Md Abdul Motaleb Faysal, Maximilian Bremer, Cy Chan, John Shalf, and Shaikh Arifuzzaman, "Fast Parallel Index Construction for Efficient K-truss-based Local Community Detection in Large Graphs", ICPP 2023 [PDF]
Md Abdul Motaleb Faysal, Maximilian Bremer, Shaikh Arifuzzaman, Doru Popovici, John Shalf and Cy Chan, "Fast Community Detection in Graphs with Infomap Method using Accelerated Sparse Accumulation", AsHES 2023 IPDPSW [PDF]
2021
Md Abdul Motaleb Faysal, Shaikh Arifuzzaman, Cy Chan, Maximilian Bremer, Doru Popovici and John Shalf, "HyPC-Map: A Hybrid Parallel Community Detection Algorithm Using InformationTheoretic Approach", IEEE HPEC 21 [IEEE][PDF]
2020
[MS Thesis] Accelerating the Information-Theoretic Approach of Community Detection Using Distributed and Hybrid Memory Parallel Schemes [PDF]
2019
Md Abdul Motaleb Faysal and Shaikh Arifuzzaman, "Distributed Community Detection in Large Networks using An Information-Theoretic Approach", In proc. of 2019 IEEE International Conference on BigData (BigData 2019), pages 4773--4782, IEEE, December 2019. [IEEE]
Md Abdul Motaleb Faysal and Shaikh Arifuzzaman, "Fast Stochastic Block Partitioning using a Single Commodity Machine", In proc. of 2019 IEEE International Conference on BigData (BigData 2019), pages 3632--3639, IEEE, December 2019. [IEEE]
2018
Md A M Faysal and Shaikh Arifuzzaman, "A Comparative Analysis of Large-scale Network Visualization Tools", In Proceeding of 2018 IEEE International Conference on BigData (BigData 2018), pages 4837--4843, Seattle, WA, USA, IEEE, Dec 2018 [IEEE]
Shaikh Arifuzzaman, Naw Safrin Sattar, and Md A M Faysal, "Parallel Algorithms for Mining Large-scale Time-varying (Dynamic) Graphs", In PDSW-DISCS Workshop in SC'18, Dallas, TX, USA, Nov 2018
Naw Safrin Sattar, Md A M Faysal, Minhaz Zibran, Shaikh Arifuzzaman, and Md Rakibul Islam, “Data Mining in-IDE Activities: Why Software Developers Fail”, In proceeding of the 27th International Conference on Software Engineering and Data Engineering (SEDE), pp. 97 - 102, New Orleans, LA, USA, 2018
Posters
Md Abdul M Faysal, Shaikh Arifuzzaman, “Scalable Algorithm Design and Performance Analysis for Graph Motifs Discovery”, IPDPS Ph.D. Forum, 2023 [Abstract][Poster]
Md A M Faysal, Shaikh Arifuzzaman, Cy Chan, Maximilian Bremer, Doru Popovici, John Shalf, “Fast Hash Accumulation for Information-Theoretic Community Discovery”, 2021 CS Summer Student Program (CSSP), Lawrence Berkeley National Laboratory (LBNL)
Md Abdul Motaleb Faysal and Shaikh Arifuzzaman, “Fast Stochastic Block Partitioning”, InnovateUNO-2019, The University of New Orleans
Oral Presentations
Md Abdul Motaleb Faysal, Mentor: Shaikh Arifuzzaman, “Distributed Community Detection in Large Networks Using An Information-Theoretic Approach”, InnovateUNO-2019, The University of New Orleans
Md Abdul Motaleb Faysal for Dr. Shaikh Arifuzzaman, “Scalable Algorithmic Methods for Mining Time-varying Graphs”, InnovateUNO-2019, The University of New Orleans