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• Lesson:constructing and analyzing the lsm compaction design space 1aa4ace5  + (Subhadeep Sarkar et al., "Constructing and Analyzing the LSM Compaction Design Space", PVLDB 2021.)
• Lesson:constructing and analyzing the lsm compaction design space 1aa4ace5  + (Subhadeep Sarkar et al., "Constructing and Analyzing the LSM Compaction Design Space", PVLDB 2021.)
• Lesson:usher holistic interference avoidance for resource optimized ml inference 74231fc1  + (Sudipta Saha Shubha et al., "USHER: Holistic Interference Avoidance for Resource Optimized ML Inference", OSDI 2024.)
• Lesson:usher holistic interference avoidance for resource optimized ml inference 74231fc1  + (Sudipta Saha Shubha et al., "USHER: Holistic Interference Avoidance for Resource Optimized ML Inference", OSDI 2024.)
• Lesson:bypassd enabling fast userspace access to shared ssds da9e5d79  + (Sujay Yadalam; Chloe Alverti; Vasileios Karakostas; Jayneel Gandhi; Michael Swift. BypassD: Enabling Fast Userspace Access to Shared SSDs. ASPLOS, 2024.)
• Lesson:bypassd enabling fast userspace access to shared ssds da9e5d79  + (Sujay Yadalam; Chloe Alverti; Vasileios Karakostas; Jayneel Gandhi; Michael Swift. BypassD: Enabling Fast Userspace Access to Shared SSDs. ASPLOS, 2024.)
• Lesson:efficient memory deduplication for mobile smart devices fa9b72e9  + (Sung-Hun Kim, Jinkyu Jeong, and Joonwon Lee, Efficient Memory Deduplication for Mobile Smart Devices," in Proceedings of IEEE International Conference on Consumer Electronics, Las Vegas, NV, USA, January, 2014)
• Lesson:efficient memory deduplication for mobile smart devices fa9b72e9  + (Sung-Hun Kim, Jinkyu Jeong, and Joonwon Lee, Efficient Memory Deduplication for Mobile Smart Devices," in Proceedings of IEEE International Conference on Consumer Electronics, Las Vegas, NV, USA, January, 2014)
• Lesson:selective memory deduplication for cost efficiency in mobile smart devices 9f3139a0  + (Sung-hun Kim, Jinkyu Jeong, and Joonwon Lee, "Selective Memory Deduplication for Cost Efficiency in Mobile Smart Devices" IEEE Transactions on Consumer Electronics, vol. 60, no. 2, pp. 276-284, May 2014)
• Lesson:selective memory deduplication for cost efficiency in mobile smart devices 9f3139a0  + (Sung-hun Kim, Jinkyu Jeong, and Joonwon Lee, "Selective Memory Deduplication for Cost Efficiency in Mobile Smart Devices," IEEE Transactions on Consumer Electronics, vol. 60, no. 2, pp. 276-284, May 2014)
• Lesson:zero copying i o stack for low latency ssds dc409093  + (Sunghwan Kim, Gyusun Lee, Jiwon Woo, Jinkyu Jeong, "Zero-copying I/O Stack for Low-latency SSDs," IEEE Computer Architecture Letters, vol. 20, no. 1, pp. 51-53, JAN-JUN 2021, doi:10.1109/LCA.2021.3064876)
• Lesson:zero copying i o stack for low latency ssds dc409093  + (Sunghwan Kim, Gyusun Lee, Jiwon Woo, Jinkyu Jeong, "Zero-copying I/O Stack for Low-latency SSDs" IEEE Computer Architecture Letters, vol. 20, no. 1, pp. 51-53, JAN-JUN 2021, doi:10.1109/LCA.2021.3064876)
• Lesson:symbiosis the art of application and kernel cache cooperation 168e4171  + (Symbiosis: The Art of Application and Kernel Cache Cooperation. FAST 2024.)
• Lesson:scalable address spaces using concurrent interval skiplist d1f1b9c0  + (Tae Woo Kim; Youngjin Kwon; Jeehoon Kang. Scalable Address Spaces using Concurrent Interval Skiplist. SOSP, 2025.)
• Lesson:scalable address spaces using concurrent interval skiplist d1f1b9c0  + (Tae Woo Kim; Youngjin Kwon; Jeehoon Kang. Scalable Address Spaces using Concurrent Interval Skiplist. SOSP, 2025.)
