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2020 – today
- 2025
[j3]Walter Willinger, Ronaldo A. Ferreira, Arpit Gupta, Roman Beltiukov
, Satyandra Guthula, Lisandro Z. Granville, Arthur Selle Jacobs:
When Something Looks too Good to be True, it Usually is! AI is Causing a Credibility Crisis in Networking. Comput. Commun. Rev. 55(1): 10-15 (2025)- [c6]Murayyiam Parvez, Annus Zulfiqar, Roman Beltiukov, Shir Landau Feibish, Walter Willinger, Arpit Gupta, Muhammad Shahbaz:
SpliDT: Partitioned Decision Trees for Scalable Stateful Inference at Line Rate. SIGCOMM 2025: 1238-1240 - [i5]Roman Beltiukov, Karthik Bhattaram, Evania Cheng, Vinod Kanigicherla, Akul Singh, Ken Thampiratwong, Arpit Gupta:
Leveraging Large Language Models to Contextualize Network Measurements. CoRR abs/2505.19305 (2025) - [i4]Murayyiam Parvez, Annus Zulfiqar, Roman Beltiukov, Shir Landau Feibish, Walter Willinger, Arpit Gupta, Muhammad Shahbaz:
SpliDT: Partitioned Decision Trees for Scalable Stateful Inference at Line Rate. CoRR abs/2509.00397 (2025) - [i3]Roman Beltiukov, Satyandra Guthula, Wenbo Guo, Walter Willinger, Arpit Gupta:
Demystifying Network Foundation Models. CoRR abs/2509.23089 (2025) - 2024
- [c5]Punnal Ismail Khan, Satyandra Guthula, Roman Beltiukov, Roland Schmid, Tobias Bühler, Arpit Gupta, Laurent Vanbever, Walter Willinger:
Harnessing Public Code Repositories to Develop Production-Ready ML Artifacts for Networking. ANRW 2024 - 2023
- [j2]Walter Willinger, Arpit Gupta, Arthur Selle Jacobs, Roman Beltiukov, Ronaldo A. Ferreira, Lisandro Z. Granville:
A NetAI Manifesto (Part I): Less Explorimentation, More Science. SIGMETRICS Perform. Evaluation Rev. 51(2): 106-108 (2023) - [j1]Walter Willinger, Arpit Gupta, Roman Beltiukov, Wenbo Guo:
A NetAI Manifesto (Part II): Less Hubris, more Humility. SIGMETRICS Perform. Evaluation Rev. 51(2): 109-111 (2023) - [c4]Roman Beltiukov, Sanjay Chandrasekaran, Arpit Gupta, Walter Willinger:
PINOT: Programmable Infrastructure for Networking. ANRW 2023: 51-53 - [c3]Roman Beltiukov, Wenbo Guo, Arpit Gupta, Walter Willinger:
In Search of netUnicorn: A Data-Collection Platform to Develop Generalizable ML Models for Network Security Problems. CCS 2023: 2217-2231 - [i2]Roman Beltiukov, Wenbo Guo, Arpit Gupta, Walter Willinger:
In Search of netUnicorn: A Data-Collection Platform to Develop Generalizable ML Models for Network Security Problems. CoRR abs/2306.08853 (2023) - [i1]Satyandra Guthula, Navya Battula, Roman Beltiukov, Wenbo Guo, Arpit Gupta:
netFound: Foundation Model for Network Security. CoRR abs/2310.17025 (2023) - 2022
- [c2]Arthur Selle Jacobs, Roman Beltiukov, Walter Willinger, Ronaldo A. Ferreira, Arpit Gupta, Lisandro Z. Granville:
AI/ML for Network Security: The Emperor has no Clothes. CCS 2022: 1537-1551
2010 – 2019
- 2019
- [c1]Roman Beltiukov:
Optimizing Q-Learning with K-FAC Algorithm. AIST (Supplement) 2019: 3-8
Coauthor Index
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