Maksudul Alam | Kalyan Perumalla https://kalper.net/kp/author/maksudul-alam/ Maksudul Alam Wowchemy (https://wowchemy.com)en-usTue, 28 Jun 2022 00:00:00 +0000 https://kalper.net/kp/media/logo_hu7c4e9283a16f91dce013794dd725bda5_36458_300x300_fit_lanczos_3.png Maksudul Alam https://kalper.net/kp/author/maksudul-alam/ ExaSGD Performance Profiling https://kalper.net/kp/publication/2022-06-28-exasgd/ Tue, 28 Jun 2022 00:00:00 +0000 https://kalper.net/kp/publication/2022-06-28-exasgd/ <p>View the report <a href="2022-06-28-exasgd.pdf">here</a>.</p> <p>For the context for this report, please see the <a href="../../items/projects/exasgd">ExaSGD ECP Project</a>.</p> Fast GPU-Based Generation of Large Graph Networks From Degree Distributions https://kalper.net/kp/publication/2021-11-01-frontiers-netgen/ Mon, 01 Nov 2021 00:00:00 +0000 https://kalper.net/kp/publication/2021-11-01-frontiers-netgen/ <p><a href="https://www.frontiersin.org/articles/10.3389/fdata.2021.737963" target="_blank" rel="noopener">https://www.frontiersin.org/articles/10.3389/fdata.2021.737963</a></p> <p><a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8663089/" target="_blank" rel="noopener">https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8663089/</a></p> Design Considerations for GPU-based Mixed Integer Programming on Parallel Computing Platforms https://kalper.net/kp/publication/2021-08-09-icpp-mip/ Mon, 09 Aug 2021 00:00:00 +0000 https://kalper.net/kp/publication/2021-08-09-icpp-mip/ <p><a href="https://dl.acm.org/doi/abs/10.1145/3458744.3473366" target="_blank" rel="noopener">https://dl.acm.org/doi/abs/10.1145/3458744.3473366</a></p> Mesoscopic Modeling and Rapid Simulation of Incremental Changes in Epidemic Scenarios on GPUs: Fast What–If Analyses of Localized and Dynamic Effects https://kalper.net/kp/publication/2021-07-01-jiisc-epiclone/ Sun, 01 Aug 2021 00:00:00 +0000 https://kalper.net/kp/publication/2021-07-01-jiisc-epiclone/ <p><a href="https://link.springer.com/article/10.1007/s41745-021-00253-1" target="_blank" rel="noopener">https://link.springer.com/article/10.1007/s41745-021-00253-1</a></p> Scale-Free Graph Networks with Trillions of Edges: Rapid Generation using 1000 GPUs https://kalper.net/kp/publication/2020-11-01-cuppa/ Sun, 01 Nov 2020 00:00:00 +0000 https://kalper.net/kp/publication/2020-11-01-cuppa/ A Novel Vetting Approach to Cybersecurity Verification in Energy Grid Systems https://kalper.net/kp/publication/2020-07-13-kpec-cyvet/ Mon, 13 Jul 2020 00:00:00 +0000 https://kalper.net/kp/publication/2020-07-13-kpec-cyvet/ <p><a href="https://www.osti.gov/servlets/purl/1661247" target="_blank" rel="noopener">https://www.osti.gov/servlets/purl/1661247</a></p> <p><a href="https://ieeexplore.ieee.org/abstract/document/9167562" target="_blank" rel="noopener">https://ieeexplore.ieee.org/abstract/document/9167562</a></p> Generating Massive Scale-free Networks: Novel Parallel Algorithms using the Preferential Attachment Model https://kalper.net/kp/publication/2020-05-16-topc-preferential/ Sat, 16 May 2020 00:00:00 +0000 https://kalper.net/kp/publication/2020-05-16-topc-preferential/ <p><a href="https://dl.acm.org/doi/abs/10.1145/3391446" target="_blank" rel="noopener">https://dl.acm.org/doi/abs/10.1145/3391446</a></p> Energy Conservation Through Cloned Execution Of Simulations https://kalper.net/kp/publication/2019-12-08-wsc-cloned/ Sun, 08 Dec 2019 00:00:00 +0000 https://kalper.net/kp/publication/2019-12-08-wsc-cloned/ <p><a href="https://ieeexplore.ieee.org/abstract/document/9004821" target="_blank" rel="noopener">https://ieeexplore.ieee.org/abstract/document/9004821</a></p> Towards Native Execution of Deep Learning on a Leadership-Class HPC System https://kalper.net/kp/publication/2019-05-20-ieee-ipdpsw-deepex/ Mon, 20 May 2019 00:00:00 +0000 https://kalper.net/kp/publication/2019-05-20-ieee-ipdpsw-deepex/ <p><a href="https://ieeexplore.ieee.org/abstract/document/8778212" target="_blank" rel="noopener">https://ieeexplore.ieee.org/abstract/document/8778212</a></p> Novel Parallel Algorithms for Fast Multi-GPU-Based Generation of Massive Scale-Free Networks https://kalper.net/kp/publication/2019-03-30-dse-cuppa/ Sat, 30 Mar 2019 00:00:00 +0000 https://kalper.net/kp/publication/2019-03-30-dse-cuppa/ <p><a href="https://link.springer.com/article/10.1007/s41019-019-0088-6" target="_blank" rel="noopener">https://link.springer.com/article/10.1007/s41019-019-0088-6</a></p> GPU-based parallel algorithm for generating massive scale-free networks using the preferential attachment model https://kalper.net/kp/publication/2017-12-11-ieee-cuppa-simd/ Mon, 11 Dec 2017 00:00:00 +0000 https://kalper.net/kp/publication/2017-12-11-ieee-cuppa-simd/ <p><a href="https://ieeexplore.ieee.org/abstract/document/8258315" target="_blank" rel="noopener">https://ieeexplore.ieee.org/abstract/document/8258315</a></p> Generating Billion-Edge Scale-Free Networks in Seconds: Performance Study of a Novel GPU-based Preferential Attachment Model https://kalper.net/kp/publication/2017-10-01-ornl-tr-cuppa-simd/ Sun, 01 Oct 2017 00:00:00 +0000 https://kalper.net/kp/publication/2017-10-01-ornl-tr-cuppa-simd/ <p><a href="https://www.osti.gov/biblio/1399438" target="_blank" rel="noopener">https://www.osti.gov/biblio/1399438</a></p> Computational Speed and Matching Quality using an Upper Bound on the Normalized Mutual Information https://kalper.net/kp/publication/2017-05-01-ornl-tr-nmi/ Mon, 01 May 2017 00:00:00 +0000 https://kalper.net/kp/publication/2017-05-01-ornl-tr-nmi/ <p><a href="URL">URL</a></p> Performance of Point and Range Queries for In-memory Databases Using Radix Trees on GPUs https://kalper.net/kp/publication/2016-12-12-hpcc-grt/ Mon, 12 Dec 2016 00:00:00 +0000 https://kalper.net/kp/publication/2016-12-12-hpcc-grt/ <p><a href="https://ieeexplore.ieee.org/abstract/document/7828553" target="_blank" rel="noopener">https://ieeexplore.ieee.org/abstract/document/7828553</a></p>