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Lesson:technical review demand based coordinated scheduling for smp vms 3d4e78ab + (Primary or official publication source used for the technical review.)
Lesson:technical review nvme prp zero copy cb4e87d1 + (Primary or official publication source used for the technical review.)
Lesson:technical review development of behavior profilers for multimedia consumer electronics f30d374c + (Primary or official publication source used for the technical review.)
Lesson:technical review optimizing the startup time of embedded systems a case study of digital tv cd15688d + (Primary or official publication source used for the technical review.)
Lesson:technical review dflop a data driven framework for multimodal llm training pipeline optimization 9bf046db + (Primary or official publication source used for the technical review.)
Lesson:technical review performance optimization of object tracking algorithms in opencv on gpus 09f20f75 + (Primary or official publication source used for the technical review.)
Lesson:technical review dram architecture for efficient data lifetime management 0f2dfdbe + (Primary or official publication source used for the technical review.)
Lesson:technical review power consumption prediction and power aware packing in consolidated environmen 58907b8a + (Primary or official publication source used for the technical review.)
Lesson:technical review e0205794 + (Primary or official publication source used for the technical review.)
Lesson:technical review request aware cooperative i o scheduling for scale out database applications fe4a3e09 + (Primary or official publication source used for the technical review.)
Lesson:technical review efficient footprint caching for tagless dram caches 5090e3ab + (Primary or official publication source used for the technical review.)
Lesson:technical review request oriented durable write caching for application performance 34a30cbb + (Primary or official publication source used for the technical review.)
Lesson:technical review efficient function call tracing with link time binary rewriting for ce devices 0c5c62cb + (Primary or official publication source used for the technical review.)
Lesson:technical review rigorous rental memory management for embedded systems 1b4e69c5 + (Primary or official publication source used for the technical review.)
Lesson:technical review efficient hybrid polling for ultra low latency storage devices 545391d6 + (Primary or official publication source used for the technical review.)
Lesson:technical review scheduler support for video oriented multimedia on client side virtualization 69d0c186 + (Primary or official publication source used for the technical review.)
Lesson:prism optimizing key value store for modern heterogeneous storage devices 7e879d0a + (Prism: Optimizing Key-Value Store for Modern Heterogeneous Storage Devices. ASPLOS 2023.)
Lesson:pruneoff offloading lsm read path pruning in disaggregated key value stores f03d7e8e + (PruneOff: Offloading LSM Read-Path Pruning in Disaggregated Key-Value Stores.)
Lesson:pruneoff offloading lsm read path pruning in disaggregated key value stores f03d7e8e + (PruneOff: Offloading LSM Read-Path Pruning in Disaggregated Key-Value Stores. Publication metadata and public primary source unverified as of 2026-07-17.)
Lesson:pruneoff offloading lsm read path pruning in disaggregated key value stores f03d7e8e + (PruneOff: Offloading LSM Read-Path Pruning in Disaggregated Key-Value Stores. .)
Lesson:pruneoff offloading lsm read path pruning in disaggregated key value stores f03d7e8e + (PruneOff: Offloading LSM Read-Path Pruning in Disaggregated Key-Value Stores. .)
Lesson:mitigating resource usage dependency in sorting based kv stores on hybrid storage devices via op 31cbb8ad + (Qingyang Zhang et al., "DecouKV: Decoupled Index and Data Management for High-Performance Key-Value Stores", USENIX ATC 2025.)
Lesson:mitigating resource usage dependency in sorting based kv stores on hybrid storage devices via op 31cbb8ad + (Qingyang Zhang et al., "Mitigating Resource Usage Dependency in Sorting-based KV Stores on Hybrid Storage Devices via Operation Decoupling", USENIX ATC 2025.)
Lesson:rfuse modernizing userspace filesystem framework through scalable kernel userspace communication b3196db3 + (RFUSE: Modernizing Userspace Filesystem Framework through Scalable Kernel-Userspace Communication. FAST 2024.)
Lesson:rl watchdog a fast and predictable ssd liveness watchdog on storage systems a9a43b61 + (RL-Watchdog: A Fast and Predictable SSD Liveness Watchdog on Storage Systems. USENIX ATC 2024.)

Lesson:rearchitecting buffered i o in the era of high bandwidth ssd 70b23de3 + (Rearchitecting Buffered I/O in the Era of High-Bandwidth SSD. FAST 2026.)

