Enhancing Network Management Using Code Generated by Large Language Models-Reference-Cited by-同舟云学术

Enhancing Network Management Using Code Generated by Large Language Models

Published:2023-11-28 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 22nd ACM Workshop on Hot Topics in Networks
language:
Short-container-title:

Author:

Mani Sathiya Kumaran¹^ORCID,Zhou Yajie²^ORCID,Hsieh Kevin¹^ORCID,Segarra Santiago³^ORCID,Eberl Trevor¹^ORCID,Azulai Eliran¹^ORCID,Frizler Ido¹^ORCID,Chandra Ranveer¹^ORCID,Kandula Srikanth¹^ORCID

Affiliation:

1. Microsoft

2. Microsoft and University of Maryland

3. Microsoft and Rice University

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3626111.3628183

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

Cited by 6 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. Can LLMs Understand Computer Networks? Towards a Virtual System Administrator;2024 IEEE 49th Conference on Local Computer Networks (LCN);2024-10-08

2. CacheGen: KV Cache Compression and Streaming for Fast Large Language Model Serving;Proceedings of the ACM SIGCOMM 2024 Conference;2024-08-04

3. ShieldGPT: An LLM-based Framework for DDoS Mitigation;Proceedings of the 8th Asia-Pacific Workshop on Networking;2024-08-03

4. Deploying Stateful Network Functions Efficiently using Large Language Models;Proceedings of the 4th Workshop on Machine Learning and Systems;2024-04-22

5. NetConfEval: Can LLMs Facilitate Network Configuration?;Proceedings of the ACM on Networking;2024-03-28