Behnaz Arzani

According to our database, Behnaz Arzani authored at least 31 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Rethinking Machine Learning Collective Communication as a Multi-Commodity Flow Problem.

Xuting Liu, Behnaz Arzani, Siva Kesava Reddy Kakarla, Liangyu Zhao, Vincent Liu, Miguel Castro, Srikanth Kandula, Luke Marshall

Proceedings of the ACM SIGCOMM 2024 Conference, 2024

Solving Max-Min Fair Resource Allocations Quickly on Large Graphs.

Pooria Namyar, Behnaz Arzani, Srikanth Kandula, Santiago Segarra, Daniel Crankshaw, Umesh Krishnaswamy, Ramesh Govindan, Himanshu Raj

Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

Finding Adversarial Inputs for Heuristics using Multi-level Optimization.

Pooria Namyar, Behnaz Arzani, Ryan Beckett, Santiago Segarra, Himanshu Raj, Umesh Krishnaswamy, Ramesh Govindan, Srikanth Kandula

Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

End-to-End Performance Analysis of Learning-enabled Systems.

Pooria Namyar, Michael Schapira, Ramesh Govindan, Santiago Segarra, Ryan Beckett, Siva Kesava Reddy Kakarla, Behnaz Arzani

Proceedings of the 23rd ACM Workshop on Hot Topics in Networks, 2024

Towards Safer Heuristics With XPlain.

Pantea Karimi, Solal Pirelli, Siva Kesava Reddy Kakarla, Ryan Beckett, Santiago Segarra, Beibin Li, Pooria Namyar, Behnaz Arzani

Proceedings of the 23rd ACM Workshop on Hot Topics in Networks, 2024

2023

Mitigating the Performance Impact of Network Failures in Public Clouds.

Pooria Namyar, Behnaz Arzani, Daniel Crankshaw, Daniel S. Berger, Kevin Hsieh, Srikanth Kandula, Ramesh Govindan

CoRR, 2023

Rethinking Machine Learning Collective Communication as a Multi-Commodity Flow Problem.

Behnaz Arzani, Siva Kesava Reddy Kakarla, Miguel Castro, Srikanth Kandula, Saeed Maleki, Luke Marshall

CoRR, 2023

A Holistic View of AI-driven Network Incident Management.

Pouya Hamadanian, Behnaz Arzani, Sadjad Fouladi, Siva Kesava Reddy Kakarla, Rodrigo Fonseca, Denizcan Billor, Ahmad Cheema, Edet Nkposong, Ranveer Chandra

Proceedings of the 22nd ACM Workshop on Hot Topics in Networks, 2023

2022

FedSpace: An Efficient Federated Learning Framework at Satellites and Ground Stations.

Jinhyun So, Kevin Hsieh, Behnaz Arzani, Shadi A. Noghabi, Salman Avestimehr, Ranveer Chandra

CoRR, 2022

Matchmaker: Data Drift Mitigation in Machine Learning for Large-Scale Systems.

Ankur Mallick, Kevin Hsieh, Behnaz Arzani, Gauri Joshi

Proceedings of the Fifth Conference on Machine Learning and Systems, 2022

Minding the gap between fast heuristics and their optimal counterparts.

Pooria Namyar, Behnaz Arzani, Ryan Beckett, Santiago Segarra, Himanshu Raj, Srikanth Kandula

Proceedings of the 21st ACM Workshop on Hot Topics in Networks, 2022

2021

Interpret-able feedback for AutoML systems.

Behnaz Arzani, Kevin Hsieh, Haoxian Chen

CoRR, 2021

Contracting Wide-area Network Topologies to Solve Flow Problems Quickly.

Firas Abuzaid, Srikanth Kandula, Behnaz Arzani, Ishai Menache, Matei Zaharia, Peter Bailis

Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021

Towards a Cost vs. Quality Sweet Spot for Monitoring Networks.

Nofel Yaseen, Behnaz Arzani, Krishna Chintalapudi, Vaishnavi Nattar Ranganathan, Felipe Vieira Frujeri, Kevin Hsieh, Daniel S. Berger, Vincent Liu, Srikanth Kandula

Proceedings of the HotNets '21: The 20th ACM Workshop on Hot Topics in Networks, 2021

Interpretable Feedback for AutoML and a Proposal for Domain-customized AutoML for Networking.

Behnaz Arzani, Kevin Hsieh, Haoxian Chen

Proceedings of the HotNets '21: The 20th ACM Workshop on Hot Topics in Networks, 2021

2020

Towards A Domain-Customized Automated Machine Learning Framework For Networks and Systems.