• Lesson:scaleswap a scalable os swap system for all flash swap arrays 4041bd54  + (Taehwan Ahn; Chanhyeong Yu; Sangjin Lee; Yongseok Son. ScaleSwap: A Scalable OS Swap System for All-Flash Swap Arrays. FAST, 2026.)
• Lesson:scaleswap a scalable os swap system for all flash swap arrays 4041bd54  + (Taehwan Ahn; Chanhyeong Yu; Sangjin Lee; Yongseok Son. ScaleSwap: A Scalable OS Swap System for All-Flash Swap Arrays. FAST, 2026.)
• Lesson:taming throughput latency tradeoff in llm inference with sarathi serve cf395778  + (Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve. OSDI 2024.)
• Lesson:minflow high performance and cost efficient data passing for i o intensive stateful serverless a 886ce161  + (Tao Li et al., "MinFlow: High-performance and Cost-efficient Data Passing for I/O-intensive Stateful Serverless Analytics", FAST 2024.)
• Lesson:minflow high performance and cost efficient data passing for i o intensive stateful serverless a 886ce161  + (Tao Li et al., "MinFlow: High-performance and Cost-efficient Data Passing for I/O-intensive Stateful Serverless Analytics", FAST 2024.)
• Lesson:tectonic shift a composite storage fabric for large scale ml training 38266738  + (Tectonic-Shift: A Composite Storage Fabric for Large-Scale ML Training. USENIX ATC 2023.)
• Lesson:telescope telemetry for gargantuan memory footprint applications 6a766ffb  + (Telescope: Telemetry for Gargantuan Memory Footprint Applications. USENIX ATC 2024.)
• Lesson:the cost of dynamic reasoning demystifying ai agents and test time scaling from an ai infrastruc 6d6dff58  + (The Cost of Dynamic Reasoning: Demystifying AI Agents and Test-Time Scaling from an AI Infrastructure Perspective. arXiv 2025.)
• Lesson:the design and implementation of a capacity variant storage system 91c1817e  + (The Design and Implementation of a Capacity-Variant Storage System. FAST 2024.)
• Lesson:tierscape harnessing multiple compressed tiers to tame server memory tco 9ed9ed0d  + (TierScape: Harnessing Multiple Compressed Tiers to Tame Server Memory TCO. EuroSys 2026.)

• Lesson:tiered memory management beyond hotness 6ad152df  + (Tiered Memory Management Beyond Hotness. OSDI 2025.)

• Lesson:tiered memory management access latency is the key aaf24437  + (Tiered Memory Management: Access Latency is the Key!. SOSP 2024.)
• Lesson:towards efficient flash caches with emerging nvme flexible data placement ssds 8683a6eb  + (Towards Efficient Flash Caches with Emerging NVMe Flexible Data Placement SSDs. EuroSys 2025.)
• Lesson:translation pass through for near native paging performance in vms c096bffc  + (Translation Pass-Through for Near-Native Paging Performance in VMs. USENIX ATC 2023.)
• Lesson:nvme driven lazy cache coherence for immutable data with nvme over fabrics c19688e2  + (Tuan Anh Nguyen, Hyeongjun Jeon, Daegyu Ha … Tuan Anh Nguyen, Hyeongjun Jeon, Daegyu Han, Duck-Ho Bae, Young Jin Yu, Kyeungpyo Kim, Sungsoon Park, Jinkyu Jeong, and Beomseok Nam. “NVMe-Driven Lazy Cache Coherence for Immutable Data with NVMe over Fabrics.” IEEE CLOUD 2023, pp. 394–400. DOI: 10.1109/CLOUD60044.2023.00053.4–400. DOI: 10.1109/CLOUD60044.2023.00053.)
• Lesson:nvme driven lazy cache coherence for immutable data with nvme over fabrics c19688e2  + (Tuan Anh Ngyuen, Hyeongjun Jeon, Daegyu Ha … Tuan Anh Ngyuen, Hyeongjun Jeon, Daegyu Han, Duck-Ho Bae, Young Jin Yu, Kyeungpyo Kim, Sungsoon Park, Jinkyu Jeong and Beomseok Nam, " NVMe-Driven Lazy Cache Coherence for Immutable Data with NVMe over Fabrics," To appear at IIEEE International Conference on Cloud Computing (IEEE CLOUD 2023), (21.6% a.r), July. 2023.IEEE CLOUD 2023), (21.6% a.r), July. 2023.)
• Lesson:twinpilots a new computing paradigm for gpu cpu parallel llm inference aa39d085  + (TwinPilots: A New Computing Paradigm for GPU-CPU Parallel LLM Inference. SYSTOR 2024.)
