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Distributed Systems

327 directly classified papers

Papers per year

Papers

The Promise of Serverless Computing within Peer-to-Peer Architectures for Distributed ML Training AAAI 2024
Parallel Empirical Evaluations: Resilience despite Concurrency AAAI 2024
Making Kernel Bypass Practical for the Cloud with Junction NSDI 2024
Optimizing Resource Allocation in Hyperscale Datacenters: Scalability, Usability, and Experiences OSDI 2024
DRust: Language-Guided Distributed Shared Memory with Fine Granularity, Full Transparency, and Ultra Efficiency OSDI 2024
Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve OSDI 2024
Improving the Worst-Case Bidirectional Communication Complexity for Nonconvex Distributed Optimization under Function Similarity NIPS 2024
Efficient Exposure of Partial Failure Bugs in Distributed Systems with Inferred Abstract States NSDI 2024
An Efficient Subgraph-Inferring Framework for Large-Scale Heterogeneous Graphs AAAI 2024
Swing: Short-cutting Rings for Higher Bandwidth Allreduce NSDI 2024
Crayon: Customized On-Device LLM via Instant Adapter Blending and Edge-Server Hybrid Inference ACL 2024
RON: One-Way Circular Shortest Routing to Achieve Efficient and Bounded-waiting Spinlocks OSDI 2023
Skyplane: Optimizing Transfer Cost and Throughput Using Cloud-Aware Overlays NSDI 2023
A Combinatorial Algorithm for Approximating the Optimal Transport in the Parallel and MPC Settings NIPS 2023
No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation ICML 2023
Sancus: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks (Extended Abstract) IJCAI 2023
Reducing Training Time in Cross-Silo Federated Learning Using Multigraph Topology ICCV 2023
Building Flexible, Low-Cost Wireless Access Networks With Magma NSDI 2023
Nu: Achieving Microsecond-Scale Resource Fungibility with Logical Processes NSDI 2023
NetRPC: Enabling In-Network Computation in Remote Procedure Calls NSDI 2023
Canvas: Isolated and Adaptive Swapping for Multi-Applications on Remote Memory NSDI 2023
SECRECY: Secure collaborative analytics in untrusted clouds NSDI 2023
Applied Online Algorithms with Heterogeneous Predictors ICML 2023
$S^3$: Increasing GPU Utilization during Generative Inference for Higher Throughput NIPS 2023
Hamilton: A High-Performance Transaction Processor for Central Bank Digital Currencies NSDI 2023