Enhancing Network Management Using Code Generated by Large Language Models

Author:

Mani Sathiya Kumaran1ORCID,Zhou Yajie2ORCID,Hsieh Kevin1ORCID,Segarra Santiago3ORCID,Eberl Trevor1ORCID,Azulai Eliran1ORCID,Frizler Ido1ORCID,Chandra Ranveer1ORCID,Kandula Srikanth1ORCID

Affiliation:

1. Microsoft

2. Microsoft and University of Maryland

3. Microsoft and Rice University

Publisher

ACM

Reference59 articles.

1. Rohan Anil Andrew M. Dai Orhan Firat Melvin Johnson Dmitry Lepikhin Alexandre Passos Siamak Shakeri Emanuel Taropa Paige Bailey Zhifeng Chen Eric Chu Jonathan H. Clark Laurent El Shafey Yanping Huang Kathy Meier-Hellstern Gaurav Mishra Erica Moreira Mark Omernick Kevin Robinson Sebastian Ruder Yi Tay Kefan Xiao Yuanzhong Xu Yujing Zhang Gustavo Hernández Ábrego Junwhan Ahn Jacob Austin Paul Barham Jan A. Botha James Bradbury Siddhartha Brahma Kevin Brooks Michele Catasta Yong Cheng Colin Cherry Christopher A. Choquette-Choo Aakanksha Chowdhery Clément Crepy Shachi Dave Mostafa Dehghani Sunipa Dev Jacob Devlin Mark Díaz Nan Du Ethan Dyer Vladimir Feinberg Fangxiaoyu Feng Vlad Fienber Markus Freitag Xavier Garcia Sebastian Gehrmann Lucas Gonzalez and et al. 2023. PaLM 2 Technical Report. CoRR abs/2305.10403 (2023). Rohan Anil Andrew M. Dai Orhan Firat Melvin Johnson Dmitry Lepikhin Alexandre Passos Siamak Shakeri Emanuel Taropa Paige Bailey Zhifeng Chen Eric Chu Jonathan H. Clark Laurent El Shafey Yanping Huang Kathy Meier-Hellstern Gaurav Mishra Erica Moreira Mark Omernick Kevin Robinson Sebastian Ruder Yi Tay Kefan Xiao Yuanzhong Xu Yujing Zhang Gustavo Hernández Ábrego Junwhan Ahn Jacob Austin Paul Barham Jan A. Botha James Bradbury Siddhartha Brahma Kevin Brooks Michele Catasta Yong Cheng Colin Cherry Christopher A. Choquette-Choo Aakanksha Chowdhery Clément Crepy Shachi Dave Mostafa Dehghani Sunipa Dev Jacob Devlin Mark Díaz Nan Du Ethan Dyer Vladimir Feinberg Fangxiaoyu Feng Vlad Fienber Markus Freitag Xavier Garcia Sebastian Gehrmann Lucas Gonzalez and et al. 2023. PaLM 2 Technical Report. CoRR abs/2305.10403 (2023).

2. Jacob Austin , Augustus Odena , Maxwell I. Nye , Maarten Bosma , Henryk Michalewski , David Dohan , Ellen Jiang , Carrie J. Cai , Michael Terry , Quoc V. Le , and Charles Sutton . 2021. Program Synthesis with Large Language Models. CoRR abs/2108.07732 ( 2021 ). Jacob Austin, Augustus Odena, Maxwell I. Nye, Maarten Bosma, Henryk Michalewski, David Dohan, Ellen Jiang, Carrie J. Cai, Michael Terry, Quoc V. Le, and Charles Sutton. 2021. Program Synthesis with Large Language Models. CoRR abs/2108.07732 (2021).

3. John W. Backus Robert J. Beeber Sheldon Best Richard Goldberg Lois M. Haibt Harlan L. Herrick Robert A. Nelson David Sayre Peter B. Sheridan H. Stern Irving Ziller Robert A. Hughes and R. Nutt. 1957. The FORTRAN automatic coding system. In The 1957 western joint computer conference: Techniques for reliability (IRE-AIEE-ACM). John W. Backus Robert J. Beeber Sheldon Best Richard Goldberg Lois M. Haibt Harlan L. Herrick Robert A. Nelson David Sayre Peter B. Sheridan H. Stern Irving Ziller Robert A. Hughes and R. Nutt. 1957. The FORTRAN automatic coding system. In The 1957 western joint computer conference: Techniques for reliability (IRE-AIEE-ACM).

4. Matej Balog , Alexander L. Gaunt , Marc Brockschmidt , Sebastian Nowozin , and Daniel Tarlow . 2017 . DeepCoder: Learning to Write Programs . In Proceedings of 5th International Conference on Learning Representations (ICLR). Matej Balog, Alexander L. Gaunt, Marc Brockschmidt, Sebastian Nowozin, and Daniel Tarlow. 2017. DeepCoder: Learning to Write Programs. In Proceedings of 5th International Conference on Learning Representations (ICLR).

5. A General Approach to Network Configuration Verification

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