Distributed Systems

Towards Optimal Communication Complexity in Distributed Non-Convex Optimization NeurIPS 2022 Accessing Cloud with Disaggregated Software-Defined Router NSDI 2021 Bringing Decentralized Search to Decentralized Services OSDI 2021 Caerus: NIMBLE Task Scheduling for Serverless Analytics NSDI 2021 Coded-InvNet for Resilient Prediction Serving Systems ICML 2021 Communication-efficient and Scalable Decentralized Federated Edge Learning IJCAI 2021 Cooperative Stochastic Bandits with Asynchronous Agents and Constrained Feedback NeurIPS 2021 Debugging Transient Faults in Data Centers using Synchronized Network-wide Packet Histories NSDI 2021 DistAI: Data-Driven Automated Invariant Learning for Distributed Protocols OSDI 2021 Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads OSDI 2021 EPaxos Revisited NSDI 2021 Finding Invariants of Distributed Systems: It's a Small (Enough) World After All NSDI 2021 Large Batch Simulation for Deep Reinforcement Learning ICLR 2021 Linear Regression over Networks with Communication Guarantees L4DC 2021 New Bounds For Distributed Mean Estimation and Variance Reduction ICLR 2021 NrOS: Effective Replication and Sharing in an Operating System OSDI 2021 One More Step Towards Reality: Cooperative Bandits with Imperfect Communication NeurIPS 2021 Out-of-Core Surface Reconstruction via Global TGV Minimization ICCV 2021 Ownership: A Distributed Futures System for Fine-Grained Tasks NSDI 2021 P3: Distributed Deep Graph Learning at Scale OSDI 2021 Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning OSDI 2021 Prism: Proxies without the Pain NSDI 2021 Revisiting Consistent Hashing with Bounded Loads AAAI 2021 Robust Learning-Augmented Caching: An Experimental Study ICML 2021 Ship Compute or Ship Data? Why Not Both? NSDI 2021