Kamesh Madduri

Associate Professor of Computer Science and Engineering

Kamesh Madduri

Research Summary

Computational biology, algorithms, and high-performance computing.

Huck Affiliations

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Publication Tags

These publication tags are generated from the output of this researcher. Click any tag below to view other Huck researchers working on the same topic.

Data Storage Equipment Parallel Algorithms Graph In Graph Theory Decomposition Decompose Counting Servers Labels Subgraph Shared Memory Coloring Breadth First Search Small World Networks Data Structures Regression Analysis Intelligent Systems Intelligent Vehicle Highway Systems Time Series Analysis Travel Time Water Traffic Control Learning Systems Connected Component Colouring Connected Components

Most Recent Publications

Jet: Multilevel Graph Partitioning on Graphics Processing Units

Michael Gilbert, Kamesh Madduri, Erik Boman, Sivasankaran Rajamanickam, 2024, SIAM Journal on Scientific Computing

Jet: Multilevel Graph Partitioning on Graphics Processing Units

Michael Gilbert, Kamesh Madduri, Erik Boman, Sivasankaran Rajamanickam, 2023,

Exploiting Parallelism in Extreme Multi-Label Graph Classification Problems

Ashirbad Mishra, Shad Kirmani, Kamesh Madduri, 2023,

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

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

Developing Deep Learning Pipeline of Whole-Slide Images for Enhanced Diffuse Large B Cell Lymphoma (DLBCL) Subtyping and Outcome Prediction: Leveraging Self-Attention Transformer for Training and Inference

Chen Zhou, Jie Xu, Rishab Prakash, Carlos Torres-Cabala, C Chen, Kamesh Madduri, Arvind Rao, Greeshma Agasthya, Francisco Vega, Dennis O'Malley, L. Medeiros, S Tirupatikumara, Swami Iyer, 2023, Blood

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

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

Parallel k-Core decomposition on multicore platforms

Humayun Kabir, Kamesh Madduri, 2017, on p. 1482-1491

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-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

Shared-Memory Graph Truss Decomposition

Humayun Kabir, Kamesh Madduri, 2017, on p. 13-22

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,