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Ziqi Fan, Ph.D.


Sr. Software Engineer at Samsung
San Jose, CA
Email: fanxx234 AT umn DOT edu

Welcome!

I am a senior software engineer at System Architecture Lab, Samsung Electronics located in San Jose, California. I am currently working on next-generation memory for accelerating machine learning and deep learning.

I received my Ph.D. at Department of Computer Science and Engineering, University of Minnesota - Twin Cities (August 2012 - May 2017). My Ph.D. advisor is Dr. David H.C. Du.

Before joining UMN, I obtained my B.E. degree in Software Engineering from Dalian University of Technology, China (August 2008 - June 2012).


Work Experience

Kernel Research Intern at Hewlett-Packard Enterprise, Fremont, CA, 06/2016-09/2016
- Add a persistent memory cache for HPE StoreVirtual storage system
- The persistent memory cache can improve I/O performance, guarantee data persistence, and provide data high-availability
Research Intern at Samsung Semiconductor Inc. , San Jose, CA, 06/2015-09/2015
- Design and develop a novel data deduplication system on Samsung Smart SSD with in-storage computing capabilities
- Our dedupe system can achieve fast key lookup to accelerate the whole data dedupe process
Kernel Engineer Intern at Hewlett-Packard Enterprise, Fremont, CA, 06/2014-09/2014
- HPE 3PAR storage server data deduplication development and enhancement
- HPE 3PAR OS command line interface enhancement
Research Intern at Chinese Academy of Sciences, Beijing, CN, 08/2011-01/2012
- Searched for new methods to avoid congestion on Named Data Networking
- Improved the efficiency of real time transmission mechanism on Named Data Networking

Publications

Journal Papers

A Lookahead Read Cache: Improving Read Performance for Deduplication Backup Storage
Dongchul Park, Ziqi Fan, Young Jin Nam, David H.C. Du
In Journal of Computer Science and Technology, Volume 32, Issue 1, pp 26-40, January 2017
JCST 2017 PDF

Conference Papers

Hibachi: A Cooperative Hybrid Cache with NVRAM and DRAM for Storage Arrays
Ziqi Fan, Fenggang Wu, Dongchul Park, Jim Diehl, Doug Voigt, David H.C. Du
In 33rd International Conference on Massive Storage Systems and Technology, Santa Clara, CA, 2017
MSST 2017 PDF
Evaluating Host-Aware SMR Drives
Fenggang Wu, Ming-Chang Yang, Ziqi Fan, Baoquan Zhang, Xiongzi Ge, David H.C. Du
In the 8th USENIX Workshop on Hot Topics in Storage and File Systems, Denver, CO, 2016
HotStorage 2016 PDF
I/O-Cache: A Non-Volatile Memory Based Buffer Cache Policy to Improve Storage Performance
Ziqi Fan, Alireza Haghdoost, David H.C. Du, Doug Voigt
In IEEE 23nd International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, Atlanta, GA, 2015
MASCOTS 2015 PDF
H-ARC: A Non-Volatile Memory Based Cache Policy for Solid State Drives
Ziqi Fan, David H.C. Du, Doug Voigt
In 30th International Conference on Massive Storage Systems and Technology, Santa Clara, CA, 2014
MSST 2014 PDF
Removing Heavily Curved Path: Improved DV-Hop Localization in Anisotropic Sensor Networks
Ziqi Fan, Yuanfang Chen, Lei Wang, Lei Shu, Takahiro Hara
In 7th International Conference on Mobile Ad-hoc and Sensor Networks, Beijing, China, 2011
MSN 2011 PDF
The Insights of DV-based Localization Algorithms in the Wireless Sensor Networks with Duty-cycled and Radio Irregular Sensors
Yuanfang Chen, Lei Shu, Mingchu Li, Ziqi Fan, Lei Wang, Takahiro Hara
In IEEE International Conference on Communications, Kyoto, Japan, 2011
ICC 2011 PDF
Predictive-TDMA: A Markov Chain Based MAC Protocol for Mesh Networks
Ziqi Fan, Lei Wang, Xiaohui Wang
In IEEE 73rd Vehicular Technology Conference, Budapest, Hungary, 2011
VTC 2011 Spring PDF

Technical Presentation (WiPs / Posters)

Guaranteed QoS with Integrated Control for Networked Storage
Hao Wen, Zhichao Cao, Yang Zhang, Xiang Cao, Ziqi Fan, Doug Voigt, David H.C. Du
In 15th USENIX Conference on File and Storage Technologies, Santa Clara, CA, 2017
FAST 2017
Non-Volatile Memory Based Cache Replacement Policy
Ziqi Fan, Alireza Haghdoost, David H.C. Du, Doug Voigt
In 5th Annual Non-Volatile Memories Workshop, San Diego, CA, 2014
NVMW 2014 PDF
Impacts of Duty-Cycle and Radio Irregularity on HCRL Localization in Wireless Sensor Networks
Ziqi Fan, Yuanfang Chen, Lei Shu, Lei Wang, Takahiro Hara, Shojiro Nishio
In 18th IEEE International Conference on Network Protocols, Kyoto, Japan, 2010
ICNP 2010 PDF

Patents

A Named Data Networking Based Speaker Detection Method for Audio Conferences
Qian Tan, Yang Li, Haibo Li, Tao Lin, Hui Tang, Ziqi Fan
Publication No. CN103167191A, Publication Date June 19, 2013