==== Spring 2019 ==== Assistant : Dongbo Yu ^ Date ^ Discussion leads ^ Venue ^ Paper | | July.17.2019 | Mingliang Zeng | Eurosys'19 | **Machine Learning Systems are Stuck in a Rut & Supporting Very Large Models using Automatic Dataflow Graph Partitioning** | [[https://dl.acm.org/citation.cfm?id=3321441| paper]] [[http://www.news.cs.nyu.edu/~jinyang/pub/tofu-eurosys19.pdf|paper2]] | {{:public:rg:20190717-aisys.pptx|slides}} | | | | | | | July.10.2019 | Quan Zhou | ASPLOS '19 | ** RPCValet: NI-Driven Tail-Aware Balancing of µs-Scale RPCs ** | [[https://www.cc.gatech.edu/~adaglis3/files/papers/RPCValet_asplos19.pdf|paper]] | | | | | | | | July. 3.2019 | YouhuiBai | Eurosys'19 | **Parallax: Sparsity-aware Data Parallel Training of Deep Neural Networks** | [[https://dl.acm.org/citation.cfm?id=3303957| paper]] | {{:public:rg:20190703-reading_group_--_parallax.pptx|slides}} | | | | | | | June.26.2019 | King Zevin | Eurosys'19 | **GrandSLAm: Guaranteeing SLAs for Jobs in Microservices Execution Frameworks** | [[https://jeongseob.github.io/papers/kannan_eurosys19.pdf| paper]] | {{:public:rg:grandslam-v2.0.pptx|slides}} | | | | | | | June.12.2019 | RuohuiWang | OSDI' 18 | **Ray: A Distributed Framework for Emerging AI Applications** | [[https://www.usenix.org/conference/osdi18/presentation/moritz| paper]] | [[start|slides]] | | | | | | | June.5.2019 | JingzeHuo | Eurosys'19 | ** Efficient, Consistent Distributed Computation with Predictive Treaties** | [[https://dl.acm.org/citation.cfm?id=3303987|paper]] | [[start|slides]] | | | | | | | May.29.2019 | ShengliangDeng | Eurosys'18 | **PCatch: Automatically Detecting Performance Cascading Bugs in Cloud Systems ** | [[https://people.cs.uchicago.edu/~shanlu/paper/eurosys18.pdf| paper]] | [[start|slides]] | | | | | | | May.22.2019 | XueqiangJiang | Eurosys'19 | **SkyBridge: Fast and Secure Inter-Process Communication for Microkernels** | [[https://dl.acm.org/citation.cfm?id=3303946|paper]] | | | | | | | | May.15.2019 | ShengliangDeng | FAST'19 | **ScaleCheck: A Single-Machine Approach for Discovering Scalability Bugs in Large Distributed Systems** | [[https://www.usenix.org/system/files/fast19-stuardo.pdf| paper]] | [[http://210.45.114.146/wiki/lib/exe/fetch.php?media=public:rg:fast19-scalecheck.pptx|slides]] | | | | | | | May.8.2019 | Qianli Wang | FAST'19 | **SLM-DB: Single-Level Key-Value Store with Persistent Memory** | [[https://www.usenix.org/system/files/fast19-kaiyrakhmet.pdf| paper]] | [[https://www.usenix.org/sites/default/files/conference/protected-files/fast19_slides_kaiyrakhmet.pdf| slides]] | | | | | | | Apr.24.2019 | Wenzhe Zhu | FAST'19 | **Cluster storage systems gotta have HeART: improving storage efficiency by exploiting disk-reliability heterogeneity** | [[https://www.usenix.org/system/files/fast19-kadekodi.pdf| paper]] | [[https://www.usenix.org/sites/default/files/conference/protected-files/fast19_slides_kadekodi.pdf| slides]] | | | | | | | Apr.17.2019 | Yongzhou Chen | ASPLOS '19 | **FlatFlash: Exploiting the Byte-Accessibility of SSDs within A Unified Memory-Storage** | [[http://jianh.web.engr.illinois.edu/papers/flatflash.pdf| paper]] | [[start|slides]] | | | | | | | Apr.10.2019 | Chaoyi Ruan | NSDI'19 | **Datacenter RPCs can be General and Fast** | [[https://www.usenix.org/system/files/nsdi19spring_kalia_prepub.pdf| paper]] | [[http://210.45.114.146/wiki/lib/exe/fetch.php?media=public:rg:erpc.pdf|slides]] | | | | | | | Apr.3.2019 | JiahaoLi | OSDI' 18 | **The benefits and costs of writing a POSIX kernel in a high-level language** | [[https://www.usenix.org/system/files/osdi18-cutler.pdf| paper]] | [[https://www.usenix.org/sites/default/files/conference/protected-files/osdi18_slides_cutler.pdf|slides ]] | | | | | | | Mar.27.2019 | Guanbin Xu | NSDI19' | **Tiresias: A GPU Cluster Manager for Distributed Deep Learning** | [[https://www.usenix.org/conference/nsdi19/presentation/gu|paper ]] | [[https://www.usenix.org/sites/default/files/conference/protected-files/nsdi19_slides_gu.pdf|slides]] & [[http://210.45.114.146/wiki/lib/exe/fetch.php?media=public:rg:gbxu_tiresias.pdf|slide_Guanbin_Xu]] | | | | | | | Mar.20.2019 | King Zevin | FAST'19 | **DistCache: Provable Load Balancing for Large-Scale Storage Systems with Distributed Caching** | [[https://www.usenix.org/system/files/fast19-liu.pdf|paper]] | [[https://www.usenix.org/sites/default/files/conference/protected-files/fast19_slides_liu.pdf|slides_official]] & [[http://210.45.114.146/wiki/lib/exe/fetch.php?media=public:rg:distcache-zevin.pdf|slides_zevin]] | | | | | |