• Lesson:ugache a unified gpu cache for embedding based deep learning 227e7c8f  + (UGache: A Unified GPU Cache for Embedding-based Deep Learning. SOSP 2023.)
• Lesson:unfaasner latency and cost aware offloading of functions from serverless platforms bc32c3a4  + (UnFaaSner: Latency and Cost Aware Offloading of Functions from Serverless Platforms. USENIX ATC 2023.)
• Lesson:unicom a universally high performant i o completion mechanism for modern computer systems 9172fe3e  + (UnICom: A Universally High-Performant I/O Completion Mechanism for Modern Computer Systems. FAST 2026.)
• Lesson:understanding silent data corruptions in a large production cpu population 56bebc4c  + (Understanding Silent Data Corruptions in a Large Production CPU Population. SOSP 2023.)
• Lesson:understanding and mitigating covert and side channel vulnerabilities introduced by rowhammer def 0e272653  + (Understanding and Mitigating Covert and Side Channel Vulnerabilities Introduced by RowHammer Defenses. MICRO 2025.)
• Lesson:unimem redesigning disaggregated memory within a unified local remote memory hierarchy 4e1d18c6  + (UniMem: Redesigning Disaggregated Memory within A Unified Local-Remote Memory Hierarchy. USENIX ATC 2024.)
• Lesson:usher holistic interference avoidance for resource optimized ml inference 74231fc1  + (Usher: Holistic Interference Avoidance for Resource Optimized ML Inference. OSDI 2024.)
• Lesson:using one sided rdma reads to build a fast cpu efficient key value store 64f77356  + (Using One-Sided RDMA Reads to Build a Fast, CPU-Efficient Key-Value Store. USENIX ATC 2013.)
• Lesson:utopia fast and efficient address translation via hybrid restrictive flexible virtual to physica 796873cf  + (Utopia: Fast and Efficient Address Translation via Hybrid Restrictive & Flexible Virtual-to-Physical Address Mappings. MICRO 2023.)
• Lesson:wasp workload aware self replicating page tables for numa servers cd871a6f  + (WASP: Workload-Aware Self-Replicating Page-Tables for NUMA Servers. ASPLOS 2024.)
• Lesson:pet proactive demotion for efficient tiered memory management e2185da3  + (Wanju Doh et al., "PET: Proactive Demotion for Efficient Tiered Memory Management", EuroSys 2025.)
• Lesson:pet proactive demotion for efficient tiered memory management e2185da3  + (Wanju Doh et al., "PET: Reducing Fast-Memory Consumption of Tiered Memory Systems with P-blocks", EuroSys 2025.)
• Lesson:we ain t afraid of no file fragmentation causes and prevention of its performance impact on mode 9a366dfb  + (We Ain't Afraid of No File Fragmentation: Causes and Prevention of Its Performance Impact on Modern Flash SSDs. FAST 2024.)
• Lesson:impress an importance informed multi tier prefix kv storage system for large language model infe 51b47015  + (Weijian Chen et al., "IMPRESS: An Importance-Informed Multi-Tier Prefix KV Storage System for Large Language Model Inference", FAST 2025.)
• Lesson:impress an importance informed multi tier prefix kv storage system for large language model infe 51b47015  + (Weijian Chen et al., "IMPRESS: An Importance-Informed Multi-Tier Prefix KV Storage System for Large Language Model Inference", FAST 2025.)
• Lesson:a comprehensive analysis of superpage management mechanisms and policies c34f2dbd  + (Weixi Zhu; Alan L. Cox; Scott Rixner. A Comprehensive Analysis of Superpage Management Mechanisms and Policies. USENIX ATC, 2020.)
• Lesson:a comprehensive analysis of superpage management mechanisms and policies c34f2dbd  + (Weixi Zhu; Alan L. Cox; Scott Rixner. A Comprehensive Analysis of Superpage Management Mechanisms and Policies. USENIX ATC, 2020.)
• Lesson:pmr fast application response via parallel memory reclaim on mobile devices 4c59e491  + (Wentong Li et al., "PMR: Fast Application Response via Parallel Memory Reclaim on Mobile Devices", USENIX ATC 2025.)
• Lesson:pmr fast application response via parallel memory reclaim on mobile devices 4c59e491  + (Wentong Li et al., "PMR: Proactive Memory Reclamation for Mobile Devices", USENIX ATC 2025.)