Systems

Looking Beyond GPUs for DNN Scheduling on Multi-Tenant Clusters OSDI 2022 MemLiner: Lining up Tracing and Application for a Far-Memory-Friendly Runtime OSDI 2022 Metastable Failures in the Wild OSDI 2022 MLaaS in the Wild: Workload Analysis and Scheduling in Large-Scale Heterogeneous GPU Clusters NSDI 2022 Modular Switch Programming Under Resource Constraints NSDI 2022 NetHint: White-Box Networking for Multi-Tenant Data Centers NSDI 2022 NetVRM: Virtual Register Memory for Programmable Networks NSDI 2022 On the Convergence of Decentralized Adaptive Gradient Methods ACML 2022 Optimization for Classical Machine Learning Problems on the GPU AAAI 2022 OrbWeaver: Using IDLE Cycles in Programmable Networks for Opportunistic Coordination NSDI 2022 Orca: A Distributed Serving System for Transformer-Based Generative Models OSDI 2022 ORION and the Three Rights: Sizing, Bundling, and Prewarming for Serverless DAGs OSDI 2022 Owl: Scale and Flexibility in Distribution of Hot Content OSDI 2022 Packet Order Matters! Improving Application Performance by Deliberately Delaying Packets NSDI 2022 PLatter: On the Feasibility of Building-scale Power Line Backscatter NSDI 2022 Proof of Learning: Towards a Practical Blockchain Consensus Mechanism Using Directed Guiding Gradients (Student Abstract) AAAI 2022 RDMA is Turing complete, we just did not know it yet! NSDI 2022 Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect COLING 2022 SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training NeurIPS 2022 SCALE: Automatically Finding RFC Compliance Bugs in DNS Nameservers NSDI 2022 Scaling Open vSwitch with a Computational Cache NSDI 2022 Shard Systems: Scalable, Robust and Persistent Multi-Agent Path Finding with Performance Guarantees AAAI 2022 SketchLib: Enabling Efficient Sketch-based Monitoring on Programmable Switches NSDI 2022 Spectrum: High-bandwidth Anonymous Broadcast NSDI 2022 Tiara: A Scalable and Efficient Hardware Acceleration Architecture for Stateful Layer-4 Load Balancing NSDI 2022