Distributed Edge Machine Learning Pipeline Scheduling with Reverse Auctions

Author:

Imes Connor1,King David W.2,Walters John Paul1

Affiliation:

1. Information Sciences Institute, University of Southern California,Arlington,VA,USA

2. Air Force Institute of Technology,Dayton,OH,USA

Funder

Office of Naval Research

Publisher

IEEE

Reference30 articles.

1. PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices

2. Exploring network structure, dynamics, and function using networkx;hagberg;Proceedings of the 7th Python in Science Conference,2008

3. Polynomially bounded minimization problems that are hard to approximate;kann;Nordic J of Computing,1994

4. CoPPer: Soft Real-Time Application Performance Using Hardware Power Capping

5. Reverse auction-based computation offloading and resource allocation in mobile cloud-edge computing;zhou;IEEE Transactions on Mobile Computing,2022

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