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• 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.)
• Lesson:what you cant forget exploiting parallelism for zoned namespaces 8d6c7c8e  + (What You Can’t Forget: Exploiting Parallelism for Zoned Namespaces. HotStorage 2022.)
• Lesson:infinigen efficient generative inference of large language models with dynamic kv cache manageme a1ca3228  + (Wonbeom Lee et al., "InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management", OSDI 2024.)
• Lesson:infinigen efficient generative inference of large language models with dynamic kv cache manageme a1ca3228  + (Wonbeom Lee et al., "InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management", OSDI 2024.)

• Lesson:xfaas hyperscale and low cost serverless functions at meta bffb729a  + (XFaaS: Hyperscale and Low Cost Serverless Functions at Meta. SOSP 2023.)

• Lesson:xrp in kernel storage functions with ebpf 49cdd043  + (XRP: In-Kernel Storage Functions with eBPF. OSDI 2022.)
• Lesson:ugache a unified gpu cache for embedding based deep learning 227e7c8f  + (Xiaoniu Song et al., "UGACHE: A Unified GPU Cache for Embedding-based Deep Learning", SOSP 2023.)
• Lesson:ugache a unified gpu cache for embedding based deep learning 227e7c8f  + (Xiaoniu Song et al., "UGACHE: A Unified GPU Cache for Embedding-based Deep Learning", SOSP 2023.)
• Lesson:deltazip efficient serving of multiple full model tuned llms 8420449f  + (Xiaozhe Yao et al., "DeltaZip: Efficient Serving of Multiple Full-Model-Tuned LLMs", EuroSys 2025.)
• Lesson:deltazip efficient serving of multiple full model tuned llms 8420449f  + (Xiaozhe Yao et al., "DeltaZip: Multi-Tenant Language Model Serving via Delta Compression", EuroSys 2025.)
• Lesson:fetchbpf customizable prefetching policies in linux with ebpf 9756cb90  + (Xuechun Cao et al., "FetchBPF: Customizable Prefetching Policies in Linux with eBPF", USENIX ATC 2024.)
• Lesson:fetchbpf customizable prefetching policies in linux with ebpf 9756cb90  + (Xuechun Cao et al., "FetchBPF: Customizable Prefetching Policies in Linux with eBPF", USENIX ATC 2024.)
• Lesson:scalio scaling up dpu based jbof key value store with nvme of target offload 8db39764  + (Xun Sun et al., "Scalio: Scalable I/O Virtualization for High-Density Storage", OSDI 2025.)
• Lesson:scalio scaling up dpu based jbof key value store with nvme of target offload 8db39764  + (Xun Sun et al., "Scalio: Scaling up DPU-based JBOF Key-value Store with NVMe-oF Target Offload", OSDI 2025.)
• Lesson:specinfer accelerating generative large language model serving with tree based speculative infer e609aa25  + (Xupeng Miao et al., "SpecInfer: Accelerating Generative Large Language Model Serving with Tree-based Speculative Inference and Verification", ASPLOS 2024.)
• Lesson:specinfer accelerating generative large language model serving with tree based speculative infer e609aa25  + (Xupeng Miao et al., "SpecInfer: Accelerating Generative Large Language Model Serving with Tree-based Speculative Inference and Verification", ASPLOS 2024.)
• Lesson:m5 mastering page migration and memory management for cxl based tiered memory systems 4e752168  + (Yan Sun et al., "M5: Hardware-Assisted Fine-Grained Memory Management for CXL-Based Tiered Memory", ASPLOS 2025.)
• Lesson:m5 mastering page migration and memory management for cxl based tiered memory systems 4e752168  + (Yan Sun et al., "M5: Mastering Page Migration and Memory Management for CXL-based Tiered Memory Systems", ASPLOS 2025.)
• Lesson:an empirical study on low gpu utilization of deep learning jobs c5389b31  + (Yanjie Gao et al., "An Empirical Study on Low GPU Utilization of Deep Learning Jobs", ICSE 2024.)
• Lesson:an empirical study on low gpu utilization of deep learning jobs c5389b31  + (Yanjie Gao et al., "An Empirical Study on Low GPU Utilization of Deep Learning Jobs", ICSE 2024.)
• Lesson:serverlessllm low latency serverless inference for large language models 69b8cd6d  + (Yao Fu et al., "ServerlessLLM: Low-Latency Serverless Inference for Large Language Models", OSDI 2024.)
• Lesson:serverlessllm low latency serverless inference for large language models 69b8cd6d  + (Yao Fu et al., "ServerlessLLM: Low-Latency Serverless Inference for Large Language Models", OSDI 2024.)
• Lesson:efficient memory overcommitment for i o passthrough enabled vms via fine grained page meta data d32f4845  + (Yaohui Wang et al., "Efficient Memory Overcommitment for I/O Passthrough Enabled VMs via Fine-grained Page Meta-data Management", USENIX ATC 2023.)
• Lesson:efficient memory overcommitment for i o passthrough enabled vms via fine grained page meta data d32f4845  + (Yaohui Wang et al., "Efficient Memory Overcommitment for I/O Passthrough Enabled VMs via Fine-grained Page Meta-data Management", USENIX ATC 2023.)
• Lesson:sieve is simpler than lru an efficient turn key eviction algorithm for web caches 86f86293  + (Yazhuo Zhang et al., "SIEVE is Simpler than LRU: an Efficient Turn-Key Eviction Algorithm for Web Caches", NSDI 2024.)
• Lesson:sieve is simpler than lru an efficient turn key eviction algorithm for web caches 86f86293  + (Yazhuo Zhang et al., "SIEVE is Simpler than LRU: an Efficient Turn-Key Eviction Algorithm for Web Caches", NSDI 2024.)
• Lesson:rearchitecting buffered i o in the era of high bandwidth ssd 70b23de3  + (Yekang Zhan; Tianze Wang; Zheng Peng; Haichuan Hu; Jiahao Wu; Xiangrui Yang; Qiang Cao; Hong Jiang; Jie Yao. Rearchitecting Buffered I/O in the Era of High-Bandwidth SSDss. FAST, 2026.)
• Lesson:rearchitecting buffered i o in the era of high bandwidth ssd 70b23de3  + (Yekang Zhan; Tianze Wang; Zheng Peng; Haichuan Hu; Jiahao Wu; Xiangrui Yang; Qiang Cao; Hong Jiang; Jie Yao. Rearchitecting Buffered I/O in the Era of High-Bandwidth SSDs. FAST, 2026.)
• Lesson:ionia high performance replication for modern disk based kv stores 7cafc97e  + (Yi Xu et al., "IONIA: High-Performance Replication for Modern Disk-based KV Stores", FAST 2024.)
• Lesson:ionia high performance replication for modern disk based kv stores 7cafc97e  + (Yi Xu et al., "IONIA: High-Performance Replication for Modern Disk-based KV Stores", FAST 2024.)