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결과 목록

• Lesson:technical review compressed memory swap for qos of virtualized embedded systems 1bbb61cb  + (QoS 우선순위가 다른 VM 사이에서 reclaim 대상을 선택하고, kill 대신 압축을 degradation 단계로 사용할 수 있다.)
• Lesson:compressed memory swap for qos of virtualized embedded systems 8e897f83  + (QoS 우선순위가 다른 VM 사이에서 reclaim 대상을 선택하고, kill 대신 압축을 degradation 단계로 사용할 수 있다.)
• Lesson:technical review smartlmk a memory reclamation scheme for improving user perceived app launch ti e990e433  + (Reclamation victim은 recency 하나가 아니라 재실행 비용, 사용 확률, 회수량, 앞으로 필요한 메모리를 함께 보아야 한다.)
• Lesson:smartlmk a memory reclamation scheme for improving user perceived app launch time d60522c6  + (Reclamation victim은 recency 하나가 아니라 재실행 비용, 사용 확률, 회수량, 앞으로 필요한 메모리를 함께 보아야 한다.)
• Lesson:disaggregated raid storage in modern datacenters 4eb679fe  + (Redesign recovery and parity flows around disaggregated peer bandwidth, not a centralized legacy abstraction.)
• Lesson:scalecache a scalable page cache for multiple solid state drives 60b5c227  + (Remove coordination bottlenecks from both the foreground index and background drain path.)
• Lesson:pacar improved buffered i o locality on numa systems with page cache replication adc0c538  + (Replicate shared read-heavy kernel data at NUMA boundaries and make ownership transitions explicit.)
• Lesson:deltazip efficient serving of multiple full model tuned llms 8420449f  + (Represent related model variants as compact executable deltas, not independent checkpoints.)
• Lesson:fast trapless kernel probes everywhere 781e739b  + (Reserve cheap patch points during build time for production-safe dynamic instrumentation.)
• Lesson:we ain t afraid of no file fragmentation causes and prevention of its performance impact on mode 9a366dfb  + (SSD 단편화는 요청 개수 대신 내부 자원 충돌 관점에서 진단하라.)
• Lesson:lithos an operating system for efficient machine learning on gpus 76d95512  + (Schedule accelerators at their native execution unit and jointly manage latency, throughput, and power.)
• Lesson:papi exploiting dynamic parallelism in large language model decoding with a processing in memory 5f9f53cc  + (Schedule by measured bottleneck class instead of pinning whole models to one device type.)
• Lesson:fast flexible and practical kernel extensions 9eb8897f  + (Scope verification to shared critical resources and enforce private-state safety with cheaper runtime controls.)
• Lesson:rl watchdog a fast and predictable ssd liveness watchdog on storage systems a9a43b61  + (Separate a cheap health signal from adaptive failure policy and connect it to rapid recovery.)
• Lesson:agile lightweight and efficient asynchronous gpu ssd integration e7527db8  + (Separate submission from completion and dedicate device-local progress so application warps never hold blocking resources.)
• Lesson:bind only vllm rpc sockets to a short private path 4bf9d75f  + (Set VLLM_RPC_BASE_PATH explicitly to a sho … Set VLLM_RPC_BASE_PATH explicitly to a short owner-only directory and leave TMPDIR/JIT caches on their intended executable private mount. Budget the complete encoded socket path, record the controlled environment semantically, and terminate/verify the full process group before deleting the RPC directory.s group before deleting the RPC directory.)
• Lesson:rfuse modernizing userspace filesystem framework through scalable kernel userspace communication b3196db3  + (Shard cross-boundary queues by core and preserve compatibility above the transport layer.)
• Lesson:pivot-b200-20260717-launch-lock-a01  + (Source-bound experiment lock directories inside the repository must be explicitly ignored; otherwise a post-lock clean-tree check is guaranteed to fail on its own owner metadata.)
• Lesson:legoos a disseminated distributed os for hardware resource disaggregation d71e3e68  + (Split kernel services along hardware ownership boundaries while preserving a familiar application abstraction.)
• Lesson:taming throughput latency tradeoff in llm inference with sarathi serve cf395778  + (Split long, bursty stages into schedulable chunks and co-batch them with steady-state work.)
• Lesson:mitigating resource usage dependency in sorting based kv stores on hybrid storage devices via op 31cbb8ad  + (Split metadata evolution from immutable payload placement when their update lifecycles differ.)
• Lesson:extmem enabling application aware virtual memory management for data intensive applications 8a6dc0e4  + (Standardize the extension boundary before optimizing individual policies.)
• Lesson:not a dpu in name only unleashing rdma capable dpus in multi tenant serverless clouds with nadin 7031318c  + (Terminate ingress near RDMA and preserve zero-copy semantics across tenancy boundaries.)
• Lesson:chrono meticulous hotness measurement and flexible page migration for memory tiering 840ae980  + (Timer-derived idle intervals decouple useful hotness resolution from aggressive sampling; distribution-aware tuning makes migration responsive while limiting churn.)
• Lesson:m5 mastering page migration and memory management for cxl based tiered memory systems 4e752168  + (Track activity at both allocation and transfer granularity when hotness is spatially sparse.)

• Lesson:hotrap hot record retention and promotion for lsm trees with tiered storage 849aa350  + (Track and move the smallest independently valuable hot unit.)

