Systems

Unlocking the Heterogeneous Landscape of Big Data NLP with DUUI EMNLP 2023 VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity OSDI 2023 μMote: Enabling Passive Chirp De-spreading and μW-level Long-Range Downlink for Backscatter Devices NSDI 2023 3PC: Three Point Compressors for Communication-Efficient Distributed Training and a Better Theory for Lazy Aggregation ICML 2022 Addressing Limitations of Encoder-Decoder Based Approach to Text-to-SQL COLING 2022 A Deep Learning Dataloader with Shared Data Preparation NeurIPS 2022 Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning OSDI 2022 AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness NeurIPS 2022 An edge-queued datagram service for all datacenter traffic NSDI 2022 ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems AAAI 2022 Aquila: A unified, low-latency fabric for datacenter networks NSDI 2022 Asynchronous Distributed Optimization with Stochastic Delays AISTATS 2022 AutoMine: An Unmanned Mine Dataset CVPR 2022 A Variant of Concurrent Constraint Programming on GPU AAAI 2022 Backdraft: a Lossless Virtual Switch that Prevents the Slow Receiver Problem NSDI 2022 Backpressure Flow Control NSDI 2022 BigDL 2.0: Seamless Scaling of AI Pipelines From Laptops to Distributed Cluster CVPR 2022 Blockaid: Data Access Policy Enforcement for Web Applications OSDI 2022 Buffer-based End-to-end Request Event Monitoring in the Cloud NSDI 2022 C2DN: How to Harness Erasure Codes at the Edge for Efficient Content Delivery NSDI 2022 CAP-VMs: Capability-Based Isolation and Sharing in the Cloud OSDI 2022 Carbink: Fault-Tolerant Far Memory OSDI 2022 CloudCluster: Unearthing the Functional Structure of a Cloud Service NSDI 2022 Cocktail: A Multidimensional Optimization for Model Serving in Cloud NSDI 2022 Collie: Finding Performance Anomalies in RDMA Subsystems NSDI 2022