SEU AIoTSys Seminar

  • [2024-04-18] Speaker: Tiange Xia - [INFOCOM'24] BREAK: A Holistic Approach for Efficient Container Deployment among Edge Clouds
  • PDF Slides
  • [2024-04-11] Speaker: Xingcai Zhang - [NSDI'23] RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics
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  • [2024-03-28] Speaker: Yitao Wang - [OSDI'24] LLM in a flash: Efficient Large Language Model Inference with Limited Memory
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  • [2024-03-21] Speaker: Tianen Liu - [SIGCOMM'23] AdaInf: Data Drift Adaptive Scheduling for Accurate and SLO-guaranteed Multiple-Model Inference Serving at Edge Servers
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  • [2024-03-14] Speaker: Bing Dong - [arXiv'23] Accelerating In-Browser Deep Learning Inference on Diverse Edge Clients through Just-in-Time Kernel Optimizations
  • PDF Slides
  • [2023-11-21] Speaker: Xingcai Zhang - [INFOCOM'23] Communication-Aware DNN Pruning
  • [2023-11-14] Speaker: Fanglei Shu - [INFOCOM'23] TapFinger: Task Placement and Fine-Grained Resource Allocation for Edge Machine Learning
  • [2023-11-07] Speaker: Bing Dong - [ASPLOS'23] ElasticFlow: An Elastic Serverless Training Platform for Distributed Deep Learning
  • [2023-10-31] Speaker: Yitao Wang - [ATC'23] Decentralized Application-Level Adaptive Scheduling for Multi-Instance DNNs on Open Mobile Devices
  • [2023-10-17] Speaker: Tiange Xia - [NSDI'23] On Modular Learning of Distributed Systems for Predicting End-to-End Latency