Table of Contents

• Llama: A Heterogeneous & Serverless Framework for Auto-Tuning Video Analytics PipelinesFrancisco Romero, Mark Zhao, Neeraja J. Yadwadkar, Christos Kozyrakis. 1-17 [doi]
• Lorien: Efficient Deep Learning Workloads DeliveryCody Hao Yu, Xingjian Shi, Haichen Shen, Zhi Chen, Mu Li 0003, Yida Wang. 18-32 [doi]
• Elastic Hyperparameter Tuning on the CloudLisa Dunlap, Kirthevasan Kandasamy, Ujval Misra, Richard Liaw, Michael I. Jordan, Ion Stoica, Joseph E. Gonzalez. 33-46 [doi]
• Siren: Byzantine-robust Federated Learning via Proactive AlarmingHanxi Guo, Hao Wang, Tao Song, Yang Hua, Zhangcheng Lv, Xiulang Jin, Zhengui Xue, Ruhui Ma, Haibing Guan. 47-60 [doi]
• Automating instrumentation choices for performance problems in distributed applications with VAIFMert Toslali, Emre Ates, Alex Ellis, Zhaoqi Zhang, Darby Huye, Lan Liu, Samantha Puterman, Ayse K. Coskun, Raja R. Sambasivan. 61-75 [doi]
• tprof: Performance profiling via structural aggregation and automated analysis of distributed systems tracesLexiang Huang, Timothy Zhu. 76-91 [doi]
• Cloud-Scale Runtime Verification of Serverless ApplicationsKalev Alpernas, Aurojit Panda, Leonid Ryzhyk, Mooly Sagiv. 92-107 [doi]
• Building Reliable Cloud Services Using Coyote ActorsPantazis Deligiannis, Narayanan Ganapathy, Akash Lal, Shaz Qadeer. 108-121 [doi]
• Faa$T: A Transparent Auto-Scaling Cache for Serverless ApplicationsFrancisco Romero, Gohar Irfan Chaudhry, Iñigo Goiri, Pragna Gopa, Paul Batum, Neeraja J. Yadwadkar, Rodrigo Fonseca, Christos Kozyrakis, Ricardo Bianchini. 122-137 [doi]
• Atoll: A Scalable Low-Latency Serverless PlatformArjun Singhvi, Arjun Balasubramanian, Kevin Houck, Mohammed Danish Shaikh, Shivaram Venkataraman, Aditya Akella. 138-152 [doi]
• Kraken: Adaptive Container Provisioning for Deploying Dynamic DAGs in Serverless PlatformsVivek M. Bhasi, Jashwant Raj Gunasekaran, Prashanth Thinakaran, Cyan Subhra Mishra, Mahmut Taylan Kandemir, Chita R. Das. 153-167 [doi]
• Mu: An Efficient, Fair and Responsive Serverless Framework for Resource-Constrained Edge CloudsViyom Mittal, Shixiong Qi, Ratnadeep Bhattacharya, Xiaosu Lyu, Junfeng Li, Sameer G. Kulkarni, Dan Li 0001, Jinho Hwang, K. K. Ramakrishnan, Timothy Wood 0001. 168-181 [doi]
• OneEdge: An Efficient Control Plane for Geo-Distributed InfrastructuresEnrique Saurez, Harshit Gupta, Alexandros Daglis, Umakishore Ramachandran. 182-196 [doi]
• Portkey: Adaptive Key-Value Placement over Dynamic Edge NetworksJoseph Noor, Mani B. Srivastava, Ravi Netravali. 197-213 [doi]
• Trisk: Task-Centric Data Stream ReconfigurationYancan Mao, Yuan Huang, Runxin Tian, Xin Wang, Richard T. B. Ma. 214-228 [doi]
• Good Things Come to Those Who Wait: Optimizing Job Waiting in the CloudPradeep Ambati, Noman Bashir, David E. Irwin 0001, Prashant J. Shenoy. 229-242 [doi]
• Mind the Gap: Broken Promises of CPU Reservations in Containerized Multi-tenant CloudsLi Liu, Haoliang Wang, An Wang 0002, Mengbai Xiao, Yue Cheng, Songqing Chen. 243-257 [doi]
• George: Learning to Place Long-Lived Containers in Large Clusters with Operation ConstraintsSuyi Li, LuPing Wang, Wei Wang, Yinghao Yu, Bo Li. 258-272 [doi]
• Sayer: Using Implicit Feedback to Optimize System PoliciesMathias Lécuyer, Sang-Hoon Kim, Mihir Nanavati, Junchen Jiang, Siddhartha Sen 0001, Aleksandrs Slivkins, Amit Sharma 0007. 273-288 [doi]
• Iter8: Online Experimentation in the CloudMert Toslali, Srinivasan Parthasarathy 0001, Fábio Oliveira, Hai Huang, Ayse K. Coskun. 289-304 [doi]
• Parallax: Hybrid Key-Value Placement in LSM-based Key-Value StoresGiorgos Xanthakis, Giorgos Saloustros, Nikos Batsaras, Anastasios Papagiannis, Angelos Bilas. 305-318 [doi]
