Abstract is missing.
- Narrowing the Gap Between Serverless and its State with Storage FunctionsTian Zhang, Dong Xie 0001, Feifei Li 0001, Ryan Stutsman. 1-12 [doi]
- Cirrus: a Serverless Framework for End-to-end ML WorkflowsJoao Carreira, Pedro Fonseca, Alexey Tumanov, Andrew Zhang, Randy H. Katz. 13-24 [doi]
- Cartel: A System for Collaborative Transfer Learning at the EdgeHarshit Daga, Patrick K. Nicholson, Ada Gavrilovska, Diego Lugones. 25-37 [doi]
- Seamless Offloading of Web App Computations From Mobile Device to Edge Clouds via HTML5 Web Worker MigrationHyuk-Jin Jeong, Chang Hyun Shin, Kwang Yong Shin, Hyeon-Jae Lee, Soo-Mook Moon. 38-49 [doi]
- BigDL: A Distributed Deep Learning Framework for Big DataJason Jinquan Dai, Yiheng Wang, Xin Qiu, Ding Ding, Yao Zhang, Yanzhang Wang, Xianyan Jia, Cherry Li Zhang, Yan Wan, Zhichao Li, Jiao Wang, Shengsheng Huang, Zhongyuan Wu, Yang Wang, Yuhao Yang, Bowen She, Dongjie Shi, Qi Lu, Kai Huang, Guoqiong Song. 50-60 [doi]
- HyperSched: Dynamic Resource Reallocation for Model Development on a DeadlineRichard Liaw, Romil Bhardwaj, Lisa Dunlap, Yitian Zou, Joseph E. Gonzalez, Ion Stoica, Alexey Tumanov. 61-73 [doi]
- Matrix Profile XIV: Scaling Time Series Motif Discovery with GPUs to Break a Quintillion Pairwise Comparisons a Day and BeyondZachary Zimmerman, Kaveh Kamgar, Nader Shakibay Senobari, Brian Crites, Gareth J. Funning, Philip Brisk, Eamonn J. Keogh. 74-86 [doi]
- Grasper: A High Performance Distributed System for OLAP on Property GraphsHongzhi Chen, Changji Li, Juncheng Fang, Chenghuan Huang, James Cheng, Jian Zhang, Yifan Hou, Xiao Yan. 87-100 [doi]
- Lessons from Large-Scale Software as a Service at DatabricksMatei Zaharia. 101 [doi]
- Hotspot Mitigations for the MassesFabien Hermenier, Aditya Ramesh, Abhinay Nagpal, Himanshu Shukla, Ramesh Chandra. 102-113 [doi]
- DCUDA: Dynamic GPU Scheduling with Live Migration SupportFan Guo, Yongkun Li, John C. S. Lui, Yinlong Xu. 114-125 [doi]
- BurScale: Using Burstable Instances for Cost-Effective Autoscaling in the Public CloudAtaollah Fatahi Baarzi, Timothy Zhu, Bhuvan Urgaonkar. 126-138 [doi]
- Characterizing and Synthesizing Task Dependencies of Data-Parallel Jobs in Alibaba CloudHuangshi Tian, Yunchuan Zheng, Wei Wang 0030. 139-151 [doi]
- MME-FaaS Cloud-Native Control for Mobile NetworksSonika Jindal, Robert Ricci. 152-157 [doi]
- Centralized Core-granular Scheduling for Serverless FunctionsKostis Kaffes, Neeraja J. Yadwadkar, Christos Kozyrakis. 158-164 [doi]
- An automated, cross-layer instrumentation framework for diagnosing performance problems in distributed applicationsEmre Ates, Lily Sturmann, Mert Toslali, Orran Krieger, Richard Megginson, Ayse K. Coskun, Raja R. Sambasivan. 165-170 [doi]
- A System-Wide Debugging Assistant Powered by Natural Language ProcessingPradeep Dogga, Karthik Narasimhan, Anirudh Sivaraman, Ravi Netravali 0001. 171-177 [doi]
- Startups That Stand Out from the CloudSarah Guo. 178 [doi]
- Perceptual Compression for Video Storage and Processing SystemsAmrita Mazumdar, Brandon Haynes, Magda Balazinska, Luis Ceze, Alvin Cheung, Mark Oskin. 179-192 [doi]
- pRedis: Penalty and Locality Aware Memory Allocation in RedisCheng Pan, Yingwei Luo, Xiaolin Wang, Zhenlin Wang. 193-205 [doi]
- Acorn: Aggressive Result Caching in Distributed Data Processing FrameworksLana Ramjit, Matteo Interlandi, Eugene Wu 0002, Ravi Netravali 0001. 206-219 [doi]
- RapidCDC: Leveraging Duplicate Locality to Accelerate Chunking in CDC-based Deduplication SystemsFan Ni, Song Jiang. 220-232 [doi]
- Neptune: Scheduling Suspendable Tasks for Unified Stream/Batch ApplicationsPanagiotis Garefalakis, Konstantinos Karanasos, Peter R. Pietzuch. 233-245 [doi]
- Pigeon: an Effective Distributed, Hierarchical Datacenter Job SchedulerZhijun Wang 0001, Huiyang Li, Zhongwei Li, Xiaocui Sun, Jia Rao, Hao Che, Hong Jiang. 246-258 [doi]
- Pufferfish: Container-driven Elastic Memory Management for Data-intensive ApplicationsWei Chen 0038, Aidi Pi, Shaoqi Wang, Xiaobo Zhou 0002. 259-271 [doi]
- Scavenger: A Black-Box Batch Workload Resource Manager for Improving Utilization in Cloud EnvironmentsSeyyed Ahmad Javadi, Amoghavarsha Suresh, Muhammad Wajahat, Anshul Gandhi. 272-285 [doi]
