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8 | 8 | | :-: | :-: | :-: | :-- | |
9 | 9 | | 2020-09-21 | Resource Management | Yuchen Cheng and Yalun Lin Hsu | [**Large-scale cluster management at Google with Borg**](https://doi.org/10.1145/2741948.2741964) (Abhishek Verma, Luis Pedrosa, Madhukar R. Korupolu, David Oppenheimer, Eric Tune, and John Wilkes) [EuroSys '15]<br>[**Autopilot: workload autoscaling at Google**](https://doi.org/10.1145/3342195.3387524) (Krzysztof Rzadca, Pawel Findeisen, Jacek Swiderski, Przemyslaw Zych, Przemyslaw Broniek, Jarek Kusmierek, Pawel Nowak, Beata Strack, Piotr Witusowski, Steven Hand, and John Wilkes) [EuroSys '20]<br><br>[**Medea: scheduling of long running applications in shared production clusters**](https://doi.org/10.1145/3190508.3190549) (Panagiotis Garefalakis, Konstantinos Karanasos, Peter Pietzuch, Arun Suresh, and Sriram Rao) [EuroSys '18]<br>[**Neptune: Scheduling Suspendable Tasks for Unified Stream/Batch Applications**](https://doi.org/10.1145/3357223.3362724) (Panagiotis Garefalakis, Konstantinos Karanasos, and Peter Pietzuch) [SoCC '19]<br><br>**Optional:**<br>[**Borg, Omega, and Kubernetes: Lessons learned from three container-management systems over a decade**](https://dl.acm.org/doi/10.1145/2898442.2898444) (Brendan Burns, Brian Grant, David Oppenheimer, Eric Brewer, and John Wilkes) | |
10 | 10 | | 2020-09-28 | Serverless | Yalun Lin Hsu and Yuchen Cheng | [**Cloud Programming Simplified: A Berkeley View on Serverless Computing**](https://arxiv.org/abs/1902.03383) (Eric Jonas, Johann Schleier-Smith, Vikram Sreekanti, Chia-Che Tsai, Anurag Khandelwal, Qifan Pu, Vaishaal Shankar, Joao Carreira, Karl Krauth, Neeraja Yadwadkar, Joseph E. Gonzalez, Raluca Ada Popa, Ion Stoica, and David A. Patterson)<br>[**SOCK: Rapid Task Provisioning with Serverless-Optimized Containers**](https://www.usenix.org/conference/atc18/presentation/oakes) (Edward Oakes, Leon Yang, Dennis Zhou, and Kevin Houck, University of Wisconsin-Madison; Tyler Harter, Microsoft, GSL; Andrea C. Arpaci-Dusseau and Remzi H. Arpaci-Dusseau, University of Wisconsin-Madison) [USENIX ATC '18]<br><br>[**SAND: Towards High-Performance Serverless Computing**](https://www.usenix.org/conference/atc18/presentation/akkus) (Istemi Ekin Akkus, Ruichuan Chen, Ivica Rimac, Manuel Stein, Klaus Satzke, Andre Beck, Paarijaat Aditya, and Volker Hilt, Nokia Bell Labs) [USENIX ATC '18]<br>[**Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider**](https://www.usenix.org/conference/atc20/presentation/shahrad) (Mohammad Shahrad, Rodrigo Fonseca, Íñigo Goiri, Gohar Chaudhry, Paul Batum, Jason Cooke, Eduardo Laureano, Colby Tresness, Mark Russinovich, and Ricardo Bianchini, Microsoft Azure and Microsoft Research) [USENIX ATC '20] | |
11 | | -| 2020-10-12 | Batch and Stream Processing | Yalun Lin Hsu and Yuchen Cheng | [**Resilient distributed datasets: a fault-tolerant abstraction for in-memory cluster computing**](https://www.usenix.org/conference/nsdi12/technical-sessions/presentation/zaharia) (Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, Murphy McCauley, Michael J. Franklin, Scott Shenker, and Ion Stoica) [NSDI '12]<br>[**Discretized streams: fault-tolerant streaming computation at scale**](https://dl.acm.org/doi/10.1145/2517349.2522737) (Matei Zaharia, Tathagata Das, Haoyuan Li, Timothy Hunter, Scott Shenker, and Ion