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Distributed Systems

327 directly classified papers

Papers per year

Papers

Hamilton: A High-Performance Transaction Processor for Central Bank Digital Currencies NSDI 2023
SelfTune: Tuning Cluster Managers NSDI 2023
Sequence Parallelism: Long Sequence Training from System Perspective ACL 2023
TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches NSDI 2023
Electrode: Accelerating Distributed Protocols with eBPF NSDI 2023
DASH: A Distributed and Parallelizable Algorithm for Size-Constrained Submodular Maximization AAAI 2023
DuoAI: Fast, Automated Inference of Inductive Invariants for Verifying Distributed Protocols OSDI 2022
NetHint: White-Box Networking for Multi-Tenant Data Centers NSDI 2022
Demystifying and Checking Silent Semantic Violations in Large Distributed Systems OSDI 2022
MLaaS in the Wild: Workload Analysis and Scheduling in Large-Scale Heterogeneous GPU Clusters NSDI 2022
A Variant of Concurrent Constraint Programming on GPU AAAI 2022
Collie: Finding Performance Anomalies in RDMA Subsystems NSDI 2022
Metastable Failures in the Wild OSDI 2022
FedScale: Benchmarking Model and System Performance of Federated Learning at Scale ICML 2022
Shard Systems: Scalable, Robust and Persistent Multi-Agent Path Finding with Performance Guarantees AAAI 2022
ORION and the Three Rights: Sizing, Bundling, and Prewarming for Serverless DAGs OSDI 2022
3PC: Three Point Compressors for Communication-Efficient Distributed Training and a Better Theory for Lazy Aggregation ICML 2022
Carbink: Fault-Tolerant Far Memory OSDI 2022
DRAGONN: Distributed Randomized Approximate Gradients of Neural Networks ICML 2022
RDMA is Turing complete, we just did not know it yet! NSDI 2022
Optimization for Classical Machine Learning Problems on the GPU AAAI 2022
Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning OSDI 2022
Ekko: A Large-Scale Deep Learning Recommender System with Low-Latency Model Update OSDI 2022
C2DN: How to Harness Erasure Codes at the Edge for Efficient Content Delivery NSDI 2022
CloudCluster: Unearthing the Functional Structure of a Cloud Service NSDI 2022