fault tolerance

Checkmate: Zero Performance Overhead Model Checkpointing via Network Gradient Replication NSDI 2026 Di-PS: System-Algorithm Co-Design for Asynchronous and Heterogeneous Cross-cluster LLM Training at Scale NSDI 2026 Distributed Speculative Execution for Resilient Cloud Applications OSDI 2026 Fractal: Fault-Tolerant Shell-Script Distribution NSDI 2026 On the Relevance of Byzantine Robust Optimization Against Data Poisoning JMLR 2026 RobustRL: Role-Based Fault Tolerance System for RL Post-Training OSDI 2026 Sparse Checkpointing for Fast and Reliable MoE Training NSDI 2026 Starfish: A Topology-Routing Co-Design for Small-Scale Data Centers NSDI 2026 TrainMover: An Interruption-Resilient Runtime for ML Training OSDI 2026 COLA: Collaborative Multi-Agent Framework with Dynamic Task Scheduling for GUI Automation EMNLP 2025 Mako: Speculative Distributed Transactions with Geo-Replication OSDI 2025 One-Size-Fits-None: Understanding and Enhancing Slow-Fault Tolerance in Modern Distributed Systems NSDI 2025 Stripeless Data Placement for Erasure-Coded In-Memory Storage OSDI 2025 Beaver: Practical Partial Snapshots for Distributed Cloud Services OSDI 2024 Characterization of Large Language Model Development in the Datacenter NSDI 2024 DéjàVu: KV-cache Streaming for Fast, Fault-tolerant Generative LLM Serving ICML 2024 MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs NSDI 2024 Parcae: Proactive, Liveput-Optimized DNN Training on Preemptible Instances NSDI 2024 Resiliency at Scale: Managing Google’s TPUv4 Machine Learning Supercomputer NSDI 2024 Weight for Robustness: A Comprehensive Approach towards Optimal Fault-Tolerant Asynchronous ML NeurIPS 2024 Automated Verification of Idempotence for Stateful Serverless Applications OSDI 2023 Buffered Asynchronous SGD for Byzantine Learning JMLR 2023 ExoFlow: A Universal Workflow System for Exactly-Once DAGs OSDI 2023 Fault-Tolerant Offline Multi-Agent Path Planning AAAI 2023 Hamilton: A High-Performance Transaction Processor for Central Bank Digital Currencies NSDI 2023