Distributed Systems

FlightTracker: Consistency across Read-Optimized Online Stores at Facebook OSDI 2020 Gandalf: An Intelligent, End-To-End Analytics Service for Safe Deployment in Large-Scale Cloud Infrastructure NSDI 2020 Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning AAAI 2020 Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads OSDI 2020 HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees OSDI 2020 hXDP: Efficient Software Packet Processing on FPGA NICs OSDI 2020 Is Big Data Performance Reproducible in Modern Cloud Networks? NSDI 2020 Is Local SGD Better than Minibatch SGD? ICML 2020 Lyceum: An efficient and scalable ecosystem for robot learning L4DC 2020 Meaningful Availability NSDI 2020 Microsecond Consensus for Microsecond Applications OSDI 2020 On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning AAAI 2020 Overload Control for µs-scale RPCs with Breakwater OSDI 2020 PACEMAKER: Avoiding HeART attacks in storage clusters with disk-adaptive redundancy OSDI 2020 Pegasus: Tolerating Skewed Workloads in Distributed Storage with In-Network Coherence Directories OSDI 2020 Performance-Optimal Read-Only Transactions OSDI 2020 Persistent State Machines for Recoverable In-memory Storage Systems with NVRam OSDI 2020 PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications OSDI 2020 Providing SLOs for Resource-Harvesting VMs in Cloud Platforms OSDI 2020 Resilient Distributed Diffusion for Multi-Robot Systems Using Centerpoint RSS 2020 SafetyPin: Encrypted Backups with Human-Memorable Secrets OSDI 2020 Scalog: Seamless Reconfiguration and Total Order in a Scalable Shared Log NSDI 2020 Semeru: A Memory-Disaggregated Managed Runtime OSDI 2020 SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentum ICLR 2020 Sol: Fast Distributed Computation Over Slow Networks NSDI 2020