Abdullah Al Raqibul Islam
Hi, I am a CS Ph.D. candidate at UNC Charlotte, where I am fortunate to be advised by Prof. Dong Dai on storage systems. My research aims to build a high-performance graph processing engine to support trillion-edge graph processing in a single machine with heterogeneous memory/storage architecture. I exploit emerging storage technologies (e.g., Persistent Memory) in this regard. I am particularly interested in developing intelligent and adaptive data structures to efficiently store dynamic graphs without sacrificing the graph analysis’s efficiency.
Prior to UNC Charlotte, I was appointed as Principal Software Engineer at TigerIT Bangladesh Ltd. where I led a couple of ML and data management related engineering projects. I obtained my bachelor’s degree from University of Dhaka.
[CV] [Google Scholar] [CSAuthors] [GitHub] [LinkedIn] [Twitter]
Publications
Conference Papers
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DGAP: Efficient Dynamic Graph Analysis on Persistent Memory. [Code]
Abdullah Al Raqibul Islam and Dong Dai.
SC 2023. (Acceptance Rate: 23.94%) -
FaultyRank: A Graph-based Parallel File System Checker. [Code]
Saisha Kamat, Abdullah Al Raqibul Islam, Mai Zheng and Dong Dai.
IPDPS 2023. (Acceptance Rate: 25.7%) -
Optimizing Performance and Storage of Memory-Mapped Persistent Data Structures.
Karim Youssef, Abdullah Al Raqibul Islam, Keita Iwabuchi, Wu-chun Feng and Roger Pearce.
HPEC 2022. Outstanding Student Paper Award. -
VCSR: Mutable CSR Graph Format Using Vertex-Centric Packed Memory Array. [Code] [Slides]
Abdullah Al Raqibul Islam, Dong Dai and Dazhao Cheng.
CCGRID 2022. (Acceptance Rate: 24.83%) -
A Performance Study of Optane Persistent Memory: From Indexing Data Structures’ Perspective. [Code] [Slides]
Abdullah Al Raqibul Islam, Anirudh Narayanan, Christopher York and Dong Dai.
MSST 2020. (Acceptance Rate: 29%)
Journal Papers
- A Performance Study of Optane Persistent Memory: From Storage Data Structures’ Perspective. [Code]
Abdullah Al Raqibul Islam, Christopher York and Dong Dai.
THPC 2022. Journal Paper.
Posters / WiPs / Brief Announcements
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Efficient Large Dynamic Graph Analysis on Emerging Storage Technology.
Abdullah Al Raqibul Islam and Dong Dai.
IPDPS 2023. PhD Forum. -
A Framework for Large Dynamic Graph Analysis on Persistent Memory. [Slides]
Abdullah Al Raqibul Islam and Dong Dai.
FAST 2023. WiP. -
On the Scalability of Testing the Crash Consistency of PM Systems. [Slides]
Duo Zhang, Om Rameshwar Gatla, Abdullah Al Raqibul Islam, Dong Dai, and Mai Zheng.
FAST 2023. WiP and Poster. -
Understand the Overheads of Storage Data Structures on Persistent Memory. [Code] [Slides]
Abdullah Al Raqibul Islam and Dong Dai.
PPoPP 2020. Brief Announcement.
Professional Service
- Artifact evaluation committee member of PPoPP 2024
- Student volunteer of SC 2023
- Artifact evaluation committee member of SOSP 2023
- Sub-reviewer of ICPP 2023
- Artifact evaluation committee member of OSDI 2023
- Artifact evaluation committee member of ATC 2023
- Artifact evaluation committee member of EuroSys 2023
- External reviewer of IPDPS 2023
- Student volunteer of ISSRE 2022
- External reviewer of ICPP 2022
- Artifact evaluation committee member of OSDI 2022
- Artifact evaluation committee member of ATC 2022
- External reviewer of CCGrid 2022
- External reviewer of IPDPS 2022
- Sub-reviewer of IEEE BigData 2022
- Sub-reviewer of IEEE ISPA 2021
- Student volunteer of SC 2021
- External reviewer of ICPP 2020
- External reviewer of IPDPS 2020
Experience
- Research Intern @ Lawrence Berkeley National Laboratory, Summer 2023
- Research Assistant @ Data Intelligence Research (DIR) Lab, UNC Charlotte, Aug. 2019 - Present
- Mentor @ Undergraduate Research Initiative (URI), Computer Science Department, UNC-Charlotte. Fall 2023, Spring 2023
- Guest Lecture, Machine Learning for Efficient Computing Systems, Graduated Course, UNC Charlotte, Spring 2023
- CS Research Mentorship Program (CSRMP) - Mentee, Fall 2022
- Research Intern @ Lawrence Livermore National Laboratory, Summer 2022
- Principal Software Engineer @ TigerIT Bangladesh Ltd., Oct 2014 - Aug 2019
Honors and Awards
- SC23 TCHPC Travel Award, International Conference for High Performance Computing, Networking, Storage, and Analysis (SC), 2023
- Merit Scholarship $1500, UNC Charlotte, 2023
- SciAuth Student Fellowship $1000, 2022
- Outstanding Student Paper Award, 27th Annual IEEE High Performance Extreme Computing (HPEC), 2022
Contact
aislam6@uncc.edu