Systems

DistAI: Data-Driven Automated Invariant Learning for Distributed Protocols OSDI 2021 DMon: Efficient Detection and Correction of Data Locality Problems Using Selective Profiling OSDI 2021 Don't Yank My Chain: Auditable NF Service Chaining NSDI 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 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs OSDI 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 One Protocol to Rule Them All: Wireless Network-on-Chip using Deep Reinforcement Learning NSDI 2021 Ontology-Enriched Query Answering on Relational Databases AAAI 2021 OpenML-Python: an extensible Python API for OpenML JMLR 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 Partitioned Learned Bloom Filters ICLR 2021 Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning OSDI 2021 Practical Null Steering in Millimeter Wave Networks NSDI 2021 Prism: Proxies without the Pain NSDI 2021 Programming Network Stack for Middleboxes with Rubik NSDI 2021 Revisiting Consistent Hashing with Bounded Loads AAAI 2021 Robust Learning-Augmented Caching: An Experimental Study ICML 2021