Publications

Haoran Qiu, Weichao Mao, Chen Wang, Hubertus Franke, Alaa Youssef, Zbigniew T. Kalbarczyk, Tamer Başar, Ravishankar K. Iyer (2023). AWARE: Automate Workload Autoscaling with Reinforcement Learning in Production Cloud Systems. In Proceedings of the 2023 USENIX Annual Technical Conference (ATC 2023).

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Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer, Tamer Başar (2023). Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task Similarity. In Proceedings of the 37th Conference on Neural Information Processing Systems (NeurIPS 2023).

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Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Başar, Ravishankar K. Iyer (2022). SIMPPO: A Scalable and Incremental Online Learning Framework for Serverless Resource Management. In Proceedings of the 13th ACM Symposium on Cloud Computing (SoCC 2022).

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Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer, Tamer Başar (2022). A Mean-Field Game Approach to Cloud Resource Management with Function Approximation. In Proceedings of the 36th Conference on Neural Information Processing Systems (NeurIPS 2022).

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Archit Patke, Haoran Qiu, Saurabh Jha, Srikumar Venugopal, Michele Gazzetti, Christian Pinto, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer (2022). Evaluating Hardware Memory Disaggregation under Delay and Contention. In Proceedings of the 1st Workshop on Composable Systems Co-located with IPDPS 2022 (CompSys 2022).
Best Presentation Award.

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Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Başar, Ravishankar K. Iyer (2022). Reinforcement Learning for Resource Management in Multi-tenant Serverless Platforms. In Proceedings of the 2nd European Workshop on Machine Learning and Systems Co-located with EuroSys 2022 (EuroMLSys 2022).

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Haoran Qiu, Tao Ji, Shixiong Zhao, Xusheng Chen, Ji Qi, Heming Cui, Sen Wang (2022). A Geography-Based P2P Overlay Network for Fast and Robust Blockchain Systems. IEEE Transactions on Services Computing 2022 (IEEE TSC 2022).

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Haoran Qiu, Saurabh Jha, Subho S. Banerjee, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer (2021). Is Function-as-a-Service a Good Fit for Latency-Critical Services?. In Proceedings of the 7th International Workshop on Serverless Computing (WoSC7) Co-located with ACM/IFIP Middleware 2021 (WoSC 2021).

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Archit Patke, Saurabh Jha, Haoran Qiu, Jim Brandt, Ann Gentile, Joe Greenseid, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer (2021). Delay Sensitivity-driven Congestion Mitigation for HPC systems. In Proceedings of the 35th ACM International Conference on Supercomputing (ICS 2021).

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Haoran Qiu, Subho S. Banerjee, Saurabh Jha, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer (2020). FIRM: An Intelligent Fine-Grained Resource Management Frameworkfor SLO-Oriented Microservices. In Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 2020).

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Shixiong Zhao, Rui Gu, Haoran Qiu, Tsz-On Li, Yuexuan Wang, Heming Cui, Junfeng Yang (2018). OWL: Understanding and Detecting Concurrency Attacks. In Proceedings of the 48th IEEE International Conference on Dependable Systems and Networks (DSN 2018).

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Cheng Wang, Xusheng Chen, Boxuan Li, Haoran Qiu, Shixiong Zhao, Heming Cui (2018). PLOVER: Fast, Multi-core Scalable Virtual Machine Fault-tolerance. In Proceedings of the 15th USENIX Symposium on Networked Systems Design and Implementation (NSDI 2018).

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