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  2. Seminar & Talk

Reading List

  • Fault-tolerant and transactional stateful serverless workflows

  • Milvus: A Purpose-Built Vector Data Management System

  • INFaaS: A Model-less and Managed Inference Serving System

  • Serving DNNs like Clockwork: Performance Predictability from the Bottom Up

  • Dynamic Query Re-Planning using QOOP

  • InferLine: ML Prediction Pipeline Provisioning and Management for Tight Latency Objectives

  • Semeru: A Memory-Disaggregated Managed Runtime

  • Serverless Computing: One Step Forward, Two Steps Back

  • HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline

  • BPF for storage: an exokernel-inspired approach

  • Reducto: On-Camera Filtering for Resource-Efficient Real-Time Video Analytics

  • Machine Learning on Graphs: A Model and Comprehensive Taxonomy

  • Rearchitecting Linux Storage Stack for μs Latency and High Throughput

  • MLSys: The New Frontier of Machine Learning Systems

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Last updated 4 years ago

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