Distributed Systems

Optimal Algorithms for Non-Smooth Distributed Optimization in Networks NeurIPS 2018 Pipe-SGD: A Decentralized Pipelined SGD Framework for Distributed Deep Net Training NeurIPS 2018 PLOVER: Fast, Multi-core Scalable Virtual Machine Fault-tolerance NSDI 2018 Principled Schedulability Analysis for Distributed Storage Systems using Thread Architecture Models OSDI 2018 Ray: A Distributed Framework for Emerging AI Applications OSDI 2018 RobinHood: Tail Latency Aware Caching -- Dynamic Reallocation from Cache-Rich to Cache-Poor OSDI 2018 Sharding the Shards: Managing Datastore Locality at Scale with Akkio OSDI 2018 Sledgehammer: Cluster-Fueled Debugging OSDI 2018 SnailTrail: Generalizing Critical Paths for Online Analysis of Distributed Dataflows NSDI 2018 The FuzzyLog: A Partially Ordered Shared Log OSDI 2018 Three steps is all you need: fast, accurate, automatic scaling decisions for distributed streaming dataflows OSDI 2018 Distributed Mean Estimation with Limited Communication ICML 2017 Efficient Memory Disaggregation with Infiniswap NSDI 2017 On-the-fly Operation Batching in Dynamic Computation Graphs NeurIPS 2017 Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication NeurIPS 2017 Search Strategies as Synchronous Processes (Extended Abstract) IJCAI 2017 SnapVX: A Network-Based Convex Optimization Solver JMLR 2017 Straggler Mitigation in Distributed Optimization Through Data Encoding NeurIPS 2017 A Communication-Efficient Parallel Algorithm for Decision Tree NeurIPS 2016 Big Data Analytics over Encrypted Datasets with Seabed OSDI 2016 Cyclades: Conflict-free Asynchronous Machine Learning NeurIPS 2016 Don’t Get Caught in the Cold, Warm-up Your JVM: Understand and Eliminate JVM Warm-up Overhead in Data-Parallel Systems OSDI 2016 EbbRT: A Framework for Building Per-Application Library Operating Systems OSDI 2016 Exploring the Hidden Dimension in Graph Processing OSDI 2016 Fast Distributed Submodular Cover: Public-Private Data Summarization NeurIPS 2016