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• Lesson:mitigating resource usage dependency in sorting based kv stores on hybrid storage devices via op 31cbb8ad  + (Mitigating Resource Usage Dependency in Sorting-based KV Stores on Hybrid Storage Devices via Operation Decoupling. USENIX ATC 2025.)
• Lesson:moe lightning high throughput moe inference on memory constrained gpus e51b6b29  + (MoE-Lightning: High-Throughput MoE Inference on Memory-constrained GPUs. ASPLOS 2025.)
• Lesson:nomad non exclusive memory tiering via transactional page migration 3990fa86  + (NOMAD: Non-Exclusive Memory Tiering via Transactional Page Migration. OSDI 2024.)
• Lesson:nanoflow towards optimal large language model serving throughput f0633332  + (NanoFlow: Towards Optimal Large Language Model Serving Throughput. OSDI 2025.)
• Lesson:not a dpu in name only unleashing rdma capable dpus in multi tenant serverless clouds with nadin 7031318c  + (Not A DPU in Name Only! Unleashing RDMA-capable DPUs in Multi-Tenant Serverless Clouds with NADINO. EuroSys 2026.)
• Lesson:ozz identifying kernel out of order concurrency bugs with in vivo memory access reordering 0b85f639  + (OZZ: Identifying Kernel Out-of-Order Concurrency Bugs with In-Vivo Memory Access Reordering. SOSP 2024.)
• Lesson:technical review a performance stable numa management scheme for linux based hpc systems e846c351  + (Official article and author manuscript: https://doi.org/10.1109/ACCESS.2021.3069991)
• Lesson:omnicache collaborative caching for near storage accelerators 303fe963  + (OmniCache: Collaborative Caching for Near-storage Accelerators. FAST 2024.)
• Lesson:on performance stability in lsm based storage systems e473bf0c  + (On Performance Stability in LSM-based Storage Systems. PVLDB 2019.)
• Lesson:optimizing file systems on heterogeneous memory by integrating dram cache with virtual memory ma aaa7aa17  + (Optimizing File Systems on Heterogeneous Memory by Integrating DRAM Cache with Virtual Memory Management. FAST 2024.)
• Lesson:orca a distributed serving system for transformer based generative models 6bd2fa60  + (Orca: A Distributed Serving System for Transformer-Based Generative Models. OSDI 2022.)
• Lesson:overcoming the memory wall with cxl enabled ssds ef2155d6  + (Overcoming the Memory Wall with CXL-Enabled SSDs. USENIX ATC 2023.)
• Lesson:pact a criticality first design for tiered memory 20db3445  + (PACT: A Criticality-First Design for Tiered Memory. ASPLOS 2026.)
• Lesson:papi exploiting dynamic parallelism in large language model decoding with a processing in memory 5f9f53cc  + (PAPI: Exploiting Dynamic Parallelism in Large Language Model Decoding with a Processing-In-Memory-Enabled Computing System. ASPLOS 2025.)
• Lesson:pet proactive demotion for efficient tiered memory management e2185da3  + (PET: Proactive Demotion for Efficient Tiered Memory Management. EuroSys 2025.)
• Lesson:pit optimization of dynamic sparse deep learning models via permutation invariant transformation 48509ad0  + (PIT: Optimization of Dynamic Sparse Deep Learning Models via Permutation Invariant Transformation. SOSP 2023.)
• Lesson:pmr fast application response via parallel memory reclaim on mobile devices 4c59e491  + (PMR: Fast Application Response via Parallel Memory Reclaim on Mobile Devices. USENIX ATC 2025.)
• Lesson:pod attention unlocking full prefill decode overlap for faster llm inference caae5b3e  + (POD-Attention: Unlocking Full Prefill-Decode Overlap for Faster LLM Inference. ASPLOS 2025.)
• Lesson:pvm efficient shadow paging for deploying secure containers in cloud native environment 7fee6654  + (PVM: Efficient Shadow Paging for Deploying Secure Containers in Cloud-native Environment. SOSP 2023.)
• Lesson:pacar improved buffered i o locality on numa systems with page cache replication adc0c538  + (PaCaR: Improved Buffered I/O Locality on NUMA Systems with Page Cache Replication. EuroSys 2026.)
• Lesson:paella low latency model serving with software defined gpu scheduling 47b175ce  + (Paella: Low-latency Model Serving with Software-defined GPU Scheduling. SOSP 2023.)
