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USENIX Annual Technical Conference 2021
- Irina Calciu, Geoff Kuenning:
Proceedings of the 2021 USENIX Annual Technical Conference, USENIX ATC 2021, July 14-16, 2021. USENIX Association 2021
Peeking over the Fence: RDMA
- Konstantin Taranov, Rodrigo Bruno, Gustavo Alonso, Torsten Hoefler:
Naos: Serialization-free RDMA networking in Java. 1-14 - Pengfei Zuo, Jiazhao Sun, Liu Yang, Shuangwu Zhang, Yu Hua:
One-sided RDMA-Conscious Extendible Hashing for Disaggregated Memory. 15-29
Barking up the Wrong Tree: Correctness and Debugging
- Wenwen Wang:
MLEE: Effective Detection of Memory Leaks on Early-Exit Paths in OS Kernels. 31-45
Peeking over the Fence: RDMA
- Maksym Planeta, Jan Bierbaum, Leo Sahaya Daphne Antony, Torsten Hoefler, Hermann Härtig:
MigrOS: Transparent Live-Migration Support for Containerised RDMA Applications. 47-63
Please Don't Chain Me Up: Blockchain and Security
- Maurice Bailleu, Dimitra Giantsidi, Vasilis Gavrielatos, Do Le Quoc, Vijay Nagarajan, Pramod Bhatotia:
Avocado: A Secure In-Memory Distributed Storage System. 65-79
Can I Come In? It's Raining!: Cloud Computing
- Yihui Feng, Zhi Liu, Yunjian Zhao, Tatiana Jin, Yidi Wu, Yang Zhang, James Cheng, Chao Li, Tao Guan:
Scaling Large Production Clusters with Partitioned Synchronization. 81-97
My Tail Never Has Any Latency: OS & Hardware
- John K. Ousterhout:
A Linux Kernel Implementation of the Homa Transport Protocol. 99-115
Friends Fur-Ever: Persistent Memory and In-Memory Computing
- Joel Nider, Craig Mustard, Andrada Zoltan, John Ramsden, Larry Liu, Jacob Grossbard, Mohammad Dashti, Romaric Jodin, Alexandre Ghiti, Jordi Chauzi, Alexandra Fedorova:
A Case Study of Processing-in-Memory in off-the-Shelf Systems. 117-130
Can I Come In? It's Raining!: Cloud Computing
- Liqun Li, Xu Zhang, Xin Zhao, Hongyu Zhang, Yu Kang, Pu Zhao, Bo Qiao, Shilin He, Pochian Lee, Jeffrey Sun, Feng Gao, Li Yang, Qingwei Lin, Saravanakumar Rajmohan, Zhangwei Xu, Dongmei Zhang:
Fighting the Fog of War: Automated Incident Detection for Cloud Systems. 131-146
Barking up the Wrong Tree: Correctness and Debugging
- Mingzhe Wang, Jie Liang, Chijin Zhou, Yu Jiang, Rui Wang, Chengnian Sun, Jiaguang Sun:
RIFF: Reduced Instruction Footprint for Coverage-Guided Fuzzing. 147-159
SIT, Fido!: Training Machine Learning Algorithms
- Gangmuk Lim, Jeongseob Ahn, Wencong Xiao, Youngjin Kwon, Myeongjae Jeon:
Zico: Efficient GPU Memory Sharing for Concurrent DNN Training. 161-175
I'm Old But I Learned a New Trick: Machine Learning
- Qihua Zhou, Song Guo, Zhihao Qu, Jingcai Guo, Zhenda Xu, Jiewei Zhang, Tao Guo, Boyuan Luo, Jingren Zhou:
Octo: INT8 Training with Loss-aware Compensation and Backward Quantization for Tiny On-device Learning. 177-191
Barking up the Wrong Tree: Correctness and Debugging
- Lingmei Weng, Peng Huang
, Jason Nieh, Junfeng Yang:
Argus: Debugging Performance Issues in Modern Desktop Applications with Annotated Causal Tracing. 193-207
Searching for Tracks: Graphs
