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- Lesson:unicom a universally high performant i o completion mechanism for modern computer systems 9172fe3e + (Can one I/O completion mechanism perform well under both CPU-idle and CPU-saturated conditions?)
- Lesson:kvaccel a novel write accelerator for lsm tree based kv stores with host ssd collaboration 968f5966 + (Can one SSD support both block and key-value paths while accelerating LSM-tree writes without violating consistency?)
- Lesson:polymorphic error correction 25fcf9e1 + (Can one redundancy budget flexibly protect memory against different fault models while also providing strong integrity authentication?)
- Lesson:shiftlock mitigate one sided rdma lock contention via handover a5d67e63 + (Can one-sided RDMA locks avoid retry storms and server-NIC IOPS collapse under contention?)
- Lesson:nomad non exclusive memory tiering via transactional page migration 3990fa86 + (Can page promotion avoid blocking faults and destructive demotion under memory pressure?)
- Lesson:citadel rethinking memory allocation to safeguard against inter domain rowhammer exploits 8fd39aca + (Can physical memory allocation isolate security domains from cross-domain RowHammer without prohibitive capacity loss?)
- Lesson:pod attention unlocking full prefill decode overlap for faster llm inference caae5b3e + (Can prefill and decode attention execute concurrently on the same GPU SMs instead of interfering or running sequentially?)
- Lesson:ic cache efficient large language model serving via in context caching 4f05d8b7 + (Can prior question-answer results be reused as in-context examples to reduce expensive large-model serving?)
- Lesson:faasmem improving memory efficiency of serverless computing with memory pool architecture b6ab9eec + (Can serverless platforms reduce per-host reserved memory without hurting invocation latency?)
- Lesson:harvesting memory bound cpu stall cycles in software with msh 5866da08 + (Can software safely run useful work during memory-bound CPU stalls when SMT violates latency SLOs?)
- Lesson:specinfer accelerating generative large language model serving with tree based speculative infer e609aa25 + (Can speculative decoding exploit multiple draft continuations while exactly preserving the target LLM's output distribution?)
- Lesson:byteexpress a high performance and traffic efficient inline transfer of small payloads over nvme a7c01a49 + (Can sub-page NVMe payloads avoid separate DMA data transfers?)
- Lesson:m5 mastering page migration and memory management for cxl based tiered memory systems 4e752168 + (Can the CXL controller identify sparse hot data more precisely than CPU page migration?)
- Lesson:pet proactive demotion for efficient tiered memory management e2185da3 + (Can tiered memory allocate and promote data at a unit that better matches application locality than a page?)
- Lesson:bypassd enabling fast userspace access to shared ssds da9e5d79 + (Can unmodified applications access a shared SSD from userspace at near-SPDK latency while retaining protection and files?)
- Lesson:fleetio managing multi tenant cloud storage with multi agent reinforcement learning 714ca9fb + (Can virtualized SSDs dynamically harvest unused capacity/bandwidth while preserving each tenant's tail-latency SLO?)
- Lesson:managing memory tiers with cxl in virtualized environments 357c7cc7 + (Can virtualized clouds use CXL-attached memory without software-tiering overhead or application-oblivious hardware slowdowns?)
- Lesson:siloz leveraging dram isolation domains to prevent inter vm rowhammer 9d15762c + (DRAM 성능을 거의 희생하지 않고 VM 간 Rowhammer를 막을 수 있는가?)
- Lesson:optimizing file systems on heterogeneous memory by integrating dram cache with virtual memory ma aaa7aa17 + (DRAM과 느린 영속 메모리를 파일시스템·VM 통합으로 효율적으로 사용할 수 있는가?)
- Lesson:dwkv metric mismatch + (DW-KV가 aggregate objective에서는 이기면서 primary premium SLO miss에서는 진 이유는 무엇인가?)
- Lesson:dwkv score code contract + (DW-KV와 ablation policy의 실제 차이를 코드 수준에서 어떻게 보존했는가?)
- Lesson:technical review dram architecture for efficient data lifetime management 0f2dfdbe + (Deallocated DRAM page의 민감 데이터를 즉시 보호하면서 software zeroing의 bursty memory traffic을 피할 수 있는가?)
- Lesson:dram architecture for efficient data lifetime management f27c8820 + (Deallocated DRAM page의 민감 데이터를 즉시 보호하면서 software zeroing의 bursty memory traffic을 피할 수 있는가?)
- Lesson:technical review transparently exploiting device reserved memory for application performance in d2f8d46b + (Device용 contiguous reserved memory의 idle 부분을 일반 용도로 활용하면서 device가 필요할 때 빠르게 회수할 수 있는가?)
- Lesson:transparently exploiting device reserved memory for application performance in mobile systems 43e55454 + (Device용 contiguous reserved memory의 idle 부분을 일반 용도로 활용하면서 device가 필요할 때 빠르게 회수할 수 있는가?)