Stoica) [SOSP '13]<br><br>[**The dataflow model: a practical approach to balancing correctness, latency, and cost in massive-scale, unbounded, out-of-order data processing**](https://doi.org/10.14778/2824032.2824076) (Tyler Akidau, Robert Bradshaw, Craig Chambers, Slava Chernyak, Rafael J. Ferna ́ndez-Moctezuma, Reuven Lax, Sam McVeety, Daniel Mills, Frances Perry, Eric Schmidt, and Sam Whittle) [VLDB]<br>[**Apache Flink™: Stream and Batch Processing in a Single Engine**](http://sites.computer.org/debull/A15dec/p28.pdf) (Paris Carbone, Asterios Katsifodimos, Stephan Ewen, Volker Markl, Seif Haridi, and Kostas Tzoumas)<br><br>[**Drizzle: Fast and Adaptable Stream Processing at Scale**](https://doi.org/10.1145/3132747.3132750) (Shivaram Venkataraman, Aurojit Panda, Kay Ousterhout, Michael Armbrust, Ali Ghodsi, Michael J. Franklin, Benjamin Recht, and Ion Stoica) [SOSP '17]<br>[**Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark**](https://doi.org/10.1145/3183713.3190664) (Michael Armbrust, Tathagata Das, Joseph Torres, Burak Yavuz, Shixiong Zhu, Reynold Xin, Ali Ghodsi, Ion Stoica, and Matei Zaharia) [SIGMOD '18] | |
| 11 | +| 2020-10-09 | Batch Processing | Hongyi Long, Zhiyuan Ma, and Zhenglin Xu | [**Resilient distributed datasets: a fault-tolerant abstraction for in-memory cluster computing**](https://www.usenix.org/conference/nsdi12/technical-sessions/presentation/zaharia) (Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, Murphy McCauley, Michael J. Franklin, Scott Shenker, and Ion Stoica) [NSDI '12]<br><br>[**Riffle: optimized shuffle service for large-scale data analytics**](https://doi.org/10.1145/3190508.3190534) (Haoyu Zhang, Brian Cho, Ergin Seyfe, Avery Ching, and Michael J. Freedman) [EuroSys '18]<br><br>[**Magnet: push-based shuffle service for large-scale data processing**](https://doi.org/10.14778/3415478.3415558) (Min Shen, Ye Zhou, and Chandni Singh) [VLDB '20] | |
| 12 | +| 2020-10-12 | Stream Processing | Yalun Lin Hsu and Yuchen Cheng | [**Discretized streams: fault-tolerant streaming computation at scale**](https://dl.acm.org/doi/10.1145/2517349.2522737) (Matei Zaharia, Tathagata Das, Haoyuan Li, Timothy Hunter, Scott Shenker, and Ion Stoica) [SOSP '13]<br><br>[**The dataflow model: a practical approach to balancing correctness, latency, and cost in massive-scale, unbounded, out-of-order data processing**](https://doi.org/10.14778/2824032.2824076) (Tyler Akidau, Robert Bradshaw, Craig Chambers, Slava Chernyak, Rafael J. Ferna ́ndez-Moctezuma, Reuven Lax, Sam McVeety, Daniel Mills, Frances Perry, Eric Schmidt, and Sam Whittle) [VLDB]<br>[**Apache Flink™: Stream and Batch Processing in a Single Engine**](http://sites.computer.org/debull/A15dec/p28.pdf) (Paris Carbone, Asterios Katsifodimos, Stephan Ewen, Volker Markl, Seif Haridi, and Kostas Tzoumas)<br><br>[**Drizzle: Fast and Adaptable Stream Processing at Scale**](https://doi.org/10.1145/3132747.3132750) (Shivaram Venkataraman, Aurojit Panda, Kay Ousterhout, Michael Armbrust, Ali Ghodsi, Michael J. Franklin, Benjamin Recht, and Ion Stoica) [SOSP '17]<br>[**Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark**](https://doi.org/10.1145/3183713.3190664) (Michael Armbrust, Tathagata Das, Joseph Torres, Burak Yavuz, Shixiong Zhu, Reynold Xin, Ali Ghodsi, Ion Stoica, and Matei Zaharia) [SIGMOD '18] | |
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