Kamesh Madduri
Associate Professor of Computer Science and Engineering
-
W312 Westgate
University Park, PA - He/Him
- kxm85@psu.edu
- 814-865-0883
Research Summary
Computational biology, algorithms, and high-performance computing.
Huck Affiliations
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Publication Tags
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Data Storage Equipment Parallel Algorithms Graph In Graph Theory Decomposition Graphics Processing Unit Decompose Data Structures Counting Servers Labels Proteins Subgraph Shared Memory Complex Analysis Coloring Intelligent Vehicle Highway Systems Coarsening Traffic Control Complex Networks Small World Networks Intelligent Systems Electric Network Analysis Block Like Crystal Learning Systems Network AnalysisMost Recent Publications
Efficient community detection in multilayer networks using boolean compositions
Abhishek Santra, Fariba Afrin Irany, Kamesh Madduri, Sharma Chakravarthy, Sanjukta Bhowmick, 2023, Frontiers in Big Data
Message from the HCW 2023 Steering Committee Co-Chairs
Behrooz Shirazi, Kamesh Madduri, 2023, 2023 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2023 on p. 2
Message from the HCW 2023 Steering Committee Co-Chairs
Behrooz Shirazi, Kamesh Madduri, 2023, 2023 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2023 on p. 2
Developing a deep learning pipeline to infer outcomes from whole slide images (WSI) and genomic data for diffuse large B cell lymphoma
C Zhou, J Xu, C Torres-Cabala, G Agasthya, C-B Chen, R Prakash, T Kantheti, S Tirupatikumara, Kamesh Madduri, S Iyer, 2022,
Multicore algorithms for graph connectivity problems
George M. Slota, Sivasankaran Rajamanickam, Kamesh Madduri, 2022, on p. 63-84
Partitioning trillion-edge graphs
George M. Slota, Karen Devine, Kamesh Madduri, Sivasankaran Rajamanickam, 2022, on p. 223-240
Classifying E-Commerce Product Listings using Word Co-Occurrence Graphs
Ashirbad Mishra, Shad Kirmani, Kamesh Madduri, 2021, on p. 6
Performance-portable graph coarsening for efficient multilevel graph analysis
Michael S. Gilbert, Seher Acer, Erik G. Boman, Kamesh Madduri, Sivasankaran Rajamanickam, 2021, on p. 213-222
Performance-portable graph coarsening for efficient multilevel graph analysis
Michael Gilbert, Seher Acer, Erik Boman, Kamesh Madduri, Sivasankaran Rajamanickam, 2021, on p. 213-222
GPU-Accelerated Flexible Molecular Docking
Mengran Fan, Jian Wang, Huaipan Jiang, Yilin Feng, Mehrdad Mahdavi, Kamesh Madduri, Mahmut T. Kandemir, Nikolay V. Dokholyan, 2021, Journal of Physical Chemistry B on p. 1049-1060
Most-Cited Papers
BFS and coloring-based parallel algorithms for strongly connected components and related problems
George M. Slota, Sivasankaran Rajamanickam, Kamesh Madduri, 2014, on p. 550-559
Partitioning Trillion-Edge Graphs in Minutes
George M. Slota, Sivasankaran Rajamanickam, Karen Devine, Kamesh Madduri, 2017, on p. 646-655
PuLP: Scalable multi-objective multi-constraint partitioning for small-world networks
George M. Slota, Kamesh Madduri, Sivasankaran Rajamanickam, 2014, on p. 481-490
Consensus ensemble system for traffic flow prediction
Hongyuan Zhan, Gabriel Gomes, Xiaoye S. Li, Kamesh Madduri, Alex Sim, Kesheng Wu, 2018, IEEE Transactions on Intelligent Transportation Systems on p. 3903-3914
Parallel k-Core decomposition on multicore platforms
Humayun Kabir, Kamesh Madduri, 2017, on p. 1482-1491
Parallel k-truss decomposition on multicore systems
Humayun Kabir, Kamesh Madduri, 2017,
A Case Study of Complex Graph Analysis in Distributed Memory: Implementation and Optimization
George M. Slota, Sivasankaran Rajamanickam, Kamesh Madduri, 2016, on p. 293-302
Complex network analysis using parallel approximate motif counting
George M. Slota, Kamesh Madduri, 2014, on p. 405-414
Simple parallel biconnectivity algorithms for multicore platforms
George M. Slota, Kamesh Madduri, 2014,
Shared-Memory Graph Truss Decomposition
Humayun Kabir, Kamesh Madduri, 2017, on p. 13-22