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Lesson:byteexpress a high performance and traffic efficient inline transfer of small payloads over nvme a7c01a49 + (ByteExpress: A High-Performance and Traffic-Efficient Inline Transfer of Small Payloads over NVMe. HotStorage 2025.)
Lesson:cacheblend fast large language model serving for rag with cached knowledge fusion 056a5f5e + (CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion. EuroSys 2025.)
Lesson:calcspar a contract aware lsm store for cloud storage with low latency spikes accc7c9d + (Calcspar: A Contract-Aware LSM Store for Cloud Storage with Low Latency Spikes. USENIX ATC 2023.)
Lesson:characterizing mobile soc for accelerating heterogeneous llm inference 6b900bb7 + (Characterizing Mobile SoC for Accelerating Heterogeneous LLM Inference.)
Lesson:can zns ssds be better storage devices for persistent cache 3ff8980a + (Chongzhuo Yang et al., "Can ZNS SSDs be Better Storage Devices for Persistent Cache??", HotStorage 2024. Source: https://doi.org/10.1145/3655038.3665946 Verification basis: official_abstract. Canonical evidence ID: canonical-paper-v2-3ff8980a)
Lesson:chrono meticulous hotness measurement and flexible page migration for memory tiering 840ae980 + (Chrono: Meticulous Hotness Measurement and Flexible Page Migration for Memory Tiering. EuroSys 2025.)
Lesson:citadel rethinking memory allocation to safeguard against inter domain rowhammer exploits 8fd39aca + (Citadel: Rethinking Memory Allocation to Safeguard Against Inter-Domain Rowhammer Exploits. MICRO 2025.)
Lesson:combining buffered i o and direct i o in distributed file systems b0e268e6 + (Combining Buffered I/O and Direct I/O in Distributed File Systems. FAST 2024.)
Lesson:constructing and analyzing the lsm compaction design space 1aa4ace5 + (Constructing and Analyzing the LSM Compaction Design Space. VLDB 2021.)
Lesson:shape adaptive attention negative 20260722 + (Controlled portfolio evidence: three fresh … Controlled portfolio evidence: three fresh L40S processes, 48 invocations/run, five tile configurations crossed with fusion off/on, 403,200 timed calls, all 60 candidate/case correctness checks passed/run, best policy gain <=0.305%, global-to-oracle gap 0.149-0.670%. CUDA Graph evidence: four numerical-pass rows, graph replay speedup 1.024-1.059x, artifact SHA-256 a8ae28901cf5d4cab7db2058c299a3ebed9598e2ae4251f704f04f32d0d2177e. Full GPU suite: 681 passed including 14 real-GPU tests.uite: 681 passed including 14 real-GPU tests.)
Lesson:cornus atomic commit for a cloud dbms with storage disaggregation 279df452 + (Cornus: Atomic Commit for a Cloud DBMS with Storage Disaggregation. VLDB 2022.)
Lesson:corobase coroutine oriented main memory database engine c4a28018 + (CoroBase: Coroutine-Oriented Main-Memory Database Engine. VLDB 2021.)
Lesson:cost efficient large language model serving for multi turn conversations with cachedattention aa200b5c + (Cost-Efficient Large Language Model Serving for Multi-turn Conversations with CachedAttention. USENIX ATC 2024.)
Lesson:crossprefetch accelerating i o prefetching for modern storage 59296dd1 + (CrossPrefetch: Accelerating I/O Prefetching for Modern Storage. ASPLOS 2024.)
Lesson:deltazip efficient serving of multiple full model tuned llms 8420449f + (DeltaZip: Efficient Serving of Multiple Full-Model-Tuned LLMs. EuroSys 2025.)
Lesson:disaggregated raid storage in modern datacenters 4eb679fe + (Disaggregated RAID Storage in Modern Datacenters. ASPLOS 2023.)
Lesson:emt an os framework for new memory translation architectures 6d3356f6 + (EMT: An OS Framework for New Memory Translation Architectures. OSDI 2025.)
Lesson:efficient memory overcommitment for i o passthrough enabled vms via fine grained page meta data d32f4845 + (Efficient Memory Overcommitment for I/O Passthrough Enabled VMs via Fine-grained Page Meta-data Management. USENIX ATC 2023.)
Lesson:enabling high performance and secure userspace nvm file systems with the trio architecture d59d00b6 + (Enabling High-Performance and Secure Userspace NVM File Systems with the Trio Architecture. SOSP 2023.)
Lesson:evendb optimizing key value storage for spatial locality 7beea059 + (EvenDB: Optimizing Key-Value Storage for Spatial Locality. EuroSys 2020.)

Lesson:exoflow a universal workflow system for exactly once dags d9d62c90 + (ExoFlow: A Universal Workflow System for Exactly-Once DAGs. OSDI 2023.)

Lesson:exploring the asynchrony of slow memory filesystem with easyio 0952deee + (Exploring the Asynchrony of Slow Memory Filesystem with EasyIO. EuroSys 2024.)
Lesson:extmem enabling application aware virtual memory management for data intensive applications 8a6dc0e4 + (ExtMem: Enabling Application-Aware Virtual Memory Management for Data-Intensive Applications. USENIX ATC 2024.)
Lesson:extending applications safely and efficiently 7a5f9f65 + (Extending Applications Safely and Efficiently. OSDI 2025.)