• Lesson:nomad non exclusive memory tiering via transactional page migration 3990fa86  + (Trade modest capacity for a recoverable shadow when it removes expensive synchronous movement.)
• Lesson:technical review a fully associative tagless dram cache 8377cc32  + (Translation과 cache-location lookup을 하나의 mapping으로 통합하면 tag lookup과 tag storage를 함께 제거할 수 있다.)
• Lesson:a fully associative tagless dram cache f6383680  + (Translation과 cache-location lookup을 하나의 mapping으로 통합하면 tag lookup과 tag storage를 함께 제거할 수 있다.)
• Lesson:unimem redesigning disaggregated memory within a unified local remote memory hierarchy 4e1d18c6  + (Treat cache placement, translation, and migration as one hierarchy-wide policy.)
• Lesson:shiftlock mitigate one sided rdma lock contention via handover a5d67e63  + (Under high contention, hand work directly to a known successor instead of reopening global competition.)
• Lesson:unicom a universally high performant i o completion mechanism for modern computer systems 9172fe3e  + (Unify completion modes behind load-aware scheduling and preserve per-request identity.)
• Lesson:utopia fast and efficient address translation via hybrid restrictive flexible virtual to physica 796873cf  + (Use a fast constrained path for suitable objects and retain a flexible escape path.)
• Lesson:pivot-b200-20260717-venv-launcher-identity-a01  + (Use an absolute but non-resolved <venv>/bin/python path for subprocess launch. Never resolve the launcher symlink; test sys.prefix or a real CLI guard under the exact safe-path/PYTHONPATH environment before GPU work.)
• Lesson:avoiding read stalls on flash storage 34c6809a  + (Use bounded staging to decouple latency-critical allocation from slow durable writeback.)
• Lesson:corobase coroutine oriented main memory database engine c4a28018  + (Use coroutines to interleave independent requests around predictable long-latency accesses.)
• Lesson:kvaccel a novel write accelerator for lsm tree based kv stores with host ssd collaboration 968f5966  + (Use device interfaces according to data lifetime and write-path urgency, with an explicit reconciliation protocol.)
• Lesson:telescope telemetry for gargantuan memory footprint applications 6a766ffb  + (Use hierarchy to prune monitoring work at extreme scale.)
• Lesson:faasmem improving memory efficiency of serverless computing with memory pool architecture b6ab9eec  + (Use object-lifecycle phases to segment and tier state instead of treating all pages alike.)
• Lesson:cacheblend fast large language model serving for rag with cached knowledge fusion 056a5f5e  + (Use selective correction between exact recomputation and unsafe cache reuse.)
• Lesson:technical review virtual asymmetric multiprocessor for interactive performance of consolidated d 70c3d6f5  + (VM 단위 우선순위만으로는 intra-VM QoS를 보장하기 어렵고, 작업 의미를 추론해 vCPU share와 guest 배치를 함께 조정해야 한다.)
• Lesson:virtual asymmetric multiprocessor for interactive performance of consolidated desktops ec394686  + (VM 단위 우선순위만으로는 intra-VM QoS를 보장하기 어렵고, 작업 의미를 추론해 vCPU share와 guest 배치를 함께 조정해야 한다.)
• Lesson:technical review transparently bridging semantic gap in cpu management for virtualized environme ddf55f9b  + (VMM이 guest를 수정하지 않더라도 hardware/event timing에서 최소 의미를 추론하면 resource scheduling을 workload-aware하게 만들 수 있다.)
• Lesson:transparently bridging semantic gap in cpu management for virtualized environments 2485a772  + (VMM이 guest를 수정하지 않더라도 hardware/event timing에서 최소 의미를 추론하면 resource scheduling을 workload-aware하게 만들 수 있다.)
• Lesson:vfpio a virtual i o abstraction for fpga accelerated i o devices dcc63d73  + (Virtualize heterogeneous I/O around a shared scheduling abstraction, not device-specific queues.)
• Lesson:impress an importance informed multi tier prefix kv storage system for large language model infe 51b47015  + (When cached state is too large to reload, rank units by output importance and tier them accordingly.)
• Lesson:specinfer accelerating generative large language model serving with tree based speculative infer e609aa25  + (When cheap predictors are uncertain, aggregate diverse candidates and verify them in one expensive parallel pass.)
• Lesson:technical review an adaptive zone grouping scheme enabling general purpose file systems on zns s 21d78705  + (ZNS의 물리 zone을 논리 그룹으로 추상화하되 그룹 크기를 고정 상수로 두지 말고 현재 병렬성과 reclaim 요구에 맞춰야 한다.)
• Lesson:an adaptive zone grouping scheme enabling general purpose file systems on zns ssds c91eb86f  + (ZNS의 물리 zone을 논리 그룹으로 추상화하되 그룹 크기를 고정 상수로 두지 말고 현재 병렬성과 reclaim 요구에 맞춰야 한다.)
• Lesson:research autopilot 20260723t090001z-gpu  + (algebraic-ml-compiler: Do not repeat this experiment without a changed hypothesis; reuse the measured scientific verdict and device-specific bounds.)
• Lesson:research autopilot 20260723t030001z  + (alpha-factory: A diversification finding t … alpha-factory: A diversification finding that depends on one lineage escaping a fitness/decorrelation admission cap can be entirely universe-specific: verify transfer by regenerating the frozen protocol on a separate universe and inspecting the admission trace (carrying-sleeve standalone fitness and runner-up correlation to the elite) BEFORE spending any sealed hidden-test access. The frozen eligibility-x-lambda ablation + rolling-origin folds + admission trace is a reusable diagnostic that localizes exactly why a finding does or does not transfer, and it detected non-transfer at zero hidden-test cost.ted non-transfer at zero hidden-test cost.)