SSRC: Yan Li

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yanli «at» ascar·io
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Yan Li

Yan (Elliot) Li joined the SSRC in 2011 and earned his Ph.D. in 2017. He worked on the Quality of Service (QoS) of large-scale storage systems, as well as energy consumption of storage systems of future exascale supercomputers. His focus is on improving storage bandwidth utilization and resource allocation fairness, as well as reducing the energy cost for exascale storage systems. His interests also cover storage system reliability modeling, simulation, archival storage systems, and digital preservation. Before joining the SSRC, he spent 15 years working in the industry, developing Linux-based operating systems for IBM and Intel.

Now Yan is working in a startup that focuses on using machine learning to automate performance tuning for computer storage systems.

Yan's Google Scholar profile.

Publications

Date		Publication
Aug 29, 2018		Yulai Xie, Dan Feng, Yuchong Hu, Yan Li, Staunton Sample, Darrell D. E. Long, Pagoda: A Hybrid Approach to Enable Efficient Real-time Provenance Based Intrusion Detection in Big Data Environments, IEEE transactions on dependable and secure computing , August 2018.
Nov 13, 2017		Yan Li, Oceane Bel, Kenneth Chang, Ethan L. Miller, Darrell D. E. Long, CAPES: Unsupervised Storage Performance Tuning Using Neural Network-Based Deep Reinforcement Learning, Supercomputing '17, November 2017. [Scalable High-Performance QoS] [Tracing and Benchmarking] [Ultra-Large Scale Storage]
Sep 19, 2016		Yan Li, Yash Gupta, Ethan L. Miller, Darrell D. E. Long, Pilot: A Framework that Understands How to Do Performance Benchmarks The Right Way, Proceedings of the 24th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2016), September 2016. [Tracing and Benchmarking] [Ultra-Large Scale Storage] [Storage QoS]
Mar 1, 2016		Yulai Xie, Dan Feng, Yan Li, Darrell D. E. Long, Oasis: an Active Storage Framework for Object Storage Platform, Future Generation Computer Systems , March 2016. [Tracing and Benchmarking]
Jun 2, 2015		Yan Li, Xiaoyuan Lu, Ethan L. Miller, Darrell D. E. Long, ASCAR: Automating Contention Management for High-Performance Storage Systems, 31st International Conference on Massive Storage Systems and Technologies (MSST2015), June 2015. [Scalable High-Performance QoS] [Ultra-Large Scale Storage] [Storage QoS]
Sep 10, 2014		Yan Li, Darrell D. E. Long, Which Storage Device is the Greenest? Modeling the Energy Cost of I/O Workloads, 22nd IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2014), September 2014. [Tracing and Benchmarking]
Sep 9, 2014		Yan Li, Darrell D. E. Long, Which Storage Device is Greenest? Modeling the Energy Cost of I/O Workloads, Proceedings of the Twenty-second International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems , September 2014. [Designing an Efficient Flash Translation]
Nov 1, 2013		Yulai Xie, Kiran-Kumar Muniswamy-Reddy, Dan Feng, Yan Li, Darrell D. E. Long, Evaluation of a Hybrid Approach for Efficient Provenance Storage, ACM Transactions on Storage , November 2013. [Archival Storage]
Feb 13, 2013		Yan Li, Nakul Dhotre, Yasuhiro Ohara, Thomas Kroeger, Ethan L. Miller, Darrell D. E. Long, Horus: Fine-Grained Encryption-Based Security for Large-Scale Storage, Proceedings of the 11th Conference on File and Storage Systems (FAST 2013), February 2013. [Secure File and Storage Systems] [Ultra-Large Scale Storage]
Oct 29, 2012		Yulai Xie, Kiran-Kumar Muniswamy-Reddy, Dan Feng, Yan Li, Darrell D. E. Long, Zhipeng Tan, Lei Chen, A Hybrid Approach for Efficient Provenance Storage, The 21st ACM Conference on Information and Knowledge Management (CIKM), October 2012. [Scalable File System Indexing] [Dynamic Non-Hierarchical File Systems] [Ultra-Large Scale Storage]
Oct 29, 2012		Yulai Xie, Kiran-Kumar Muniswamy-Reddy, Dan Feng, Yan Li, Darrell D. E. Long, Zhipeng Tan, Lei Chen, A Hybrid Approach for Efficient Provenance Storage, Proceedings of International Conference on Information and Knowledge Management (CIKM), October 2012. [Secure Networks]
Jun 4, 2012		Yan Li, Darrell D. E. Long, Ethan L. Miller, Understanding Data Survivability in Archival Storage Systems, Proceedings of the 5th Annual International Systems and Storage Conference (SYSTOR 2012), June 2012. [Archival Storage] [Reliable Storage]

Click here for a list of recent collaborators.

Last modified Aug 16 2020