Distributed Systems

TensorHive: Management of Exclusive GPU Access for Distributed Machine Learning Workloads JMLR 2021 When Cloud Storage Meets RDMA NSDI 2021 When to Hedge in Interactive Services NSDI 2021 A large scale analysis of hundreds of in-memory cache clusters at Twitter OSDI 2020 AntMan: Dynamic Scaling on GPU Clusters for Deep Learning OSDI 2020 Apache Mahout: Machine Learning on Distributed Dataflow Systems JMLR 2020 Aragog: Scalable Runtime Verification of Shardable Networked Systems OSDI 2020 Assise: Performance and Availability via Client-local NVM in a Distributed File System OSDI 2020 Automated Verification of Customizable Middlebox Properties with Gravel NSDI 2020 Blockene: A High-throughput Blockchain Over Mobile Devices OSDI 2020 Building An Elastic Query Engine on Disaggregated Storage NSDI 2020 Building Scalable and Flexible Cluster Managers Using Declarative Programming OSDI 2020 Byzantine Ordered Consensus without Byzantine Oligarchy OSDI 2020 Caladan: Mitigating Interference at Microsecond Timescales OSDI 2020 Clouseau: Generating Communication Protocols from Commitments AAAI 2020 Communication-Efficient Asynchronous Stochastic Frank-Wolfe over Nuclear-norm Balls AISTATS 2020 Decentralized gradient methods: does topology matter? AISTATS 2020 Distributed Machine Learning through Heterogeneous Edge Systems AAAI 2020 Distributed Signal Detection under Communication Constraints COLT 2020 Distributed Stochastic Gradient Descent with Event-Triggered Communication AAAI 2020 Domain Compression and its Application to Randomness-Optimal Distributed Goodness-of-Fit COLT 2020 Efficient Algorithms for Device Placement of DNN Graph Operators NeurIPS 2020 Fast RDMA-based Ordered Key-Value Store using Remote Learned Cache OSDI 2020 Fast Uniform Dispersion of a Crash-prone Swarm RSS 2020 Fault-tolerant and transactional stateful serverless workflows OSDI 2020