Systems

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 Extending the Discourse Analysis Tool Suite with Whiteboards for Visual Qualitative Analysis COLING 2024 Fast and Scalable In-network Lock Management Using Lock Fission OSDI 2024 Faster Vocoder: a multi threading approach to achieve low latency during TTS Inference Interspeech 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 Flow Scheduling with Imprecise Knowledge NSDI 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 High-throughput and Flexible Host Networking for Accelerated Computing OSDI 2024 Identifying On-/Off-CPU Bottlenecks Together with Blocked Samples OSDI 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 I Need Help! Evaluating LLM’s Ability to Ask for Users’ Support: A Case Study on Text-to-SQL Generation EMNLP 2024 iStack: A General and Stateful Name-based Protocol Stack for Named Data Networking NSDI 2024 Learning Broadcast Protocols AAAI 2024 LinkTransformer: A Unified Package for Record Linkage with Transformer Language Models ACL 2024 LoLKV: The Logless, Linearizable, RDMA-based Key-Value Storage System NSDI 2024 LuoShen: A Hyper-Converged Programmable Gateway for Multi-Tenant Multi-Service Edge Clouds NSDI 2024