Haoran Qiu

Researcher, Azure Research – Systems, Microsoft

Joined

May 2022

Names

Haoran Qiu (Preferred)

Emails

****@illinois.edu (Confirmed)

****@microsoft.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Azure Research – Systems, Microsoft (microsoft.com)

2024 – Present

PhD student

Computer Science, University of Illinois at Urbana-Champaign (illinois.edu)

2019 – 2024

Undergrad student

University of Hong Kong (hku.hk)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Ravishankar K. Iyer

2019 – 2024

Expertise

Distributed Systems

Present

Machine Learning

Present

ML Systems

Present

Publications

A Geography-Based P2P Overlay Network for Fast and Robust Blockchain Systems
Haoran Qiu, Tao Ji, Shixiong Zhao, Xusheng Chen, Ji Qi, Heming Cui, Sen Wang
- Published: 01 Jan 2023, Last Modified: 15 Aug 2023
- IEEE Trans. Serv. Comput. 2023
- Readers: Everyone
Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task Similarity
Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Ravi Iyer, Tamer Basar
- NeurIPS 2023 poster
- Readers: Everyone
AWARE: Automate Workload Autoscaling with Reinforcement Learning in Production Cloud Systems
Haoran Qiu, Weichao Mao, Chen Wang, Hubertus Franke, Alaa Youssef, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer
- Published: 01 Jan 2023, Last Modified: 15 Aug 2023
- USENIX Annual Technical Conference 2023
- Readers: Everyone
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation
Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Ravi Iyer, Tamer Basar
- Published: 31 Oct 2022, Last Modified: 17 Dec 2022
- NeurIPS 2022 Accept
- Readers: Everyone
Reinforcement learning for resource management in multi-tenant serverless platforms
Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer
- 2022 (modified: 16 Apr 2023)
- EuroMLSys@EuroSys 2022
- Readers: Everyone
SIMPPO: a scalable and incremental online learning framework for serverless resource management
Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer
- 2022 (modified: 16 Apr 2023)
- SoCC 2022
- Readers: Everyone
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation
Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Tamer Basar
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- NeurIPS 2022
- Readers: Everyone
Evaluating Hardware Memory Disaggregation under Delay and Contention
Archit Patke, Haoran Qiu, Saurabh Jha, Srikumar Venugopal, Michele Gazzetti, Christian Pinto, Zbigniew Kalbarczyk, Ravishankar K. Iyer
- Published: 01 Jan 2022, Last Modified: 15 Aug 2023
- IPDPS Workshops 2022
- Readers: Everyone
Is Function-as-a-Service a Good Fit for Latency-Critical Services?
Haoran Qiu, Saurabh Jha, Subho S. Banerjee, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- WOSC@Middleware 2021
- Readers: Everyone
Delay sensitivity-driven congestion mitigation for HPC systems
Archit Patke, Saurabh Jha, Haoran Qiu, Jim M. Brandt, Ann C. Gentile, Joe Greenseid, Zbigniew Kalbarczyk, Ravishankar K. Iyer
- Published: 01 Jan 2021, Last Modified: 15 Aug 2023
- ICS 2021
- Readers: Everyone

View all 16 publications

Co-Authors

View all 33 co-authors