Lesson:understanding and mitigating covert and side channel vulnerabilities introduced by rowhammer def 0e272653 + (F. Nisa Bostanci; Oguzhan Canpolat; Ataber … F. Nisa Bostanci; Oguzhan Canpolat; Ataberk Olgun; Ismail Emir Yüksel; Konstantinos Kanellopoulos; Mohammad Sadrosadati; Abdull. Understanding and Mitigating Covert Channel and Side Channel Vulnerabilities Introduced by RowHammer Defenses. MICRO, 2025.Source: https://arxiv.org/abs/2503.17891Verification basis: full_text.Canonical evidence ID: canonical-paper-v2-0e272653l evidence ID: canonical-paper-v2-0e272653)
Lesson:fifo queues are all you need for cache eviction ebc30306 + (FIFO queues are all you need for cache evi … FIFO queues are all you need for cache eviction. Juncheng Yang et al., "FIFO Queues Are All You Need for Cache Eviction", SOSP 2023.Source: https://doi.org/10.1145/3600006.3613147Verification basis: official_abstract.Canonical evidence ID: canonical-paper-v2-ebc30306l evidence ID: canonical-paper-v2-ebc30306)
Lesson:faasmem improving memory efficiency of serverless computing with memory pool architecture b6ab9eec + (FaaSMem: Improving Memory Efficiency of Serverless Computing with Memory Pool Architecture. ASPLOS 2024.)
Lesson:pivot-b200-20260717-venv-launcher-identity-a01 + (Failed decision SHA-256 e1c0e98e2de2fd78fa21acd57aec899ea13f94ffc5707128f9ceb1d87c7ac7eb; child log SHA-256 6c3bc4bd550b39a5ef4657a339f45712448d9756cbf2e949a1210e52bdb75d94; no GPU compute process.)
Lesson:fast trapless kernel probes everywhere 781e739b + (Fast (Trapless) Kernel Probes Everywhere. USENIX ATC 2024.)
Lesson:fast core scheduling with userspace process abstraction d1ea9f62 + (Fast Core Scheduling with Userspace Process Abstraction. SOSP 2024.)
Lesson:fast on device llm inference with npus deecd917 + (Fast On-device LLM Inference with NPUs. ASPLOS 2025.)
Lesson:fast flexible and practical kernel extensions 9eb8897f + (Fast, Flexible, and Practical Kernel Extensions. SOSP 2024.)
Lesson:fetchbpf customizable prefetching policies in linux with ebpf 9756cb90 + (FetchBPF: Customizable Prefetching Policies in Linux with eBPF. USENIX ATC 2024.)
Lesson:fleetio managing multi tenant cloud storage with multi agent reinforcement learning 714ca9fb + (FleetIO: Managing Multi-Tenant Cloud Storage with Multi-Agent Reinforcement Learning. ASPLOS 2025.)
Lesson:flexmem adaptive page profiling and migration for tiered memory 43991e2a + (FlexMem: Adaptive Page Profiling and Migration for Tiered Memory. USENIX ATC 2024.)
Lesson:following the data not the function rethinking function orchestration in serverless computing 5edeca75 + (Following the Data, Not the Function: Rethinking Function Orchestration in Serverless Computing. NSDI 2023.)
Lesson:gqa training generalized multi query transformer models from multi head checkpoints a6839ee2 + (GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints. ACL 2023.)
Lesson:unfaasner latency and cost aware offloading of functions from serverless platforms bc32c3a4 + (Ghazal Sadeghian et al., "UnFaaSener: Late … Ghazal Sadeghian et al., "UnFaaSener: Latency and Cost Aware Offloading of Functions from Serverless Platforms", USENIX ATC 2023.Source: https://www.usenix.org/conference/atc23/presentation/sadeghianVerification basis: official_abstract.Canonical evidence ID: canonical-paper-v2-bc32c3a4l evidence ID: canonical-paper-v2-bc32c3a4)
Lesson:halfmoon log optimal fault tolerant stateful serverless computing e44c470a + (Halfmoon: Log-Optimal Fault-Tolerant Stateful Serverless Computing. SOSP 2023.)
Lesson:harvesting memory bound cpu stall cycles in software with msh 5866da08 + (Harvesting Memory-bound CPU Stall Cycles in Software with MSH. OSDI 2024.)
Lesson:inf2 high throughput generative inference of large language models using near storage processing 3fcead73 + (Hongsun Jang, Jaeyong Song, Changmin Shin, … Hongsun Jang, Jaeyong Song, Changmin Shin, Si Ung Noh, Jaewon Jung, Jisung Park, and Jinho Lee. “A Cost-Effective Near-Storage Processing Solution for Offline Inference of Long-Context LLMs.” ASPLOS ’26. DOI: 10.1145/3779212.3790119. arXiv:2502.09921v2.Source: https://arxiv.org/abs/2502.09921v2Full text: https://arxiv.org/html/2502.09921v2Verification basis: full_text.Canonical evidence ID: canonical-paper-v2-3fcead73l evidence ID: canonical-paper-v2-3fcead73)
Lesson:hotrap hot record retention and promotion for lsm trees with tiered storage 849aa350 + (HotRAP: Hot Record Retention and Promotion for LSM-trees with Tiered Storage. USENIX ATC 2025.)
Lesson:how to copy memory coordinated asynchronous copy as a first class os service 8e43b859 + (How to Copy Memory? Coordinated Asynchronous Copy as a First-Class OS Service. SOSP 2025.)
Lesson:i o passthru upstreaming a flexible and efficient i o path in linux 7b568465 + (I/O Passthru: Upstreaming a Flexible and Efficient I/O Path in Linux. FAST 2024.)
Lesson:ic cache efficient large language model serving via in context caching 4f05d8b7 + (IC-Cache: Efficient Large Language Model Serving via In-context Caching. SOSP 2025.)
Lesson:ice collaborating memory and process management for user experience on resource limited mobile d 312e453f + (ICE: Collaborating Memory and Process Management for User Experience on Resource-limited Mobile Devices. EuroSys 2023.)