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Haoran Qiu
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 24
Top Topics
Cloud Platform
Function Approximation
Resource Management
Reinforcement Learning
Top Venues
CoRR
NeurIPS
WOSC@Middleware
IEEE Trans. Serv. Comput.
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Publications
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Xiangyuan Zhang
,
Weichao Mao
,
Haoran Qiu
,
Tamer Basar
Decision Transformer as a Foundation Model for Partially Observable Continuous Control.
CoRR
(2024)
Haoran Qiu
,
Weichao Mao
,
Archit Patke
,
Shengkun Cui
,
Saurabh Jha
,
Chen Wang
,
Hubertus Franke
,
Zbigniew T. Kalbarczyk
,
Tamer Basar
,
Ravishankar K. Iyer
Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction.
CoRR
(2024)
Haoran Qiu
,
Weichao Mao
,
Archit Patke
,
Shengkun Cui
,
Chen Wang
,
Hubertus Franke
,
Zbigniew Kalbarczyk
,
Tamer Basar
,
Ravi K. Iyer
FLASH: Fast Model Adaptation in ML-Centric Cloud Platforms.
MLSys
(2024)
Weichao Mao
,
Haoran Qiu
,
Chen Wang
,
Hubertus Franke
,
Zbigniew Kalbarczyk
,
Tamer Basar
$\widetilde{O}(T^{-1})$ {C}onvergence to (coarse) correlated equilibria in full-information general-sum markov games.
L4DC
(2024)
Archit Patke
,
Dhemath Reddy
,
Saurabh Jha
,
Haoran Qiu
,
Christian Pinto
,
Shengkun Cui
,
Chandra Narayanaswami
,
Zbigniew Kalbarczyk
,
Ravishankar K. Iyer
One Queue Is All You Need: Resolving Head-of-Line Blocking in Large Language Model Serving.
CoRR
(2024)
Weichao Mao
,
Haoran Qiu
,
Chen Wang
,
Hubertus Franke
,
Zbigniew Kalbarczyk
,
Tamer Basar
) Convergence to (Coarse) Correlated Equilibria in Full-Information General-Sum Markov Games.
CoRR
(2024)
Haoran Qiu
,
Dion Hoe-Lian Goh
,
Ruoxi Liu
,
Peter J. Schulz
From Stickers to Personas: Utilizing Instant Messaging Stickers for Impression Management by Gen Z.
iConference (2)
(2024)
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
SmartOClock: Workload- and Risk-Aware Overclocking in the Cloud.
ISCA
(2024)
Haoran Qiu
,
Weichao Mao
,
Archit Patke
,
Shengkun Cui
,
Saurabh Jha
,
Chen Wang
,
Hubertus Franke
,
Zbigniew Kalbarczyk
,
Tamer Basar
,
Ravishankar K. Iyer
Power-aware Deep Learning Model Serving with μ-Serve.
USENIX ATC
(2024)
Weichao Mao
,
Haoran Qiu
,
Chen Wang
,
Hubertus Franke
,
Zbigniew Kalbarczyk
,
Ravishankar K. Iyer
,
Tamer Basar
Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task Similarity.
NeurIPS
(2023)
Haoran Qiu
,
Weichao Mao
,
Chen Wang
,
Hubertus Franke
,
Alaa Youssef
,
Zbigniew T. Kalbarczyk
,
Tamer Basar
,
Ravishankar K. Iyer
AWARE: Automate Workload Autoscaling with Reinforcement Learning in Production Cloud Systems.
USENIX Annual Technical Conference
(2023)
Haoran Qiu
,
Tao Ji
,
Shixiong Zhao
,
Xusheng Chen
,
Ji Qi
,
Heming Cui
,
Sen Wang
A Geography-Based P2P Overlay Network for Fast and Robust Blockchain Systems.
IEEE Trans. Serv. Comput.
16 (3) (2023)
Haoran Qiu
,
Weichao Mao
,
Archit Patke
,
Chen Wang
,
Hubertus Franke
,
Zbigniew T. Kalbarczyk
,
Tamer Basar
,
Ravishankar K. Iyer
Reinforcement learning for resource management in multi-tenant serverless platforms.
EuroMLSys@EuroSys
(2022)
Weichao Mao
,
Haoran Qiu
,
Chen Wang
,
Hubertus Franke
,
Zbigniew Kalbarczyk
,
Ravishankar K. Iyer
,
Tamer Basar
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation.
NeurIPS
(2022)
Archit Patke
,
Haoran Qiu
,
Saurabh Jha
,
Srikumar Venugopal
,
Michele Gazzetti
,
Christian Pinto
,
Zbigniew Kalbarczyk
,
Ravishankar K. Iyer
Evaluating Hardware Memory Disaggregation under Delay and Contention.
IPDPS Workshops
(2022)
Haoran Qiu
,
Weichao Mao
,
Archit Patke
,
Chen Wang
,
Hubertus Franke
,
Zbigniew T. Kalbarczyk
,
Tamer Basar
,
Ravishankar K. Iyer
SIMPPO: a scalable and incremental online learning framework for serverless resource management.
SoCC
(2022)
Haoran Qiu
,
Saurabh Jha
,
Subho S. Banerjee
,
Archit Patke
,
Chen Wang
,
Hubertus Franke
,
Zbigniew T. Kalbarczyk
,
Ravishankar K. Iyer
Is Function-as-a-Service a Good Fit for Latency-Critical Services?
WOSC@Middleware
(2021)
Archit Patke
,
Saurabh Jha
,
Haoran Qiu
,
Jim M. Brandt
,
Ann C. Gentile
,
Joe Greenseid
,
Zbigniew Kalbarczyk
,
Ravishankar K. Iyer
Delay sensitivity-driven congestion mitigation for HPC systems.
ICS
(2021)
Haoran Qiu
,
Yongzhou Chen
,
Tianyin Xu
,
Zbigniew T. Kalbarczyk
,
Ravishankar K. Iyer
SLO beyond the Hardware Isolation Limits.
CoRR
(2021)
Haoran Qiu
,
Subho S. Banerjee
,
Saurabh Jha
,
Zbigniew T. Kalbarczyk
,
Ravishankar K. Iyer
FIRM: An Intelligent Fine-Grained Resource Management Framework for SLO-Oriented Microservices.
CoRR
(2020)
Archit Patke
,
Saurabh Jha
,
Haoran Qiu
,
Jim M. Brandt
,
Ann C. Gentile
,
Joe Greenseid
,
Zbigniew Kalbarczyk
,
Ravishankar K. Iyer
Application-aware Congestion Mitigation forHigh-Performance Computing Systems.
CoRR
(2020)
Haoran Qiu
,
Subho S. Banerjee
,
Saurabh Jha
,
Zbigniew T. Kalbarczyk
,
Ravishankar K. Iyer
FIRM: An Intelligent Fine-grained Resource Management Framework for SLO-Oriented Microservices.
OSDI
(2020)
Shixiong Zhao
,
Rui Gu
,
Haoran Qiu
,
Tsz On Li
,
Yuexuan Wang
,
Heming Cui
,
Junfeng Yang
OWL: Understanding and Detecting Concurrency Attacks.
DSN
(2018)
Cheng Wang
,
Xusheng Chen
,
Weiwei Jia
,
Boxuan Li
,
Haoran Qiu
,
Shixiong Zhao
,
Heming Cui
PLOVER: Fast, Multi-core Scalable Virtual Machine Fault-tolerance.
NSDI
(2018)