835,742-byte materialization and teardown run receipt is absent.)