Imran Fareed
Senior Researcher
Barcelona Supercomputing Center,
Spain
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I am a senior researcher in the department of computer sciences at Barcelona Supercomputing Center, Spain since November 2023. I completed PhD degree in Computer Engineering from Embedded Computing Lab, KAIST, South Korea (Advisor: Professor Soontae Kim) from March 2016 to February 2021.
I am a senior researcher in the department of computer sciences at Barcelona Supercomputing Center, Spain since November 2023. I completed PhD degree in Computer Engineering from Embedded Computing Lab, KAIST, South Korea (Advisor: Professor Soontae Kim) from March 2016 to February 2021.
My research interest focuses on performance modeling/analysis, application profiling, designing future architectures, In-storage computing, Next-generation memory systems, Near-data processing, Embedded systems, Secure computing, HPC & AI.
My research interest focuses on performance modeling/analysis, application profiling, designing future architectures, In-storage computing, Next-generation memory systems, Near-data processing, Embedded systems, Secure computing, HPC & AI.
Research Experience
Research Experience
Research Engineer [Oct 2021 - Sept 2023]
Research Engineer [Oct 2021 - Sept 2023]
Compute System Architecture / Future System Exploration
Compute System Architecture / Future System Exploration
IMEC
Leuven, Belgium.
Research areas: performance analysis, large scale computer systems, In-storage Computing, HPC
Team lead: Sourav Sen Gupta
Post-Doctoral researcher [Mar 2021 - Aug 2021]
Post-Doctoral researcher [Mar 2021 - Aug 2021]
School of Computing, KAIST, South Korea.
Research areas: SSD firmware (FTL), SmartSSD, In-storage computing
PI: Soontae Kim
Education
Education
Doctor of Philosophy (PhD) [Mar 2016 - Feb 2021]
Doctor of Philosophy (PhD) [Mar 2016 - Feb 2021]
School of Computing, KAIST, South Korea.
Research areas: SSD firmware (FTL), Non-volatile memory systems, Secure Computing, SSD, Embedded Systems
Thesis Title: Partial Page-aware High Performance Solid State Drives
Advisor: Soontae Kim
Master of Computer Applications (MCA) [Jul 2012 - Jun 2015]
Master of Computer Applications (MCA) [Jul 2012 - Jun 2015]
Department of Computer Science
Jamia Millia Islamia
New Delhi, India.
Bachelor of Science (BSc) [Aug 2009 - Jun 2012]
Bachelor of Science (BSc) [Aug 2009 - Jun 2012]
Department of Computer Science
Jamia Millia Islamia
New Delhi, India.
Research Projects
Research Projects
Performance modelling and analysis of large-scale systems
Highly reliable and secure non-volatile memory design
Near data processing [SmartSSD]
Real-time radar embedded system implementation
Low-cost hardware/software co-design techniques for reliable embedded systems
Efficient address translation for improving virtual memory performance
Publications
Publications
[ICS 2020] Leveraging Intra-page Update Diversity for Mitigating Write Amplification in SSDs (PAPER, Link)
Imran Fareed, Mincheol Kang, Wonyoung Lee, and Soontae Kim
Proceedings of the 34th ACM International Conference on Supercomputing (ICS'20), Barcelona, Spain, 2020.
[MSST 2020] PAPA: Partial Page-aware Page Allocation in TLC Flash SSD for Performance Enhancement (PAPER, Link)
Imran Fareed, Mincheol Kang, Wonyoung Lee, and Soontae Kim
36th International Conference on Massive Storage Systems and Technology (MSST'20), Santa Clara, USA, 2020.
[IEEE TCAD 2021] Update Frequency-directed Subpage Management for Mitigating Garbage Collection and DRAM Overheads (PAPER, Link)
Imran Fareed, Mincheol Kang, Wonyoung Lee, and Soontae Kim
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD).
[Elsevier 2021] A comprehensive analysis of PV cell parameters with varying halides stoichiometry in mixed halide perovskite solar cells (PAPER, Link)
ScienceDirect, Optical Materials.
[IEEE TC 2022] Boosting Performance and Lifetime of Consumer SSDs by Alleviating Write Amplification
Imran Fareed, Mincheol kang, Wonyoung Lee, and Soontae Kim
under review IEEE Transactions on Computers (IEEE TC).
[Elsevier 2022] A comprehensive degradation assessment of silicon photovoltaic modules installed on concrete base under hot and low-humidity environments
Firoz Khan, Imran Fareed, and Jae Hyun Kim
under review Energy and Buildings.
[Springer 2015] Paraboloid Structured Silicon Surface for Enhanced Light Absorption: Experimental and Simulative Investigations (PAPER, Link)
Firoz Khan, Seong-Ho Baek , Jasmeet Kaur, Imran Fareed, Abdul Mobin, and Jae Hyun Kim
Awards and Professional Services
Awards and Professional Services
Awarded KAIST (Korean government) scholarship for PhD program from Mar 2016 to Feb 2021.
Expert reviewer for IEEE Transactions on Parallel and Distributed Systems (IEEE TPDS) 2018 - present.
Expert reviewer for IEEE Embedded Systems Letters (IEEE LES) 2021 - present.
Internship in Tata Teleservices Limited from January 2015 to June 2015.
Contact
Contact
Email:imran[dot]fareed[at]bsc[dot]es
Phone: +34687165783
Address: Barcelona Supercomputing Center
Plaça Eusebi Güell, 1-3
08034 Barcelona (Spain)
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