- Vasileios Trigonakis, Jean-Pierre Lozi, Tomás Faltín, Nicholas P. Roth, Iraklis Psaroudakis, Arnaud Delamare, Vlad Haprian, Calin Iorgulescu, Petr Koupy, Jinsoo Lee, Sungpack Hong, Hassan Chafi:
aDFS: An Almost Depth-First-Search Distributed Graph-Querying System. 209-224 - Cangyuan Li, Ying Wang, Cheng Liu, Shengwen Liang, Huawei Li, Xiaowei Li:
GLIST: Towards In-Storage Graph Learning. 225-238 - Pinchao Liu, Dilma Da Silva, Liting Hu:
DART: A Scalable and Adaptive Edge Stream Processing Engine. 239-252 - Huangshi Tian, Minchen Yu, Wei Wang:
CrystalPerf: Learning to Characterize the Performance of Dataflow Computation through Code Analysis. 253-267 - Pourya Vaziri, Keval Vora:
Controlling Memory Footprint of Stateful Streaming Graph Processing. 269-283
But You Played with Me Yesterday: Serverless Computing and Consistency
- Ashraf Mahgoub, Karthick Shankar, Subrata Mitra, Ana Klimovic
SONIC: Application-aware Data Passing for Chained Serverless Applications. 285-301
Dogs Never Get Tired: Power and Edge Computing
- Jiayi Meng, Qiang Xu, Y. Charlie Hu:
Proactive Energy-Aware Adaptive Video Streaming on Mobile Devices. 303-316
Please Don't Chain Me Up: Blockchain and Security
- Giacomo Giuliari, Tommaso Ciussani, Adrian Perrig, Ankit Singla:
ICARUS: Attacking low Earth orbit satellite networks. 317-331 - Soujanya Ponnapalli, Aashaka Shah, Souvik Banerjee, Dahlia Malkhi, Amy Tai, Vijay Chidambaram
RainBlock: Faster Transaction Processing in Public Blockchains. 333-347
Barking up the Wrong Tree: Correctness and Debugging
- Haochen Huang, Chengcheng Xiang, Li Zhong, Yuanyuan Zhou:
PYLIVE: On-the-Fly Code Change for Python-based Online Services. 349-363
Dogs Never Get Tired: Power and Edge Computing
- Sam Son, Seung Yul Lee, Yunho Jin, Jonghyun Bae, Jinkyu Jeong, Tae Jun Ham, Jae W. Lee, Hongil Yoon:
ASAP: Fast Mobile Application Switch via Adaptive Prepaging. 365-380
I'm Old But I Learned a New Trick: Machine Learning
- Saar Eliad, Ido Hakimi, Alon De Jagger, Mark Silberstein, Assaf Schuster:
Fine-tuning giant neural networks on commodity hardware with automatic pipeline model parallelism. 381-396 - Francisco Romero, Qian Li, Neeraja J. Yadwadkar, Christos Kozyrakis:
INFaaS: Automated Model-less Inference Serving. 397-411 - Minghua Ma, Shenglin Zhang, Junjie Chen, Jim Xu, Haozhe Li, Yongliang Lin, Xiaohui Nie, Bo Zhou, Yong Wang, Dan Pei:
Jump-Starting Multivariate Time Series Anomaly Detection for Online Service Systems. 413-426 - Boyuan Feng, Yuke Wang, Gushu Li, Yuan Xie, Yufei Ding:
Palleon: A Runtime System for Efficient Video Processing toward Dynamic Class Skew. 427-441
Can I Come In? It's Raining!: Cloud Computing
- Ao Wang, Shuai Chang, Huangshi Tian, Hongqi Wang, Haoran Yang, Huiba Li, Rui Du, Yue Cheng:
FaaSNet: Scalable and Fast Provisioning of Custom Serverless Container Runtimes at Alibaba Cloud Function Compute. 443-457
Dogs Never Get Tired: Power and Edge Computing
- Mengwei Xu, Tiantu Xu, Yunxin Liu, Felix Xiaozhu Lin:
Video Analytics with Zero-streaming Cameras. 459-472 - Alok Gautam Kumbhare, Reza Azimi, Ioannis Manousakis, Anand Bonde, Felipe Vieira Frujeri, Nithish Mahalingam, Pulkit A. Misra, Seyyed Ahmad Javadi, Bianca Schroeder, Marcus Fontoura, Ricardo Bianchini:
Prediction-Based Power Oversubscription in Cloud Platforms. 473-487
Barking up the Wrong Tree: Correctness and Debugging
- Yong-Hao Zou
TCP-Fuzz: Detecting Memory and Semantic Bugs in TCP Stacks with Fuzzing. 489-502
SIT, Fido!: Training Machine Learning Algorithms
- Geoffrey X. Yu, Yubo Gao, Pavel Golikov, Gennady Pekhimenko:
Habitat: A Runtime-Based Computational Performance Predictor for Deep Neural Network Training. 503-521
Peeking over the Fence: RDMA
- Xingda Wei, Xiating Xie, Rong Chen, Haibo Chen, Binyu Zang:
Characterizing and Optimizing Remote Persistent Memory with RDMA and NVM. 523-536
SIT, Fido!: Training Machine Learning Algorithms
- Gyewon Lee, Irene Lee, Hyeonmin Ha, Kyung-Geun Lee, Hwarim Hyun, Ahnjae Shin, Byung-Gon Chun:
Refurbish Your Training Data: Reusing Partially Augmented Samples for Faster Deep Neural Network Training. 537-550 - Jie Ren, Samyam Rajbhandari, Reza Yazdani Aminabadi, Olatunji Ruwase, Shuangyan Yang, Minjia Zhang, Dong Li, Yuxiong He:
ZeRO-Offload: Democratizing Billion-Scale Model Training. 551-564
Please Don't Chain Me Up: Blockchain and Security
- Yeonsoo Kim, Seongho Jeong, Kamil Jezek, Bernd Burgstaller, Bernhard Scholz:
An Off-The-Chain Execution Environment for Scalable Testing and Profiling of Smart Contracts. 565-579
I Can Smell That Fluffy Was Here: Networks
- Patrick Jahnke, Vincent Riesop, Pierre-Louis Roman, Pavel Chuprikov, Patrick Eugster:
Live in the Express Lane. 581-595 - Paizhuo Chen, Zhice Yang:
Understanding Precision Time Protocol in Today's Wi-Fi Networks: A Measurement Study. 597-610 - Xu Li, Feilong Tang, Jiacheng Liu, Laurence T. Yang, Luoyi Fu, Long Chen:
AUTO: Adaptive Congestion Control Based on Multi-Objective Reinforcement Learning for the Satellite-Ground Integrated Network. 611-624 - Arthur Selle Jacobs, Ricardo J. Pfitscher, Rafael Hengen Ribeiro, Ronaldo A. Ferreira
Hey, Lumi! Using Natural Language for Intent-Based Network Management. 625-639
I Buried That Bone Here Somewhere: Storage
- Shiyao Lin, Guowen Gong, Zhirong Shen, Patrick P. C. Lee, Jiwu Shu:
Boosting Full-Node Repair in Erasure-Coded Storage. 641-655 - Yuhong Liang, Tsun-Yu Yang, Ming-Chang Yang:
KVIMR: Key-Value Store Aware Data Management Middleware for Interlaced Magnetic Recording Based Hard Disk Drive. 657-671 - Yongkun Li, Zhen Liu, Patrick P. C. Lee, Jiayu Wu, Yinlong Xu, Yi Wu, Liu Tang, Qi Liu, Qiu Cui:
Differentiated Key-Value Storage Management for Balanced I/O Performance. 673-687 - Matias Bjørling, Abutalib Aghayev, Hans Holmberg, Aravind Ramesh, Damien Le Moal, Gregory R. Ganger, George Amvrosiadis:
ZNS: Avoiding the Block Interface Tax for Flash-based SSDs. 689-703 - Lujia Yin, Li Wang, Yiming Zhang, Yuxing Peng:
MapperX: Adaptive Metadata Maintenance for Fast Crash Recovery of DM-Cache Based Hybrid Storage Devices. 705-713
My Tail Never Has Any Latency: OS & Hardware
- Jonghyeon Kim, Wonkyo Choe, Jeongseob Ahn:
Exploring the Design Space of Page Management for Multi-Tiered Memory Systems. 715-728 - Dongup Kwon, Dongryeong Kim, Junehyuk Boo, Wonsik Lee, Jangwoo Kim:
A Fast and Flexible Hardware-based Virtualization Mechanism for Computational Storage Devices. 729-743 - Mathias Gottschlag, Philipp Machauer, Yussuf Khalil, Frank Bellosa:
Fair Scheduling for AVX2 and AVX-512 Workloads. 745-758 - Siyao Zhao, Haoyu Gu, Ali José Mashtizadeh:
SKQ: Event Scheduling for Optimizing Tail Latency in a Traditional OS Kernel. 759-772
Friends Fur-Ever: Persistent Memory and In-Memory Computing
- Madhava Krishnan Ramanathan, Wook-Hee Kim, Xinwei Fu, Sumit Kumar Monga, Hee Won Lee, Minsung Jang, Ajit Mathew, Changwoo Min:
TIPS: Making Volatile Index Structures Persistent with DRAM-NVMM Tiering. 773-787 - Hanxian Huang, Zixuan Wang, Juno Kim, Steven Swanson, Jishen Zhao:
Ayudante: A Deep Reinforcement Learning Approach to Assist Persistent Memory Programming. 789-804
But You Played with Me Yesterday: Serverless Computing and Consistency
- Swaroop Kotni, Ajay Nayak, Vinod Ganapathy, Arkaprava Basu:
Faastlane: Accelerating Function-as-a-Service Workflows. 805-820
Friends Fur-Ever: Persistent Memory and In-Memory Computing
- Hiwot Tadese Kassa, Jason Akers, Mrinmoy Ghosh, Zhichao Cao, Vaibhav Gogte, Ronald G. Dreslinski:
Improving Performance of Flash Based Key-Value Stores Using Storage Class Memory as a Volatile Memory Extension. 821-837 - Hyunsub Song, Shean Kim, J. Hyun Kim, Ethan J. H. Park, Sam H. Noh:
First Responder: Persistent Memory Simultaneously as High Performance Buffer Cache and Storage. 839-853
I Can Smell That Fluffy Was Here: Networks
- Zhehui Zhang, Haiyang Zheng, Jiayao Hu, Xiangning Yu, Chenchen Qi, Xuemei Shi, Guohui Wang:
Hashing Linearity Enables Relative Path Control in Data Centers. 855-862
Time to File the Claws: Files
- Qianbo Huai, Windsor Hsu, Jiwei Lu, Hao Liang, Haobo Xu, Wei Chen:
XFUSE: An Infrastructure for Running Filesystem Services in User Space. 863-875 - Xiaojian Liao, Youyou Lu, Erci Xu, Jiwu Shu:
Max: A Multicore-Accelerated File System for Flash Storage. 877-891 - Jongseok Kim, Cassiano Campes, Joo Young Hwang, Jinkyu Jeong, Euiseong Seo:
Z-Journal: Scalable Per-Core Journaling. 893-906 - Jeoungahn Park, Taeho Hwang, Jongmoo Choi, Changwoo Min, Youjip Won:
LODIC: Logical Distributed Counting for Scalable File Access. 907-921
But You Played with Me Yesterday: Serverless Computing and Consistency
- Manuel Bravo, Alexey Gotsman, Borja de Régil, Hengfeng Wei:
UniStore: A fault-tolerant marriage of causal and strong consistency. 923-937 - Zhizhou Zhang, Milind Chabbi, Adam Welc, Timothy Sherwood:
Optimistic Concurrency Control for Real-world Go Programs. 939-955
Please Don't Chain Me Up: Blockchain and Security
- Yanjing Ren, Jingwei Li, Zuoru Yang, Patrick P. C. Lee, Xiaosong Zhang:
Accelerating Encrypted Deduplication via SGX. 957-971
Can I Come In? It's Raining!: Cloud Computing
- Michael Hao Tong, Robert L. Grossman, Haryadi S. Gunawi:
Experiences in Managing the Performance and Reliability of a Large-Scale Genomics Cloud Platform. 973-988
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