- Securing Data in Compromised CloudsRaluca Ada Popa. 286 [doi]
- Repeatable Oblivious Shuffling of Large Outsourced Data BlocksZhilin Zhang, Ke Wang 0001, Weipeng Lin, Ada Wai-Chee Fu, Raymond Chi-Wing Wong. 287-298 [doi]
- WormSpace: A Modular Foundation for Simple, Verifiable Distributed SystemsJi-Yong Shin, Jieung Kim, Wolf Honoré, Hernán Vanzetto, Srihari Radhakrishnan, Mahesh Balakrishnan 0001, Zhong Shao. 299-311 [doi]
- Sifter: Scalable Sampling for Distributed Traces, without Feature EngineeringPedro Henrique B. Las-Casas, Giorgi Papakerashvili, Vaastav Anand, Jonathan Mace. 312-324 [doi]
- HP-Mapper: A High Performance Storage Driver for Docker ContainersFan Guo, Yongkun Li, Min Lv, Yinlong Xu, John C. S. Lui. 325-336 [doi]
- Software Data Planes: You Can't Always Spin to WinHossein Golestani, Amirhossein Mirhosseini, Thomas F. Wenisch. 337-350 [doi]
- Composing SDN Controller Enhancements with MozartZhenyu Zhou, Theophilus A. Benson. 351-363 [doi]
- Libra and the Art of Task Sizing in Big-Data Analytic SystemsRui Li, Peizhen Guo, Bo Hu, Wenjun Hu. 364-376 [doi]
- Coupling Decentralized Key-Value Stores with Erasure CodingLiangfeng Cheng, Yuchong Hu, Patrick P. C. Lee. 377-389 [doi]
- Agni: An Efficient Dual-access File System over Object StorageKunal Lillaney, Vasily Tarasov, David Pease, Randal C. Burns. 390-402 [doi]
- Analysis of and Optimization for Write-dominated Hybrid Storage Nodes in CloudShuyang Liu, Shucheng Wang, Qiang Cao, Ziyi Lu, Hong Jiang 0001, Jie Yao, Yuanyuan Dong, Puyuan Yang. 403-415 [doi]
- Peregrine: Workload Optimization for Cloud Query EnginesAlekh Jindal, Hiren Patel, Abhishek Roy, Shi Qiao, Zhicheng Yin, Rathijit Sen, Subru Krishnan. 416-427 [doi]
- Reverb: Speculative Debugging for Web ApplicationsRavi Netravali 0001, James Mickens. 428-440 [doi]
- Griffon: Reasoning about Job Anomalies with Unlabeled Data in Cloud-based PlatformsLiqun Shao, Yiwen Zhu, Siqi Liu, Abhiram Eswaran, Kristin Lieber, Janhavi Suresh Mahajan, Minsoo Thigpen, Sudhir Darbha, Subru Krishnan, Soundar Srinivasan, Carlo Curino, Konstantinos Karanasos. 441-452 [doi]
- TagSniff: Simplified Big Data Debugging for Dataflow JobsBertty Contreras-Rojas, Jorge-Arnulfo Quiané-Ruiz, Zoi Kaoudi, Saravanan Thirumuruganathan. 453-464 [doi]
- PerfDebug: Performance Debugging of Computation Skew in Dataflow SystemsJason Teoh, Muhammad Ali Gulzar, Guoqing Harry Xu, Miryung Kim. 465-476 [doi]
- Practical Cloud Workloads for Serverless FaaSJeongchul Kim, Kyungyong Lee. 477 [doi]
- Perphon: a ML-based Agent for Workload Co-location via Performance Prediction and Resource InferenceJianyong Zhu, Renyu Yang, Chunming Hu, Tianyu Wo, Shiqing Xue, Jin Ouyang, Jie Xu 0007. 478 [doi]
- Accordia: Adaptive Cloud Configuration Optimization for Recurring Data-Intensive ApplicationsYang Liu, Huanle Xu, Wing Cheong Lau. 479 [doi]
- Vote Them Out: Detecting and Eliminating Byzantine PeersTuan Tran, Priyanka Mondal, Roy Shadmon, Manthan Mallikarjun, Peter Alvaro, Owen Arden. 480 [doi]
- C-LSM: Cooperative Log Structured Merge TreesNatasha Mittal, Faisal Nawab. 481 [doi]
- WedgeDB: Transaction Processing for Edge DatabasesAbhishek A. Singh, Faisal Nawab. 482 [doi]
- Isopod: An Expressive DSL for Kubernetes ConfigurationCharles Xu, Dmitry Ilyevskiy. 483 [doi]
- Collaborative Edge-Cloud and Edge-Edge Video AnalyticsSamaa Gazzaz, Faisal Nawab. 484 [doi]
- Hy-FiX: Fast In-place upgrade of KVM hypervisorsAndrea Segalini, Dino Lopez Pacheco, Guillaume Urvoy-Keller, F. Hermenier, Quentin Jacquemart. 485 [doi]
- Towards a Library for Deterministic Failure Testing of Distributed SystemsArmin Balalaie, James A. Jones. 486 [doi]
- SpIitServe: Efficiently Splitting Complex Workloads Across FaaS and IaaSAman Jain, Ata F. Baarzi, Nader Alfares, George Kesidis, Bhuvan Urgaonkar, Mahmut T. Kandemir. 487 [doi]
- Linear Quadratic Regulator for Resource-Efficient Cloud ServicesYoungsuk Park, Kanak Mahadik, Ryan A. Rossi, Gang Wu, Handong Zhao. 488-489 [doi]
- Big Data Processing at Microsoft: Hyper Scale, Massive Complexity, and Minimal CostHiren Patel, Alekh Jindal, Clemens A. Szyperski. 490 [doi]