Lesson:machine validation receipts should be structurally unable to grant human acceptance 470a7c00 + (Receipt-aware inventory V2 landed in commi … Receipt-aware inventory V2 landed in commits 38f431188 and be9778057; template SHA-256 e4c9f93d86ef32616f92ea8ea58c18492c7bacd15160046080bc12ba350e14a6. Machine receipt alone cannot pass generation rows: ready checks require file verification and an external canonical mode-0600 human attestation binding the receipt and both raw artifacts. V1 is rejected; 91 related tests and scoped hooks passed. No human attestation was created. passed. No human attestation was created.)
Lesson:research autopilot 20260719t150001z + (Reference shape seq_len=16,d=1024,r=16,k=1024, fp32, single-thread, torch 2.13, CPU L3=32 MiB; models fit on N<=256, scored on far tail N=320..768)
Lesson:achieving microsecond scale tail latency efficiently with approximate optimal scheduling e8d8e302 + (Rishabh Iyer et al., "Achieving Microsecond-Scale Tail Latency Efficiently with Approximate Optimal Scheduling", SOSP 2023.)
Lesson:achieving microsecond scale tail latency efficiently with approximate optimal scheduling e8d8e302 + (Rishabh Iyer et al., "Achieving Microsecond-Scale Tail Latency Efficiently with Approximate Optimal Scheduling", SOSP 2023.)
Lesson:automatically reasoning about how systems code uses the cpu cache 11306b93 + (Rishabh Iyer et al., "Automatically Reasoning About How Systems Code Uses the CPU Cache", OSDI 2024.)
Lesson:automatically reasoning about how systems code uses the cpu cache 11306b93 + (Rishabh Iyer et al., "Automatically Reasoning About How Systems Code Uses the CPU Cache", OSDI 2024.)
Lesson:unicom a universally high performant i o completion mechanism for modern computer systems 9172fe3e + (Riwei Pan; Yu Liang; Sam H. Noh; Lei Li; Nan Guan; Tei-Wei Kuo; Chun Jason Xue. UnICom: A Universally High-Performant I/O Completion Mechanism for Modern Computer Systems. FAST, 2026.)
Lesson:unicom a universally high performant i o completion mechanism for modern computer systems 9172fe3e + (Riwei Pan; Yu Liang; Sam H. Noh; Lei Li; Nan Guan; Tei-Wei Kuo; Chun Jason Xue. UnICom: A Universally High-Performant I/O Completion Mechanism for Modern Computer Systems. FAST, 2026.)
Lesson:rubix randomized line to row mapping for low overhead rowhammer mitigations 4d122313 + (Rubix: Randomized Line-to-Row Mapping for Low-Overhead Rowhammer Mitigations. ASPLOS 2024.)
Lesson:perseus a fail slow detection framework for cloud storage system 4e24f100 + (Ruiming Lu et al., "Perseus: A Fail-Slow Detection Framework for Cloud Storage Systems", FAST 2023.)
Lesson:perseus a fail slow detection framework for cloud storage system 4e24f100 + (Ruiming Lu et al., "Perseus: A Fail-Slow Detection Framework for Cloud Storage Systemss", FAST 2023.)
Lesson:silk preventing latency spikes in log structured merge key value stores 8576916f + (SILK: Preventing Latency Spikes in Log-Structured Merge Key-Value Stores. USENIX ATC 2019.)
Lesson:stem streaming based fpga acceleration for large scale compactions in lsm kv d204166c + (STEM: Streaming-Based FPGA Acceleration for Large-Scale Compactions in LSM KV. ICDE 2024.)
Lesson:sti turbocharge nlp inference at the edge via elastic pipelining 99bb4c50 + (STI: Turbocharge NLP Inference at the Edge via Elastic Pipelining. ASPLOS 2023.)
Lesson:swam revisiting swap and oomk for improving application responsiveness on mobile devices 79b3b8a3 + (SWAM: Revisiting Swap and OOMK for Improving Application Responsiveness on Mobile Devices. MobiCom 2023.)
