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ORCID13th SoCC 2022: San Francisco, CA, USA
- Ada Gavrilovska, Deniz Altinbüken, Carsten Binnig:
Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, San Francisco, California, November 7-11, 2022. ACM 2022, ISBN 978-1-4503-9414-7
Resource management
- Manos Pavlidakis, Stelios Mavridis, Antony Chazapis, Giorgos Vasiliadis
, Angelos Bilas:
Arax: a runtime framework for decoupling applications from heterogeneous accelerators. 1-15 - Ziliang Wang, Shiyi Zhu, Jianguo Li, Wei Jiang, K. K. Ramakrishnan, Yangfei Zheng, Meng Yan, Xiaohong Zhang, Alex X. Liu:
DeepScaling: microservices autoscaling for stable CPU utilization in large scale cloud systems. 16-30 - Wenda Tang, Yutao Ke, Senbo Fu, Hongliang Jiang, Junjie Wu, Qian Peng, Feng Gao:
Demeter: QoS-aware CPU scheduling to reduce power consumption of multiple black-box workloads. 31-46 - Romil Bhardwaj, Alexey Tumanov, Stephanie Wang, Richard Liaw, Philipp Moritz, Robert Nishihara, Ion Stoica:
ESCHER: expressive scheduling with ephemeral resources. 47-62 - Hafiz Mohsin Bashir, Abdullah Bin Faisal, Fahad R. Dogar:
Network resource management as a database problem. 63-71 - Jungeun Shin, Diana Arroyo, Asser N. Tantawi, Chen Wang, Alaa Youssef, Rakesh Nagi:
Cloud-native workflow scheduling using a hybrid priority rule and dynamic task parallelism. 72-77 - Huangshi Tian, Suyi Li, Ao Wang, Wei Wang, Tianlong Wu, Haoran Yang:
Owl: performance-aware scheduling for resource-efficient function-as-a-service cloud. 78-93 - Jiuchen Shi, Kaihua Fu, Quan Chen, Changpeng Yang, Pengfei Huang, Mosong Zhou, Jieru Zhao, Chen Chen, Minyi Guo:
Characterizing and orchestrating VM reservation in geo-distributed clouds to improve the resource efficiency. 94-109
Cloud infrastructure & hardware
- Alexandra Fedorova, Keith A. Smith, Keith Bostic, Susan J. LoVerso, Michael J. Cahill, Alexander Gorrod:
Writes hurt: lessons in cache design for optane NVRAM. 110-125 - Supriyo Ghosh, Manish Shetty, Chetan Bansal, Suman Nath:
How to fight production incidents?: an empirical study on a large-scale cloud service. 126-141 - Themis Melissaris, Kunal Nabar, Rares Radut, Samir Rehmtulla, Arthur Shi, Samartha Chandrashekar, Ioannis Papapanagiotou:
Elastic cloud services: scaling snowflake's control plane. 142-157 - Haotian Liu, Bo Tang, Jiashu Zhang, Yangshen Deng, Xiao Yan, Xinying Zheng, Qiaomu Shen, Dan Zeng, Zunyao Mao, Chaozu Zhang, Zhengxin You, Zhihao Wang, Runzhe Jiang, Fang Wang, Man Lung Yiu, Huan Li, Mingji Han, Qian Li, Zhenghai Luo:
GHive: accelerating analytical query processing in apache hive via CPU-GPU heterogeneous computing. 158-172 - Baolin Li, Tirthak Patel, Siddharth Samsi, Vijay Gadepally, Devesh Tiwari:
MISO: exploiting multi-instance GPU capability on multi-tenant GPU clusters. 173-189 - Kamala Ramasubramanian, Eliana Phillips, Peter Alvaro:
Mining microservice design patterns. 190-195 - Jie Zhang, Chen Jin, Yuqi Huang, Li Yi, Yu Ding, Fei Guo:
KOLE: breaking the scalability barrier for managing far edge nodes in cloud. 196-209 - Yongkang Zhang, Yinghao Yu, Wei Wang, Qiukai Chen, Jie Wu, Zuowei Zhang, Jiang Zhong, Tianchen Ding, Qizhen Weng, Lingyun Yang, Cheng Wang, Jian He, Guodong Yang, Liping Zhang:
Workload consolidation in alibaba clusters: the good, the bad, and the ugly. 210-225 - Chenlei Tang, Jiguang Wan, Zhi-hu Tan, Guokuan Li:
Accelerating range queries of primary and secondary indices for key-value separation. 226-239
Serverless
- Kaiyu Hou, Sen Lin, Yan Chen, Vinod Yegneswaran:
QFaaS: accelerating and securing serverless cloud networks with QUIC. 240-256 - Vivek M. Bhasi, Jashwant Raj Gunasekaran, Aakash Sharma, Mahmut Taylan Kandemir, Chita R. Das:
Cypress: input size-sensitive container provisioning and request scheduling for serverless platforms. 257-272 - Christopher Meiklejohn, Lydia Stark, Cesare Celozzi, Matt Ranney, Heather Miller:
Method overloading the circuit. 273-288 - Kostis Kaffes, Neeraja J. Yadwadkar, Christos Kozyrakis:
Hermod: principled and practical scheduling for serverless functions. 289-305 - Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer:
SIMPPO: a scalable and incremental online learning framework for serverless resource management. 306-322 - Sashko Ristov, Mika Hautz, Christian Hollaus, Radu Prodan:
SimLess: simulate serverless workflows and their twins and siblings in federated FaaS. 323-339
Machine learning & analytics
- Haodong Wang, Kuntai Du, Junchen Jiang:
Minimizing packet retransmission for real-time video analytics. 340-347 - Wei Gao, Peng Sun, Yonggang Wen, Tianwei Zhang:
Titan: a scheduler for foundation model fine-tuning workloads. 348-354 - Shutian Luo, Huanle Xu, Kejiang Ye, Guoyao Xu, Liping Zhang, Guodong Yang, Chengzhong Xu:
The power of prediction: microservice auto scaling via workload learning. 355-369 - Zhifeng Jiang, Wei Wang, Baochun Li, Bo Li:
Pisces: efficient federated learning via guided asynchronous training. 370-385 - Amelie Chi Zhou, Ruibo Qiu, Thomas Lambert, Tristan Allard, Shadi Ibrahim, Amr El Abbadi:
PGPregel: an end-to-end system for privacy-preserving graph processing in geo-distributed data centers. 386-402 - Shiwei Zhang, Lansong Diao, Chuan Wu, Siyu Wang, Wei Lin:
Accelerating large-scale distributed neural network training with SPMD parallelism. 403-418 - Thomas Davidson, Jonathan Mace:
See it to believe it?: the role of visualisation in systems research. 419-428 - Wuhui Chen, Xiaoyu Qiu, Zicong Hong, Zibin Zheng, Hong-Ning Dai, Jianting Zhang:
Proactive look-ahead control of transaction flows for high-throughput payment channel network. 429-444 - Kuo Zhang, Peijian Wang, Ning Gu, Thu D. Nguyen:
GreenDRL: managing green datacenters using deep reinforcement learning. 445-460
Virtualization
- Yuewen Wu, Heng Wu, Diaohan Luo, Yuanjia Xu, Yi Hu, Wenbo Zhang, Hua Zhong:
Serving unseen deep learning models with near-optimal configurations: a fast adaptive search approach. 461-476 - Weiwei Jia, Jiyuan Zhang, Jianchen Shan, Jing Li, Xiaoning Ding:
Achieving low latency in public edges by hiding workloads mutual interference. 477-492 - Jianfeng Wang, Tamás Lévai, Zhuojin Li, Marcos A. M. Vieira, Ramesh Govindan, Barath Raghavan:
Quadrant: a cloud-deployable NF virtualization platform. 493-509 - Gaulthier Gain, Cyril Soldani, Felipe Huici, Laurent Mathy:
Want more unikernels?: inflate them! 510-525 - Daniel G. Waddington, Moshik Hershcovitch, Swaminathan Sundararaman, Clem Dickey:
A case for using cache line deltas for high frequency VM snapshotting. 526-539 - Syed M. Iqbal, Haley Li, Shane Bergsma, Ivan Beschastnikh, Alan J. Hu:
CoSpot: a cooperative VM allocation framework for increased revenue from spot instances. 540-556
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