Distributed Systems

Communication-Efficient Collaborative Perception via Information Filling with Codebook CVPR 2024 Crayon: Customized On-Device LLM via Instant Adapter Blending and Edge-Server Hybrid Inference ACL 2024 DéjàVu: KV-cache Streaming for Fast, Fault-tolerant Generative LLM Serving ICML 2024 Democratizing Direct-to-Cell Low Earth Orbit Satellite Networks NSDI 2024 DINT: Fast In-Kernel Distributed Transactions with eBPF NSDI 2024 Don’t forget private retrieval: distributed private similarity search for large language models ACL 2024 DRust: Language-Guided Distributed Shared Memory with Fine Granularity, Full Transparency, and Ultra Efficiency OSDI 2024 Efficient Exposure of Partial Failure Bugs in Distributed Systems with Inferred Abstract States NSDI 2024 Error Feedback Reloaded: From Quadratic to Arithmetic Mean of Smoothness Constants ICLR 2024 Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training AAAI 2024 Exponential Quantum Communication Advantage in Distributed Inference and Learning NeurIPS 2024 Fast and Scalable In-network Lock Management Using Lock Fission OSDI 2024 Fast White-Box Adversarial Streaming Without a Random Oracle ICML 2024 Fault Tolerant ML: Efficient Meta-Aggregation and Synchronous Training ICML 2024 Federated Optimization with Doubly Regularized Drift Correction ICML 2024 Fundamental Limits of Distributed Covariance Matrix Estimation Under Communication Constraints ICML 2024 Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models AAAI 2024 Improving the Worst-Case Bidirectional Communication Complexity for Nonconvex Distributed Optimization under Function Similarity NeurIPS 2024 Incorporating Serverless Computing into P2P Networks for ML Training: In-Database Tasks and Their Scalability Implications (Student Abstract) AAAI 2024 Learning Broadcast Protocols AAAI 2024 LoLKV: The Logless, Linearizable, RDMA-based Key-Value Storage System NSDI 2024 Making Kernel Bypass Practical for the Cloud with Junction NSDI 2024 Massively Parallel Single-Source SimRanks in O(log N) Rounds IJCAI 2024 MuCache: A General Framework for Caching in Microservice Graphs NSDI 2024 On the Complexity of Finite-Sum Smooth Optimization under the Polyak–Łojasiewicz Condition ICML 2024