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Distributed Systems

327 directly classified papers

Papers per year

Papers

Optimization for Classical Machine Learning Problems on the GPU AAAI 2022
AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness NIPS 2022
Proof of Learning: Towards a Practical Blockchain Consensus Mechanism Using Directed Guiding Gradients (Student Abstract) AAAI 2022
DispersedLedger: High-Throughput Byzantine Consensus on Variable Bandwidth Networks NSDI 2022
ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems AAAI 2022
IA-CCF: Individual Accountability for Permissioned Ledgers NSDI 2022
DRAGONN: Distributed Randomized Approximate Gradients of Neural Networks ICML 2022
RDMA is Turing complete, we just did not know it yet! NSDI 2022
FedScale: Benchmarking Model and System Performance of Federated Learning at Scale ICML 2022
A Deep Learning Dataloader with Shared Data Preparation NIPS 2022
Tiara: A Scalable and Efficient Hardware Acceleration Architecture for Stateful Layer-4 Load Balancing NSDI 2022
Ekko: A Large-Scale Deep Learning Recommender System with Low-Latency Model Update OSDI 2022
SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training NIPS 2022
Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning OSDI 2022
Orca: A Distributed Serving System for Transformer-Based Generative Models OSDI 2022
Owl: Scale and Flexibility in Distribution of Hot Content OSDI 2022
3PC: Three Point Compressors for Communication-Efficient Distributed Training and a Better Theory for Lazy Aggregation ICML 2022
An edge-queued datagram service for all datacenter traffic NSDI 2022
Towards Optimal Communication Complexity in Distributed Non-Convex Optimization NIPS 2022
Revisiting Consistent Hashing with Bounded Loads AAAI 2021
Bringing Decentralized Search to Decentralized Services OSDI 2021
DistAI: Data-Driven Automated Invariant Learning for Distributed Protocols OSDI 2021
EPaxos Revisited NSDI 2021
Finding Invariants of Distributed Systems: It's a Small (Enough) World After All NSDI 2021
NrOS: Effective Replication and Sharing in an Operating System OSDI 2021