Lesson:asap fast mobile application switch via adaptive prepaging 3f9602cd + (Sam Son, Seung Yul Lee, Yunho Jin, Jonghyu … Sam Son, Seung Yul Lee, Yunho Jin, Jonghyun Bae, Jinkyu Jeong, Tae Jun Ham, Jae W. Lee, and Hongil Yoon, "ASAP: Fast Mobile Application Switch via Adaptive Prepaging", in Proceedings of The 2021 USENIX Annual Technical Conference (ATC'21), Virtual Event, July 2021ce (ATC'21), Virtual Event, July 2021)
Lesson:asap fast mobile application switch via adaptive prepaging 3f9602cd + (Sam Son, Seung Yul Lee, Yunho Jin, Jonghyu … Sam Son, Seung Yul Lee, Yunho Jin, Jonghyun Bae, Jinkyu Jeong, Tae Jun Ham, Jae W. Lee, and Hongil Yoon, "ASAP: Fast Mobile Application Switch via Adaptive Prepaging", in Proceedings of The 2021 USENIX Annual Technical Conference (ATC'21), Virtual Event, July 2021ce (ATC'21), Virtual Event, July 2021)
Lesson:tierscape harnessing multiple compressed tiers to tame server memory tco 9ed9ed0d + (Sandeep Kumar; Aravinda Prasad; Sreenivas Subramoney. TierScape: Harnessing Multiple Compressed Tiers to Tame Server Memory TCO. EuroSys, 2026.)
Lesson:tierscape harnessing multiple compressed tiers to tame server memory tco 9ed9ed0d + (Sandeep Kumar; Aravinda Prasad; Sreenivas Subramoney. TierScape: Harnessing Multiple Compressed Tiers to Tame Server Memory TCO. EuroSys, 2026.)
Lesson:smartlmk a memory reclamation scheme for improving user perceived app launch time d60522c6 + (Sang-Hoon Kim, Jinkyu Jeong, Jin-Soo Kim, and Seungryoul Maeng, "SmartLMK: A Memory Reclamation Scheme for Improving User-perceived App Launch Time," ACM Transactions on Embedded Computing Systems, vol. 15, no. 3, article 47, May 2016)
Lesson:smartlmk a memory reclamation scheme for improving user perceived app launch time d60522c6 + (Sang-Hoon Kim, Jinkyu Jeong, Jin-Soo Kim, and Seungryoul Maeng, "SmartLMK: A Memory Reclamation Scheme for Improving User-perceived App Launch Time" ACM Transactions on Embedded Computing Systems, vol. 15, no. 3, article 47, May 2016)
Lesson:application aware swapping for mobile systems f347737b + (Sang-Hoon Kim, Jinkyu Jeong, and Jin-Soo K … Sang-Hoon Kim, Jinkyu Jeong, and Jin-Soo Kim, "Application-aware Swapping for Mobile Systems" ACM Transactions on Embedded Computing Systems, Vol. 16, No. 5s, pp.182:1-182:19, September 2017. (Also presented in the ACM International Conference on Embedded Software (EMSOFT 2017), Seoul, South Korea, October 2017). 2017), Seoul, South Korea, October 2017).)
Lesson:application aware swapping for mobile systems f347737b + (Sang-Hoon Kim, Jinkyu Jeong, and Jin-Soo K … Sang-Hoon Kim, Jinkyu Jeong, and Jin-Soo Kim, "Application-aware Swapping for Mobile Systems," ACM Transactions on Embedded Computing Systems, Vol. 16, No. 5s, pp.182:1-182:19, September 2017. (Also presented in the ACM International Conference on Embedded Software (EMSOFT 2017), Seoul, South Korea, October 2017). 2017), Seoul, South Korea, October 2017).)
Lesson:application aware swapping for mobile systems f347737b + (Sang-Hoon Kim, Jinkyu Jeong, and Jin-Soo Kim, "Application-aware Swapping for Mobile Systems," in Proceedings of the 2017 International Conference on Embedded Software (EMSOFT'17), Seoul, South Korea, October 15-20, 2017.)
Lesson:controlling physical memory fragmentation in mobile systems 0365acff + (Sang-Hoon Kim, Sejun Kwon, Jin-Soo Kim, an … Sang-Hoon Kim, Sejun Kwon, Jin-Soo Kim, and Jinkyu Jeong, "Controlling Physical Memory Fragmentation in Mobile Systems," in Proceedings of International Symposium on Memory Management (ISMM 2015), Portland, OR, USA, June 13-14, 2015. - Highest ranked paper in double-blind review processanked paper in double-blind review process)