• Lesson:pivot-b200-20260717-tmux-argument-boundary-a01  + (Pane command-not-found at 2026-07-17; no global lock owner, no run directory, and zero B200 compute processes.)
• Lesson:partial failure resilient memory management system for cxl based distributed shared memory 48948c1d  + (Partial Failure Resilient Memory Management System for (CXL-based) Distributed Shared Memory. SOSP 2023.)
• Lesson:pegasus tolerating skewed workloads in distributed storage with in network coherence directories a4e8c8ec  + (Pegasus: Tolerating Skewed Workloads in Distributed Storage with In-Network Coherence Directories. OSDI 2020.)
• Lesson:phasedrr read reclaim scheduling without page level access counting 69578f95  + (PhasedRR: Read Reclaim Scheduling without Page-level Access Counting. MSST 2024.)

• Lesson:polymorphic error correction 25fcf9e1  + (Polymorphic Error Correction. MICRO 2024.)

• Lesson:predicting future system reliability with a component level dram fault model 1f248bb6  + (Predicting Future-System Reliability with a Component-Level DRAM Fault Model. MICRO 2023.)
• 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:improving application launch performance in smartphones using recurrent neural network 8cfcaeb5  + (Publication record 1: Andre Luiz Nunes Mar … Publication record 1: Andre Luiz Nunes Martins, Cesar A. V. Duarte, Jinkyu Jeong, "Improving Application Launch Performance in Smartphones Using Recurrent Neural Network," in Proceedings of the 2018 International Conference on Machine Learning Technologies (ICMLT 2018), Jinan, China, May 26-28, 2018.CMLT 2018), Jinan, China, May 26-28, 2018.)
• Lesson:efficient function call tracing with link time binary rewriting for ce devices 0fd13b41  + (Publication record 1: Bon-Keun Seo, Jinkyu Jeong, Joonwon Lee, and Euiseong Seo, "Efficient Function Call Tracing with Link-Time Binary Rewriting for CE Devices," IEEE Transactions on Consumer Electronics, vol. 59, no. 4, pp. 892-900, Nov. 2013)
• Lesson:a neural network accelerator for mobile application processors 72ce8850  + (Publication record 1: Doo Young Kim, Jin Min Kim, Hakbeom Jang, Jinkyu Jeong, and Jae W. Lee, "A Neural Network Accelerator for Mobile Application Processors," IEEE Transactions on Consumer Electronics, vol. 61, no. 4, pp. 555-563, Nov. 2015)
• Lesson:catching two rabbits adaptive real time support for embedded linux ee13b80e  + (Publication record 1: Euiseong Seo, Jinkyu Jeong, Seonyeong Park, Jinsoo Kim, and Joonwon Lee, "Catching Two Rabbits: Adaptive Real-Time Support for Embedded Linux," Software: Practice and Experience, Vol. 39, No. 5, pp. 531-550, April 2009)
• Lesson:energy efficient scheduling of real time tasks on multicore processors a70b387a  + (Publication record 1: Euiseong Seo, Jinkyu … Publication record 1: Euiseong Seo, Jinkyu Jeong, Seonyeong Park, and Joonwon Lee, "Energy Efficient Scheduling of Real-Time Tasks on Multicore Processors," IEEE Transactions on Parallel and Distributed Systems, Vol. 19, No. 11, pp. 1540-1552, November 2008. 19, No. 11, pp. 1540-1552, November 2008)
• Lesson:nap natural app processing for predictive user contexts in mobile smartphones a3c20a54  + (Publication record 1: Gabriel S. Moreira, Heeseung Jo, and Jinkyu Jeong, "NAP: Natural App Processing for Predictive User Contexts in Mobile Smartphones," Applied Sciences, Vol. 10, Issue. 19, Article-No. 6657, Sep. 2020, doi:10.3390/app10196657)
• Lesson:a case for hardware based demand paging bdf187f5  + (Publication record 1: Gyusun Lee*, Wenjing … Publication record 1: Gyusun Lee*, Wenjing Jin*, Wonsuk Song, Jeonghun Gong, Jonghyun Bae, Tae Jun Ham, Jae W. Lee, and Jinkyu Jeong, "A Case for Hardware-based Demand Paging," in Proceedings of the 47th IEEE/ACM International Symposium on Computer Architecture (ISCA'20), Valencia, Spain, May 30-June 3, 2020. slides, video (* equally contributed)slides, video (* equally contributed))
