ECO-LLM: LLM-based Edge Cloud Optimization

Author:

Rao Kunal1ORCID,Coviello Giuseppe1ORCID,Benedetti Priscilla234ORCID,Giuseppe De Vita Ciro25ORCID,Mellone Gennaro25ORCID,Chakradhar Srimat6ORCID

Affiliation:

1. NEC Laboratories America Inc., Princeton, United States of America

2. NEC Laboratories America Inc., Princeton, USA

3. University of Perugia, Perugia PG, Italy

4. Vrije Universiteit Brussel, Brussels, Belgium

5. University of Napoli Parthenope, Naples, Italy

6. NEC Laboratories America, Inc., Princeton, USA

Publisher

ACM

Reference28 articles.

1. 2022. Pedestrian Counting System - Past Hour (counts per minute). https://melbournetestbed.opendatasoft.com/explore/dataset/pedestrian-counting-system-past-hour-counts-per-minute/information/?sort=-location_id

2. 2022. Traffic Count Vehicle Classification 2014--2017. https://melbournetestbed.opendatasoft.com/explore/dataset/traffic-count-vehicle-classification-2014-2017/information/

3. Dynamic job-shop scheduling using reinforcement learning agents

4. Intelligent multi-agent reinforcement learning model for resources allocation in cloud computing

5. Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell Sandhini Agarwal Ariel Herbert-Voss Gretchen Krueger Tom Henighan Rewon Child Aditya Ramesh Daniel M. Ziegler Jeffrey Wu Clemens Winter Christopher Hesse Mark Chen Eric Sigler Mateusz Litwin Scott Gray Benjamin Chess Jack Clark Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever and Dario Amodei. 2020. Language Models are Few-Shot Learners. arXiv:cs.CL/2005.14165

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