Papers
VTC: DNN Compilation with Virtual Tensors for Data Movement Elimination
Muyan Hu, Ahan Gupta, Jiachen Yuan et al.
GraCE: Unlocking CUDA Graphs with Compiler Support for ML Workloads
Abhishek Ghosh, Ajay Nayak, Ashish Panwar et al.
MPK: A Compiler and Runtime for Mega-Kernelizing Tensor Programs
Xinhao Cheng, Zhihao Zhang, Yu Zhou et al.
TileLoom: Automatic Dataflow Planning for Tile-Based Languages on Spatial Dataflow Accelerators
Wei Li, Zhenyu Bai, Heru Wang et al.
Optimal Software Pipelining and Warp Specialization for Tensor Core GPUs
Rupanshu Soi, Rohan Yadav, Fredrik Kjolstad et al.
ADAngel: Accelerating Arbitrary-Precision Quantized LLMs with Adaptive Computing Mapping
Yao Liu, Wenjie Wang, Yifei Feng et al.
Kairox: Adaptive GPU-CPU Hybrid LLM Inference via Online Neuron Balancing
Yapeng Jiang, Minghao Gan, Zicong Hong et al.
OpenTela: Unifying Decentralized Computing Resources for Heterogeneous LLM Serving (Operational Systems)
Xiaozhe Yao, Youhe Jiang, Ilia Badanin et al.
Revisiting Pipeline Parallelism for LLM Serving
Soonjae Hwang, Jeongseob Ahn
Efficient LLM Serving on Commodity GPU Clusters with Data-Reduced Cross-Instance Orchestration
Jiangsu Du, Hongbin Zhang, Taosheng Wei et al.
vBOIDs: Taming Chaos via Coarse-Grained Scheduling Abstraction for Containers
Kaesi Manakkal, Nathan Daughety, Yu Sun et al.
Inside Out: A Paradigm Shift in VM Introspection
Dufy Teguia, Louis Duval, Teo Pisenti et al.
Compaction-Free Memory Defragmentation for Virtualization via Infinite Guest Physical Address Space
Peixin Zeng, Hao Huang, Yanqi Pan et al.
M3U: Scalable Kernel Memory Management for Efficient Post-Copy Live Migration of High-End Virtual Machines
Yizhe Xu, Yuan Tao, Zhibin Zhang et al.
High Fidelity Models for Large Scale Stateful Services (Operational Systems)
Nouraldin Jaber, Dongyun Jin, Bernhard Kragl et al.
Timelock Drive: Isolated Time-Based Defense for Storage Systems
Jonah Rosenblum, Juechu Dong, Peter Chen et al.
The LogDrive: Composable Durability for Cloud-Based Shared Logs
Gardner Vickers, Lucas Bradstreet, Mahesh Balakrishnan et al.
WiseCode: Breaking the Scalability Barriers of Wide-Stripe Vector Codes
Sijie Cai, Guangyan Zhang, Xiao Niu
The Clustering Strikes Back: Building Cost-Effective and High-Performance ANNS at Scale with Helmsman (Operational Systems)
Yuchen Huang, Baiteng Ma, Yiping Sun et al.
Pluto: High-Performance, Memory-Efficient Distributed Graph Analytics through Advanced Mirroring
Ying-Wei Wu, Christopher J. Rossbach, Mattan Erez
Efficient GPU-Centric Evolving Graph Processing at Scale
Yunmo Zhang, Jiacheng Huang, Xizhe Yin et al.
Disentangling Graph Dependencies for Efficient Billion-Scale GPU Vector Search
Haoru Zhao, Jingkai He, Jingyao Zeng et al.
When DDIO Meets Page Coloring: Revisiting DDIO Performance with Sepia
Changwoo Song, Sanghyun Kim, Jinhyeok Oh et al.
FARLock: Asymmetric RDMA Locking Made Fair
Yuehao Hu, Jiatang Zhou, Tianzheng Wang et al.
DPA-Store: An Ordered Network Data Path Key-Value Store
Frederic Schimmelpfennig, Jan Sass, Reza Salkhordeh et al.