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BREAK: A Holistic Approach for Efficient Container Deployment among Edge Clouds

Tiange Xia

Apr 18, 2024

RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics

Xingcai Zhang

Apr 11, 2024

LLM in a flash: Efficient Large Language Model Inference with Limited Memory

Yitao Wang

Mar 28, 2024

AdaInf: Data Drift Adaptive Scheduling for Accurate and SLO-guaranteed Multiple-Model Inference Serving at Edge Servers

Tianen Liu

Mar 21, 2024

Accelerating In-Browser Deep Learning Inference on Diverse Edge Clients through Just-in-Time Kernel Optimizations

Bing Dong

Mar 14, 2024

dTEE: A Declarative Approach to Secure IoT Applications Using TrustZone

Tong Sun, Borui Li, Yixiao Teng, Yi Gao, Wei Dong

Communication-Aware DNN Pruning

Xingcai Zhang

Nov 21, 2023

TapFinger: Task Placement and Fine-Grained Resource Allocation for Edge Machine Learning

Fanglei Shu

Nov 14, 2023

ElasticFlow: An Elastic Serverless Training Platform for Distributed Deep Learning

Bing Dong

Nov 7, 2023

Decentralized Application-Level Adaptive Scheduling for Multi-Instance DNNs on Open Mobile Devices

Yitao Wang

Oct 31, 2023