• Lesson:transparent smartphone memory expansion 5ad5fd6a  + (Publication record 1: Gyusun Lee, Jinyong Park, Jae W. Lee, Jinkyu Jeong, "Transparent Smartphone Memory Expansion," in Proceedings of the The 40th ACM/SIGAPP Symposium On Applied Computing, March 31 - April 4, 2025)
• Lesson:efficient hybrid polling for ultra low latency storage devices e753019a  + (Publication record 1: Gyusun Lee, Seokha Shin, Jinkyu Jeong, "Efficient Hybrid Polling for Ultra-Low Latency Storage Devices," Journal of Systems Architecture, Volume 122, January 2022, 102338)
• Lesson:a scalable and overflow tolerant mechanism for minimum virtual time tracking b9b92703  + (Publication record 1: Gyusun Lee, Seungwoo … Publication record 1: Gyusun Lee, Seungwoo Jin, Jiwon Woo and Jinkyu Jeong, "A Scalable and Overflow-Tolerant Mechanism for Minimum Virtual Time Tracking," in Proceedings of The 43rd IEEE International Conference on Computer Design (ICCD 2025), November 10-12, 2025, Dallas, USAD 2025), November 10-12, 2025, Dallas, USA)
• Lesson:efficient footprint caching for tagless dram caches 9317d60c  + (Publication record 1: Hakbeom Jang, Yongju … Publication record 1: Hakbeom Jang, Yongjun Lee, Jongwon Kim, Youngsok Kim, Jangwoo Kim, Jinkyu Jeong, and Jae W. Lee, "Efficient Footprint Caching for Tagless DRAM Caches," in Proceedings of The 22nd IEEE International Symposium on High-Performance Computer Architecture (HPCA-22), Barcelona, Spain, March 2016.e (HPCA-22), Barcelona, Spain, March 2016.)
• Lesson:optimizing the startup time of embedded systems a case study of digital tv 7f9199bd  + (Publication record 1: Heeseung Jo, Hwanju … Publication record 1: Heeseung Jo, Hwanju Kim, Jinkyu Jeong, Joonwon Lee, and Seungryoul Maeng, "Optimizing the Startup Time of Embedded Systems: A Case Study of Digital TV," IEEE Transactions on Consumer Electronics, Vol. 55, No. 4, pp. 2242-2247, November 2009l. 55, No. 4, pp. 2242-2247, November 2009)
• Lesson:exploiting gpus in virtual machine for biocloud b3cdd293  + (Publication record 1: Heeseung Jo, Jinkyu Jeong, Myoungho Lee, and Dong Hoon Choi, "Exploiting GPUs in Virtual Machine for BioCloud," Journal of Biomedicine and Biotechnology, vol. 2013, article ID 939460, pages 11, Apr. 2013)
• Lesson:transparently bridging semantic gap in cpu management for virtualized environments 2485a772  + (Publication record 1: Hwanju Kim, Hyeontae … Publication record 1: Hwanju Kim, Hyeontaek Lim, Jinkyu Jeong, Heeseung Jo, Joonwon Lee, and Seungryoul Maeng, "Transparently Bridging Semantic Gap in CPU Management for Virtualized Environments," Journal of Parallel and Distributed Computing, vol. 71, no. 6, pp. 758-773, Jun. 2011ng, vol. 71, no. 6, pp. 758-773, Jun. 2011)
• Lesson:task aware virtual machine scheduling for i o performance f431ccbe  + (Publication record 1: Hwanju Kim, Hyeontae … Publication record 1: Hwanju Kim, Hyeontaek Lim, Jinkyu Jeong, Heeseung Jo, Joonwon Lee, "Task-aware Virtual Machine Scheduling for I/O Performance," in Proceedings of ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environment (VEE 2009), Washington DC, USA, March, 2009VEE 2009), Washington DC, USA, March, 2009)
• Lesson:scheduler support for video oriented multimedia on client side virtualization c8366be4  + (Publication record 1: Hwanju Kim, Jinkyu J … Publication record 1: Hwanju Kim, Jinkyu Jeong, Jaeho Hwang, Joonwon Lee, Seungryoul Maeng, "Scheduler Support for Video-oriented Multimedia on Client-side Virtualization," in Proceedings of ACM Multimedia Systems (MMSys 2012), Chapel Hill, North Carolina, USA, February, 2012 Hill, North Carolina, USA, February, 2012)
