Guanzhou Hu

Feeling comfortably numb

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To all my loved ones, cheers ♥
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Publications

I was fortunate to be advised by Prof. Andrea Arpaci-Dusseau and Prof. Remzi Arpaci-Dusseau (great advisors!) during my Ph.D., working on distributed systems and algorithms, operating systems, and cloud storage infrastructure. My dissertation modernizes consensus protocols for replicated, fault-tolerant cloud services. I also studied file systems and kernel storage stack technologies for new hardware such as persistent memory.

I had a great internship experience at Amazon Web Services supervised by James Bornholt and Andy Warfield, doing a cool cloud storage project for AI workloads.

I worked in the awesome group led by Prof. Harry Xu as a summer research intern on scaling and accelerating graph neural networks computation using serverless computing.

I learned a lot from Prof. Shu Yin during my undergraduate study on optimizing file system data organization for inherently-structured workloads.

Dissertation

Wisc 2025 Cloud Consensus Protocols with Optimistic Connectivity
Guanzhou Hu, Computer Sciences at UW-Madison
PDF Slides

Conferences

Submission (title fuzzed) Consensus Protocol with Remarkably Strong Read Support
Guanzhou Hu et al.
ACM-DOI Code
Submission (title fuzzed) Replication Protocol For an Unaddressed Type of Workloads
Guanzhou Hu et al.
USENIX Code
SIGMOD '26 (To appear) Efficient Coordination for Autoscaling Cloud DBMS
Wenjie Hu, Guanzhou Hu, Mahesh Balakrishnan, Xiangyao Yu
ACM-DOI Code
FAST '23 MadFS: Per-File Virtualization for Userspace Persistent Memory Filesystems
Shawn Zhong, Chenhao Ye, Guanzhou Hu, Suyan Qu, Andrea Arpaci-Dusseau, Remzi Arpaci-Dusseau, Michael Swift
USENIX Code
OSDI '21 Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads
John Thorpe, Yifan Qiao, Jonathan Eyolfson, Shen Teng, Guanzhou Hu, Zhihao Jia, Jinliang Wei, Keval Vora, Ravi Netravali, Miryung Kim, Guoqing Harry Xu
USENIX Code
FAST '21 The Storage Hierarchy is Not a Hierarchy: Optimizing Caching on Modern Storage Devices with Orthus
Kan Wu, Zhihan Guo, Guanzhou Hu, Kaiwei Tu, Ramnatthan Alagappan, Rathijit Sen, Kwanghyun Park, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
USENIX Code
SC '20 BORA: A Bag Optimizer for Robotic Analysis
Jian Zhang, Tao Xie, Yuzhuo Jing, Yanjie Song, Guanzhou Hu, Si Chen, Shu Yin
ACM-DOI

Preprints

arXiv '24 A Unified, Practical, and Understandable Model of Non-transactional Consistency Levels in Distributed Replication
Guanzhou Hu, Andrea Arpaci-Dusseau, Remzi Arpaci-Dusseau
arXiv Code
arXiv '24 Foreactor: Exploiting Storage I/O Parallelism with Explicit Speculation
Guanzhou Hu, Andrea Arpaci-Dusseau, Remzi Arpaci-Dusseau
arXiv Code

Patents

CN Patent A Storage System Management Policy Based on Data Content Locality
Shu Yin, Guanzhou Hu
Filed in June 2019. Patent number 201910499391.9