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Conferences
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| Title | Conference | Speaker(s) | |
|---|---|---|---|
| Fairness in Serving Large Language Models | OSDI '24 | Ying Sheng, Shiyi Cao, Dacheng Li, Banghua Zhu, Zhuohan Li, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica | |
| MonoNN: Enabling a New Monolithic Optimization Space for Neural Network Inference Tasks on Modern GPU-Centric Architectures | OSDI '24 | Donglin Zhuang, Zhen Zheng, Haojun Xia, Xiafei Qiu, Junjie Bai, Wei Lin, Shuaiwen Leon Song | |
| Harmonizing Efficiency and Practicability: Optimizing Resource Utilization in Serverless Computing with Jiagu | USENIX ATC '24 | Qingyuan Liu, Yanning Yang, Dong Du, Yubin Xia, Ping Zhang, Jia Feng, James R. Larus, Haibo Chen | |
| ALPS: An Adaptive Learning, Priority OS Scheduler for Serverless Functions | USENIX ATC '24 | Yuqi Fu, Ruizhe Shi, Haoliang Wang, Songqing Chen, Yue Cheng | |
| Starburst: A Cost-aware Scheduler for Hybrid Cloud | USENIX ATC '24 | Michael Luo, Siyuan Zhuang, Suryaprakash Vengadesan, Romil Bhardwaj, Justin Chang, Eric Friedman, Scott Shenker, Ion Stoica | |
| StreamBox: A Lightweight GPU SandBox for Serverless Inference Workflow | USENIX ATC '24 | Hao Wu, Yue Yu, Junxiao Deng, Shadi Ibrahim, Song Wu, Hao Fan, Ziyue Cheng, Hai Jin | |
| Power-aware Deep Learning Model Serving with μ-Serve | USENIX ATC '24 | Haoran Qiu, Weichao Mao, Archit Patke, Shengkun Cui, Saurabh Jha, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Tamer Başar, Ravishankar K. Iyer | |
| Fast Inference for Probabilistic Graphical Models | USENIX ATC '24 | Jiantong Jiang, Zeyi Wen, Atif Mansoor, Ajmal Mian | |
| Cost-Efficient Large Language Model Serving for Multi-turn Conversations with CachedAttention | USENIX ATC '24 | Bin Gao, Zhuomin He, Puru Sharma, Qingxuan Kang, Djordje Jevdjic, Junbo Deng, Xingkun Yang, Zhou Yu, Pengfei Zuo | |
| PUZZLE: Efficiently Aligning Large Language Models through Light-Weight Context Switch | USENIX ATC '24 | Kinman Lei, Yuyang Jin, Mingshu Zhai, Kezhao Huang, Haoxing Ye, Jidong Zhai | |
| ScalaAFA: Constructing User-Space All-Flash Array Engine with Holistic Designs | USENIX ATC '24 | Shushu Yi, Xiurui Pan, Qiao Li, Qiang Li, Chenxi Wang, Bo Mao, Myoungsoo Jung, Jie Zhang | |
| FastCommit: resource-efficient, performant and cost-effective file system journaling | USENIX ATC '24 | Harshad Shirwadkar, Saurabh Kadekodi, Theodore Tso | |
| ZMS: Zone Abstraction for Mobile Flash Storage | USENIX ATC '24 | Joo-Young Hwang, Seokhwan Kim, Daejun Park, Yong-Gil Song, Junyoung Han, Seunghyun Choi, Sangyeun Cho, Youjip Won | |
| Ethane: An Asymmetric File System for Disaggregated Persistent Memory | USENIX ATC '24 | Miao Cai, Junru Shen, Baoliu Ye | |
| PeRF: Preemption-enabled RDMA Framework | USENIX ATC '24 | Sugi Lee, Mingyu Choi, Ikjun Yeom, Younghoon Kim | |
| CyberStar: Simple, Elastic and Cost-Effective Network Functions Management in Cloud Network at Scale | USENIX ATC '24 | Tingting Xu, Bengbeng Xue, Yang Song, Xiaomin Wu, Xiaoxin Peng, Yilong Lyu, Xiaoliang Wang, Chen Tian, Baoliu Ye, Camtu Nguyen, Biao Lyu, Rong Wen, Zhigang Zong, Shunmin Zhu | |
| OSMOSIS: Enabling Multi-Tenancy in Datacenter SmartNICs | USENIX ATC '24 | Mikhail Khalilov, Marcin Chrapek, Siyuan Shen, Alessandro Vezzu, Thomas Benz, Salvatore Di Girolamo, Timo Schneider, Daniele De Sensi, Luca Benini, Torsten Hoefler | |
| More is Different: Prototyping and Analyzing a New Form of Edge Server with Massive Mobile SoCs | USENIX ATC '24 | Li Zhang, Zhe Fu, Boqing Shi, Xiang Li, Rujin Lai, Chenyang Yang, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu | |
| HiP4-UPF: Towards High-Performance Comprehensive 5G User Plane Function on P4 Programmable Switches | USENIX ATC '24 | Zhixin Wen, Guanhua Yan | |
| KEPC-Push: A Knowledge-Enhanced Proactive Content Push Strategy for Edge-Assisted Video Feed Streaming | USENIX ATC '24 | Ziwen Ye, Qing Li, Chunyu Qiao, Xiaoteng Ma, Yong Jiang, Qian Ma, Shengbin Meng, Zhenhui Yuan, Zili Meng | |
| High-density Mobile Cloud Gaming on Edge SoC Clusters | USENIX ATC '24 | Li Zhang, Shangguang Wang, Mengwei Xu | |
| Limitations and Opportunities of Modern Hardware Isolation Mechanisms | USENIX ATC '24 | Xiangdong Chen, Zhaofeng Li, Tirth Jain, Vikram Narayanan, Anton Burtsev | |
| FetchBPF: Customizable Prefetching Policies in Linux with eBPF | USENIX ATC '24 | Xuechun Cao, Shaurya Patel, Soo Yee Lim, Xueyuan Han, Thomas Pasquier | |
| Fast (Trapless) Kernel Probes Everywhere | USENIX ATC '24 | Jinghao Jia, Michael V. Le, Salman Ahmed, Dan Williams, Hani Jamjoom, Tianyin Xu | |
| HydraRPC: RPC in the CXL Era | USENIX ATC '24 | Teng Ma, Zheng Liu, Chengkun Wei, Jialiang Huang, Youwei Zhuo, Haoyu Li, Ning Zhang, Yijin Guan, Dimin Niu, Mingxing Zhang, Tao Ma |