• Provisioning Differentiated Last-Level Cache Allocations to VMs in Public CloudsMohammad Shahrad, Sameh Elnikety, Ricardo Bianchini. 319-334 [doi]
• Latency-Aware Dynamic Server and Cooling Capacity Provisioner for Data CentersAnuroop Desu, Udaya Puvvadi, Tyler Stachecki, Sagar Vishwakarma, Sadegh Khalili, Kanad Ghose, Bahgat G. Sammakia. 335-349 [doi]
• Enabling Sustainable Clouds: The Case for Virtualizing the Energy SystemNoman Bashir, Tian Guo 0001, Mohammad H. Hajiesmaili, David E. Irwin 0001, Prashant J. Shenoy, Ramesh K. Sitaraman, Abel Souza, Adam Wierman. 350-358 [doi]
• OptDebug: Fault-Inducing Operation Isolation for Dataflow ApplicationsMuhammad Ali Gulzar, Miryung Kim. 359-372 [doi]
• Falkirk Wheel: Rollback Recovery for Dataflow SystemsIonel Gog, Michael Isard, Martín Abadi. 373-387 [doi]
• Service-Level Fault Injection TestingChristopher S. Meiklejohn, Andrea Estrada, Yiwen Song, Heather Miller, Rohan Padhye. 388-402 [doi]
• Towards Reliable AI for Source Code UnderstandingSahil Suneja, Yunhui Zheng, Yufan Zhuang, Jim Alain Laredo, Alessandro Morari. 403-411 [doi]
• Characterizing Microservice Dependency and Performance: Alibaba Trace AnalysisShutian Luo, Huanle Xu, Chengzhi Lu, Kejiang Ye, Guoyao Xu, Liping Zhang, Yu Ding, Jian He, Chengzhong Xu 0001. 412-426 [doi]
• SHOWAR: Right-Sizing And Efficient Scheduling of MicroservicesAtaollah Fatahi Baarzi, George Kesidis. 427-441 [doi]
• Parslo: A Gradient Descent-based Approach for Near-optimal Partial SLO Allotment in MicroservicesAmirhossein Mirhosseini, Sameh Elnikety, Thomas F. Wenisch. 442-457 [doi]
• 3MileBeach: A Tracer with TeethJun Zhang, Robert Ferydouni, Aldrin Montana, Daniel Bittman, Peter Alvaro. 458-472 [doi]
• Version Reconciliation for Collaborative DatabasesNalin Ranjan, Zechao Shang, Sanjay Krishnan, Aaron J. Elmore. 473-488 [doi]
• Scaling Blockchains Using Pipelined Execution and Sparse PeersParth Thakkar, Senthilnathan Natarajan. 489-502 [doi]
• Fast and Accurate Optimizer for Query Processing over Knowledge GraphsJingqi Wu, Rong Chen 0001, Yubin Xia. 503-517 [doi]
• Secure Namespaced Kernel Audit for ContainersSoo-Yee Lim, Bogdan Stelea, Xueyuan Han, Thomas F. J.-M. Pasquier. 518-532 [doi]
• Lasagna: Accelerating Secure Deep Learning Inference in SGX-enabled Edge CloudYuepeng Li, Deze Zeng, Lin Gu, Quan Chen, Song Guo 0001, Albert Y. Zomaya, Minyi Guo. 533-545 [doi]
• Citadel: Protecting Data Privacy and Model Confidentiality for Collaborative LearningChengliang Zhang, Junzhe Xia, Baichen Yang, Huancheng Puyang, Wei Wang 0030, Ruichuan Chen, Istemi Ekin Akkus, Paarijaat Aditya, Feng Yan 0001. 546-561 [doi]
• Tell me when you are sleepy and what may wake you up!Djob Mvondo, Antonio Barbalace, Alain Tchana, Gilles Muller. 562-569 [doi]
• ServerMore: Opportunistic Execution of Serverless Functions in the CloudAmoghavarsha Suresh, Anshul Gandhi. 570-584 [doi]
• Speedo: Fast dispatch and orchestration of serverless workflowsNilanjan Daw, Umesh Bellur, Purushottam Kulkarni. 585-599 [doi]
• On Merits and Viability of Multi-Cloud ServerlessAtaollah Fatahi Baarzi, George Kesidis, Carlee Joe-Wong, Mohammad Shahrad. 600-608 [doi]
• Chronus: A Novel Deadline-aware Scheduler for Deep Learning Training JobsWei Gao, Zhisheng Ye, Peng Sun, Yonggang Wen 0001, Tianwei Zhang 0004. 609-623 [doi]
• Scrooge: A Cost-Effective Deep Learning Inference SystemYitao Hu, Rajrup Ghosh, Ramesh Govindan. 624-638 [doi]
• Morphling: Fast, Near-Optimal Auto-Configuration for Cloud-Native Model ServingLuPing Wang, Lingyun Yang, Yinghao Yu, Wei Wang, Bo Li, Xianchao Sun, Jian He, Liping Zhang. 639-653 [doi]
• Clamor: Extending Functional Cluster Computing Frameworks with Fine-Grained Remote Memory AccessPratiksha Thaker, Hudson Ayers, Deepti Raghavan, Ning Niu, Philip Alexander Levis, Matei Zaharia. 654-669 [doi]