- Lesson:understanding and mitigating covert and side channel vulnerabilities introduced by rowhammer def 0e272653 + (Do RowHammer defenses themselves create exploitable timing channels?)
- Lesson:mitigating application resource overload with targeted task cancellation 90270bf8 + (During overload, which running tasks should be cancelled to preserve SLO attainment while minimizing request loss?)
- Lesson:calcspar a contract aware lsm store for cloud storage with low latency spikes accc7c9d + (EBS의 계약·지연 변동 속에서도 LSM 읽기 꼬리 지연을 제한할 수 있는가?)
- Lesson:paella low latency model serving with software defined gpu scheduling 47b175ce + (GPU 모델 서빙에서 블랙박스 하드웨어 스케줄링을 우회해 꼬리 지연을 줄일 수 있는가?)
- Lesson:stem streaming based fpga acceleration for large scale compactions in lsm kv d204166c + (How can FPGA compaction scale to large LSM runs without materializing oversized intermediate data?)
- Lesson:usher holistic interference avoidance for resource optimized ml inference 74231fc1 + (How can GPU inference services spatially multiplex models while meeting latency SLOs and avoiding cache/compute/memory interference?)
- Lesson:asynchrony and gpus bridging this dichotomy for i o with agio 6fab41bf + (How can GPU threads issue asynchronous SSD I/O and continue useful work without CPU orchestration?)
- Lesson:crossprefetch accelerating i o prefetching for modern storage 59296dd1 + (How can I/O prefetching exploit runtime semantics and remain effective for shared files and remote storage?)
- Lesson:taming throughput latency tradeoff in llm inference with sarathi serve cf395778 + (How can LLM serving raise throughput without prefill requests causing decode stalls and tail-latency violations?)
- Lesson:emt an os framework for new memory translation architectures 6d3356f6 + (How can Linux support emerging nontraditional address-translation structures without repeated invasive rewrites?)
- Lesson:scalio scaling up dpu based jbof key value store with nvme of target offload 8db39764 + (How can NVMe-oF storage targets scale across dense SSD enclosures without overloading host CPUs?)
- Lesson:chrono meticulous hotness measurement and flexible page migration for memory tiering 840ae980 + (How can OS memory tiering measure page hotness precisely at 4KB granularity and adapt promotion/demotion without rigid hand-tuned thresholds?)
- Lesson:scaleswap a scalable os swap system for all flash swap arrays 4041bd54 + (How can OS swap scale across many CPU cores and NVMe SSDs without shared metadata bottlenecks?)
- Lesson:pivot-b200-20260717-immutable-runtime-a01 + (How can a B200 generation collector use ignored precompiled vLLM payloads and external native symlinks without leaving mutable runtime dependencies?)
- Lesson:pivot-b200-20260717-zmq-ipc-path-a01 + (How can a GPU runner keep temporary files on an executable private mount without exceeding vLLM ZMQ IPC path limits?)
- Lesson:exploring the asynchrony of slow memory filesystem with easyio 0952deee + (How can a filesystem reduce CPU storage tax when persistent, CXL-attached, or other high-latency memory makes synchronous access expensive?)
- Lesson:fast on device llm inference with npus deecd917 + (How can a mobile NPU accelerate LLM prefill despite fixed graphs, shape constraints, and activation outliers?)
- Lesson:scale and flexibility in distribution of hot content a83ac58f + (How can a private cloud distribute large, hot objects at very high fanout while supporting diverse per-use-case policies?)
- Lesson:scalaafa constructing user space all flash array engine with holistic designs 396837bd + (How can a user-space all-flash-array engine scale while preserving permissions, parity efficiency, and metadata durability?)
- Lesson:utopia fast and efficient address translation via hybrid restrictive flexible virtual to physica 796873cf + (How can address translation approach direct mappings without giving up flexible virtual memory?)
- Lesson:silk preventing latency spikes in log structured merge key value stores 8576916f + (How can an LSM store prevent compaction from causing severe foreground tail-latency spikes?)
- Lesson:hotrap hot record retention and promotion for lsm trees with tiered storage 849aa350 + (How can an LSM store promote hot records without scanning or rewriting large sorted runs?)
- Lesson:machine validation receipts should be structurally unable to grant human acceptance 470a7c00 + (How can an experiment pipeline validate a portable scientific payload while preventing automation from silently promoting it into inventory or paper evidence?)
- Lesson:extending applications safely and efficiently 7a5f9f65 + (How can applications admit high-performance extensions while constraining their capabilities and resources?)
- Lesson:scalable billion point approximate nearest neighbor search using smartssds 3c4169e5 + (How can billion-point ANN search scale beyond host memory while using SmartSSD compute and bandwidth efficiently?)
- Lesson:rearchitecting buffered i o in the era of high bandwidth ssd 70b23de3 + (How can buffered writes exploit high-bandwidth SSDs without losing the usability and read benefits of the page cache?)