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Proceedings and Papers
The research papers from Conference Proceedings and workshops listed below are available free of charge, thanks to our commitment to Open Access.
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Papers
| Conference | Title | Author(s) |
|---|---|---|
| OpML '19 | KnowledgeNet: Disaggregated and Distributed Training and Serving of Deep Neural Networks | Saman Biookaghazadeh, Yitao Chen, Kaiqi Zhao, Ming Zhao |
| OpML '19 | MLOp Lifecycle Scheme for Vision-based Inspection Process in Manufacturing | Junsung Lim, Hoejoo Lee, Youngmin Won, Hunje Yeon |
| OpML '19 | Transfer Learning for Performance Modeling of Deep Neural Network Systems | Md Shahriar Iqbal, Lars Kotthoff, Pooyan Jamshidi |
| OpML '19 | TonY: An Orchestrator for Distributed Machine Learning Jobs | Anthony Hsu, Keqiu Hu, Jonathan Hung, Arun Suresh, Zhe Zhang |
| OpML '19 | MPP: Model Performance Predictor | Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Harshil Shah, Yakov Goldberg, Swaminathan Sundararaman, Drew Roselli, Nisha Talagala |
| OpML '19 | Disdat: Bundle Data Management for Machine Learning Pipelines | Ken Yocum, Sean Rowan, Jonathan Lunt, Theodore M. Wong |
| OpML '19 | Katib: A Distributed General AutoML Platform on Kubernetes | Jinan Zhou, Andrey Velichkevich, Kirill Prosvirov, Anubhav Garg, Yuji Oshima, Debo Dutta |
| OpML '19 | Low-latency Job Scheduling with Preemption for the Development of Deep Learning | Hidehito Yabuuchi, Daisuke Taniwaki, Shingo Omura |
| NSDI '19 | Exploiting Commutativity For Practical Fast Replication | Seo Jin Park, John Ousterhout |
| NSDI '19 | Datacenter RPCs can be General and Fast | Anuj Kalia, Michael Kaminsky, David Andersen |
| NSDI '19 | Eiffel: Efficient and Flexible Software Packet Scheduling | Ahmed Saeed, Yimeng Zhao, Nandita Dukkipati, Ellen Zegura, Mostafa Ammar, Khaled Harras, Amin Vahdat |
| NSDI '19 | Loom: Flexible and Efficient NIC Packet Scheduling | Brent Stephens, Aditya Akella, Michael Swift |
| NSDI '19 | Flashield: a Hybrid Key-value Cache that Controls Flash Write Amplification | Assaf Eisenman, Asaf Cidon, Evgenya Pergament, Or Haimovich, Ryan Stutsman, Mohammad Alizadeh, Sachin Katti |
| NSDI '19 | Size-aware Sharding For Improving Tail Latencies in In-memory Key-value Stores | Diego Didona, Willy Zwaenepoel |
| NSDI '19 | Monoxide: Scale out Blockchains with Asynchronous Consensus Zones | Jiaping Wang, Hao Wang |
| NSDI '19 | FreeFlow: Software-based Virtual RDMA Networking for Containerized Clouds | Daehyeok Kim, Tianlong Yu, Hongqiang Harry Liu, Yibo Zhu, Jitu Padhye, Shachar Raindel, Chuanxiong Guo, Vyas Sekar, Srinivasan Seshan |
| NSDI '19 | Direct Universal Access: Making Data Center Resources Available to FPGA | Ran Shu, Peng Cheng, Guo Chen, Zhiyuan Guo, Lei Qu, Yongqiang Xiong, Derek Chiou, Thomas Moscibroda |
| NSDI '19 | Stardust: Divide and Conquer in the Data Center Network | Noa Zilberman, Gabi Bracha, Golan Schzukin |
| NSDI '19 | Blink: Fast Connectivity Recovery Entirely in the Data Plane | Thomas Holterbach, Edgar Costa Molero, Maria Apostolaki, Alberto Dainotti, Stefano Vissicchio, Laurent Vanbever |
| NSDI '19 | Hydra: a federated resource manager for data-center scale analytics | Carlo Curino, Subru Krishnan, Konstantinos Karanasos, Sriram Rao, Giovanni M. Fumarola, Botong Huang, Kishore Chaliparambil, Arun Suresh, Young Chen, Solom Heddaya, Roni Burd, Sarvesh Sakalanaga, Chris Douglas, Bill Ramsey, Raghu Ramakrishnan |
| NSDI '19 | Shuffling, Fast and Slow: Scalable Analytics on Serverless Infrastructure | Qifan Pu, Shivaram Venkataraman, Ion Stoica |
| NSDI '19 | dShark: A General, Easy to Program and Scalable Framework for Analyzing In-network Packet Traces | Da Yu, Yibo Zhu, Behnaz Arzani, Rodrigo Fonseca, Tianrong Zhang, Karl Deng, Lihua Yuan |
| NSDI '19 | Minimal Rewiring: Efficient Live Expansion for Clos Data Center Networks | Shizhen Zhao, Rui Wang, Junlan Zhou, Joon Ong, Jeffrey C. Mogul, Amin Vahdat |
| NSDI '19 | Understanding Lifecycle Management Complexity of Datacenter Topologies | Mingyang Zhang, Radhika Niranjan Mysore, Sucha Supittayapornpong, Ramesh Govindan |
| NSDI '19 | Shoal: A Network Architecture for Disaggregated Racks | Vishal Shrivastav, Asaf Valadarsky, Hitesh Ballani, Paolo Costa, Ki Suh Lee, Han Wang, Rachit Agarwal, Hakim Weatherspoon |