Rethinking data-driven networking with foundation models

Author:

Le Franck1,Srivatsa Mudhakar1,Ganti Raghu1,Sekar Vyas2

Affiliation:

1. IBM Research

2. Carnegie Mellon University

Publisher

ACM

Reference105 articles.

1. Classic Meets Modern

2. J. Bennett and S. Lanning . 2007. The Netflix Prize . In Proceedings of the KDD Cup Workshop 2007 . ACM, New York, 3--6. http://www.cs.uic.edu/~liub/KDD-cup- 2007 /NetflixPrize-description.pdf J. Bennett and S. Lanning. 2007. The Netflix Prize. In Proceedings of the KDD Cup Workshop 2007. ACM, New York, 3--6. http://www.cs.uic.edu/~liub/KDD-cup-2007/NetflixPrize-description.pdf

3. Rishi Bommasani Drew A Hudson Ehsan Adeli Russ Altman Simran Arora Sydney von Arx Michael S Bernstein Jeannette Bohg Antoine Bosselut Emma Brunskill etal 2021. On the opportunities and risks of foundation models. arXiv preprint arXiv:2108.07258 (2021). Rishi Bommasani Drew A Hudson Ehsan Adeli Russ Altman Simran Arora Sydney von Arx Michael S Bernstein Jeannette Bohg Antoine Bosselut Emma Brunskill et al. 2021. On the opportunities and risks of foundation models. arXiv preprint arXiv:2108.07258 (2021).

4. Inducing Relational Knowledge from BERT

5. Tom Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared D Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell etal 2020. Language models are few-shot learners. Advances in neural information processing systems 33 (2020) 1877--1901. Tom Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared D Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell et al. 2020. Language models are few-shot learners. Advances in neural information processing systems 33 (2020) 1877--1901.

Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Zoom2Net: Constrained Network Telemetry Imputation;Proceedings of the ACM SIGCOMM 2024 Conference;2024-08-04

2. Do Large Language Models Dream of Sockets?;Proceedings of the Applied Networking Research Workshop on zzz;2024-07-20

3. On Sample Selection for Continual Learning: A Video Streaming Case Study;ACM SIGCOMM Computer Communication Review;2024-04-30

4. Adapting Foundation Models for Operator Data Analytics;Proceedings of the 22nd ACM Workshop on Hot Topics in Networks;2023-11-28

5. Toward Reproducing Network Research Results Using Large Language Models;Proceedings of the 22nd ACM Workshop on Hot Topics in Networks;2023-11-28

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3