• Lesson:virtual asymmetric multiprocessor for interactive performance of consolidated desktops ec394686  + (Publication record 1: Hwanju Kim, Sangwook … Publication record 1: Hwanju Kim, Sangwook Kim, Jinkyu Jeong, and Joonwon Lee, "Virtual Asymmetric Multiprocessor for Interactive Performance of Consolidated Desktops," ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environment (VEE 2014), Salt Lake City, Utah, USA, March 1-2, 2014</br>Publication record 2: Hwanju Kim, Sangwook Kim, Jinkyu Jeong, and Joonwon Lee, "Virtual Asymmetric Multiprocessor for Interactive Performance of Consolidated Desktops," ACM SIGPLAN Notices, vol. 49, no. 7, pp. 29-40, Jul. 2014</br>Publication record 3: Hwanju Kim, Sangwook Kim, Jinkyu Jeong, Joonwon Lee, and Seungryoul Maeng, "Virtual Asymmetric Multiprocessor for Interactive Performance of Consolidated Desktops," ACM SIGOPS Asia-Pacific Workshop on Systems (ApSys 2012), Poster, Seoul, Rep. of Korea, July 2012), Poster, Seoul, Rep. of Korea, July 2012)
• Lesson:demand based coordinated scheduling for smp vms a57bd76a  + (Publication record 1: Hwanju Kim, Sangwook … Publication record 1: Hwanju Kim, Sangwook Kim, Jinkyu Jeong, Joonwon Lee, and Seungryoul Maeng, "Demand-Based Coordinated Scheduling for SMP VMs," in Proceedings of the 18th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS XVIII), Houston, Texas, USA, March, 2013</br>Publication record 2: Hwanju Kim, Sangwook Kim, Jinkyu Jeong, Joonwon Lee, and Seungryoul Maeng, "Demand-based Coordinated Scheduling for SMP VMs," ACM SIGPLAN Notices, vol. 48, no. 4, pp. 369-380, Apr. 2013es, vol. 48, no. 4, pp. 369-380, Apr. 2013)
• Lesson:dflop a data driven framework for multimodal llm training pipeline optimization f26871c0  + (Publication record 1: Hyeonjun An, Sihyun … Publication record 1: Hyeonjun An, Sihyun Kim, Chaerim Lim, Hyunjoon Kim, Rathijit Sen, Sangmin Jung, Hyeonsoo Lee, Dongwook Kim, Takki Yu, Jinkyu Jeong, Youngsok Kim, and Kwanghyun Park, "DFLOP: A Data-driven Framework for Multimodal LLM Training Pipeline Optimization," in Proceedings of the International Conference on Management of Data (SIGMOD '26), 31 May 2026- 5 June 2026, Bengaluru Indiaay 2026- 5 June 2026, Bengaluru India)
• Lesson:request aware cooperative i o scheduling for scale out database applications 25327d2c  + (Publication record 1: Hyungil Jo, Sung-hun … Publication record 1: Hyungil Jo, Sung-hun Kim, Sangwook Kim, Jinkyu Jeong, and Joonwon Lee, "Request-aware Cooperative I/O Scheduling for Scale-out Database Applications," in Proceedings of the 9th USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage'17), Santa Clara, CA, USA, July 10 - 11, 2017.a Clara, CA, USA, July 10 - 11, 2017.)
• Lesson:a secure fast and resource efficient serverless platform with function rewind 6c6658bb  + (Publication record 1: Jaehyun Song, Bumsuk … Publication record 1: Jaehyun Song, Bumsuk Kim, Minwoo Kwak, Byoungyoung Lee, Euiseong Seo, and Jinkyu Jeong, "A Secure, Fast, and Resource-Efficient Serverless Platform with Function REWIND," in Proceedings of The 2024 USENIX Annual Technical Conference (ATC'24), July 2024hnical Conference (ATC'24), July 2024)
• Lesson:performance optimization of object tracking algorithms in opencv on gpus 8158d2ec  + (Publication record 1: Jaehyun Song, Hwanjin Jeong, Jinkyu Jeong, "Performance Optimization of Object Tracking Algorithms in OpenCV on GPUs," Applied Sciences, Vol. 12, Issue 15, pp. 7801, 2022, doi.org/10.3390/app12157801)