Behnaz Arzani, Bita Rouhani

CoRR, 2020

GRooT: Proactive Verification of DNS Configurations.

Siva Kesava Reddy Kakarla, Ryan Beckett, Behnaz Arzani, Todd D. Millstein, George Varghese

Proceedings of the SIGCOMM '20: Proceedings of the 2020 Annual conference of the ACM Special Interest Group on Data Communication on the applications, 2020

Scouts: Improving the Diagnosis Process Through Domain-customized Incident Routing.

Jiaqi Gao, Nofel Yaseen, Robert MacDavid, Felipe Vieira Frujeri, Vincent Liu, Ricardo Bianchini, Ramaswamy Aditya, Xiaohang Wang, Henry Lee, David A. Maltz, Minlan Yu, Behnaz Arzani

Proceedings of the SIGCOMM '20: Proceedings of the 2020 Annual conference of the ACM Special Interest Group on Data Communication on the applications, 2020

Aragog: Scalable Runtime Verification of Shardable Networked Systems.

Nofel Yaseen, Behnaz Arzani, Ryan Beckett, Selim Ciraci, Vincent Liu

Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

PrivateEye: Scalable and Privacy-Preserving Compromise Detection in the Cloud.

Behnaz Arzani, Selim Ciraci, Stefan Saroiu, Alec Wolman, Jack W. Stokes, Geoff Outhred, Lechao Diwu

Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, 2020

2019

dShark: A General, Easy to Program and Scalable Framework for Analyzing In-network Packet Traces.

Da Yu, Yibo Zhu, Behnaz Arzani, Rodrigo Fonseca, Tianrong Zhang, Karl Deng, Lihua Yuan

Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

2018

Sunstar: A Cost-effective Multi-Server Solution for Reliable Video Delivery.

Behnaz Arzani, Nicholas Iodice, Steven Hwang, Prahalad Venkataramanan, Roch Geurin, Boon Thau Loo

CoRR, 2018

007: Democratically Finding the Cause of Packet Drops.

Behnaz Arzani, Selim Ciraci, Luiz F. O. Chamon, Yibo Zhu, Hongqiang Liu, Jitu Padhye, Boon Thau Loo, Geoff Outhred

Proceedings of the 15th USENIX Symposium on Networked Systems Design and Implementation, 2018

Cloud Datacenter SDN Monitoring: Experiences and Challenges.

Arjun Roy, Deepak Bansal, David Brumley, Harish Kumar Chandrappa, Parag Sharma, Rishabh Tewari, Behnaz Arzani, Alex C. Snoeren

Proceedings of the Internet Measurement Conference 2018, 2018

2017

Closing the Network Diagnostics Gap with Vigil.

Behnaz Arzani, Selim Ciraci, Luiz F. O. Chamon, Yibo Zhu, Hongqiang Harry Liu, Jitu Padhye, Geoff Outhred, Boon Thau Loo

Proceedings of the Posters and Demos Proceedings of the Conference of the ACM Special Interest Group on Data Communication, 2017

2016

Taking the Blame Game out of Data Centers Operations with NetPoirot.

Behnaz Arzani, Selim Ciraci, Boon Thau Loo, Assaf Schuster, Geoff Outhred

Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

2015

FixRoute: A Unified Logic and Numerical Tool for Provably Safe Internet Traffic Engineering.

Behnaz Arzani, Alexander J. T. Gurney, Bo Li, Xianglong Han, Roch Guérin, Boon Thau Loo

CoRR, 2015

2014

Deconstructing MPTCP Performance.

Behnaz Arzani, Alexander J. T. Gurney, Sitian Cheng, Roch Guérin, Boon Thau Loo

Proceedings of the 22nd IEEE International Conference on Network Protocols, 2014

Multi-path Solutions to Improve Network Performance.

Behnaz Arzani

Proceedings of the 22nd IEEE International Conference on Network Protocols, 2014

Impact of Path Characteristics and Scheduling Policies on MPTCP Performance.

Behnaz Arzani, Alexander J. T. Gurney, Shuotian Cheng, Roch Guérin, Boon Thau Loo

Proceedings of the 28th International Conference on Advanced Information Networking and Applications Workshops, 2014

2012

A distributed routing protocol for predictable rates in wireless mesh networksy.

Behnaz Arzani, Roch Guérin, Alejandro Ribeiro

Proceedings of the 20th IEEE International Conference on Network Protocols, 2012