Haoran Qiu

According to our database, Haoran Qiu authored at least 25 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

One Queue Is All You Need: Resolving Head-of-Line Blocking in Large Language Model Serving.

Archit Patke, Dhemath Reddy, Saurabh Jha, Haoran Qiu, Christian Pinto, Shengkun Cui, Chandra Narayanaswami, Zbigniew Kalbarczyk, Ravishankar K. Iyer

CoRR, 2024

Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction.

Haoran Qiu, Weichao Mao, Archit Patke, Shengkun Cui, Saurabh Jha, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer

CoRR, 2024

Decision Transformer as a Foundation Model for Partially Observable Continuous Control.

Xiangyuan Zhang, Weichao Mao, Haoran Qiu, Tamer Basar

CoRR, 2024

Õ(T^-1) Convergence to (Coarse) Correlated Equilibria in Full-Information General-Sum Markov Games.

Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Tamer Basar

CoRR, 2024

Power-aware Deep Learning Model Serving with μ-Serve.

Haoran Qiu, Weichao Mao, Archit Patke, Shengkun Cui, Saurabh Jha, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Tamer Basar, Ravishankar K. Iyer

Proceedings of the 2024 USENIX Annual Technical Conference, 2024

FLASH: Fast Model Adaptation in ML-Centric Cloud Platforms.

Haoran Qiu, Weichao Mao, Archit Patke, Shengkun Cui, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Tamer Basar, Ravi K. Iyer

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

$\widetilde{O}(T^{-1})$ {C}onvergence to (coarse) correlated equilibria in full-information general-sum markov games.

Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Tamer Basar

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

SmartOClock: Workload- and Risk-Aware Overclocking in the Cloud.

Jovan Stojkovic, Pulkit A. Misra, Íñigo Goiri, Sam Whitlock, Esha Choukse, Mayukh Das, Chetan Bansal, Jason Lee, Zoey Sun, Haoran Qiu, Reed Zimmermann, Savyasachi Samal, Brijesh Warrier, Ashish Raniwala, Ricardo Bianchini

Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

From Stickers to Personas: Utilizing Instant Messaging Stickers for Impression Management by Gen Z.

Haoran Qiu, Dion Hoe-Lian Goh, Ruoxi Liu, Peter J. Schulz

Proceedings of the Wisdom, Well-Being, Win-Win, 2024

When Green Computing Meets Performance and Resilience SLOs.

Haoran Qiu, Weichao Mao, Chen Wang, Saurabh Jha, Hubertus Franke, Chandra Narayanaswami, Zbigniew Kalbarczyk, Tamer Basar, Ravishankar K. Iyer

Proceedings of the 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2024

Queue Management for SLO-Oriented Large Language Model Serving.

Archit Patke, Dhemath Reddy, Saurabh Jha, Haoran Qiu, Christian Pinto, Chandra Narayanaswami, Zbigniew Kalbarczyk, Ravishankar K. Iyer

Proceedings of the 2024 ACM Symposium on Cloud Computing, 2024

2023

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

IEEE Trans. Serv. Comput., 2023

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

Proceedings of the 2023 USENIX Annual Technical Conference, 2023

Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task Similarity.

Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Tamer Basar

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

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

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

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

Proceedings of the EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5, 2022

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

Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, 2022

2021

SLO beyond the Hardware Isolation Limits.

Haoran Qiu, Yongzhou Chen, Tianyin Xu, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer

CoRR, 2021

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

Proceedings of the WoSC '21: Proceedings of the Seventh International Workshop on Serverless Computing (WoSC7) 2021, 2021

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

Proceedings of the ICS '21: 2021 International Conference on Supercomputing, 2021

2020

Application-aware Congestion Mitigation forHigh-Performance Computing Systems.

Archit Patke, Saurabh Jha, Haoran Qiu, Jim M. Brandt, Ann C. Gentile, Joe Greenseid, Zbigniew Kalbarczyk, Ravishankar K. Iyer

CoRR, 2020

FIRM: An Intelligent Fine-grained Resource Management Framework for SLO-Oriented Microservices.

Haoran Qiu, Subho S. Banerjee, Saurabh Jha, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer

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

2018

PLOVER: Fast, Multi-core Scalable Virtual Machine Fault-tolerance.

Cheng Wang, Xusheng Chen, Weiwei Jia, Boxuan Li, Haoran Qiu, Shixiong Zhao, Heming Cui

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

OWL: Understanding and Detecting Concurrency Attacks.

Shixiong Zhao, Rui Gu, Haoran Qiu, Tsz On Li, Yuexuan Wang, Heming Cui, Junfeng Yang

Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2018