Kamesh Madduri

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 35

Top Venues

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Behrooz A. Shirazi, Kamesh Madduri
Message from the HCW 2024 Steering Committee Co-Chairs. IPDPS (Workshops) (2024)
Ashirbad Mishra, Soumik Dey, Jinyu Zhao, Marshall Wu, Binbin Li, Kamesh Madduri
Graphite: A Graph-based Extreme Multi-Label Short Text Classifier for Keyphrase Recommendation. CoRR (2024)
Abhishek Santra, Fariba Afrin Irany, Kamesh Madduri, Sharma Chakravarthy, Sanjukta Bhowmick
Efficient community detection in multilayer networks using boolean compositions. Frontiers Big Data 6 (2024)
Michael S. Gilbert, Kamesh Madduri, Erik G. Boman, Sivasankaran Rajamanickam
Jet: Multilevel Graph Partitioning on GPUs. CoRR (2023)
Michael S. Gilbert, Seher Acer, Erik G. Boman, Kamesh Madduri, Sivasankaran Rajamanickam
Performance-Portable Graph Coarsening for Efficient Multilevel Graph Analysis. IPDPS (2021)
Hongyuan Zhan, Kamesh Madduri, Venkataraman Shankar
Convex Latent Effect Logit Model via Sparse and Low-rank Decomposition. CoRR (2021)
George M. Slota, Cameron Root, Karen D. Devine, Kamesh Madduri, Sivasankaran Rajamanickam
Scalable, Multi-Constraint, Complex-Objective Graph Partitioning. IEEE Trans. Parallel Distributed Syst. 31 (12) (2020)
Ashirbad Mishra, Shad Kirmani, Kamesh Madduri
Fast Spectral Graph Layout on Multicore Platforms. ICPP (2020)
Bei Wang, Stéphane Ethier, William M. Tang, Khaled Z. Ibrahim, Kamesh Madduri, Samuel Williams, Leonid Oliker
Modern gyrokinetic particle-in-cell simulation of fusion plasmas on top supercomputers. Int. J. High Perform. Comput. Appl. 33 (1) (2019)
Hongyuan Zhan, Gabriel Gomes, Xiaoye S. Li, Kamesh Madduri, Kesheng Wu
Efficient Online Hyperparameter Learning for Traffic Flow Prediction. ITSC (2018)
Vasudevan Rengasamy, Mahmut T. Kandemir, Paul Medvedev, Kamesh Madduri
Parallel Read Partitioning for Concurrent Assembly of Metagenomic Data. HiPC (2018)
Hongyuan Zhan, Gabriel Gomes, Xiaoye S. Li, Kamesh Madduri, Alex Sim, Kesheng Wu
Consensus Ensemble System for Traffic Flow Prediction. IEEE Trans. Intell. Transp. Syst. 19 (12) (2018)
Hongyuan Zhan, Gabriel Gomes, Xiaoye S. Li, Kamesh Madduri, Kesheng Wu
Efficient Online Hyperparameter Optimization for Kernel Ridge Regression with Applications to Traffic Time Series Prediction. CoRR (2018)
Shad Kirmani, Kamesh Madduri
Spectral Graph Drawing: Building Blocks and Performance Analysis. IPDPS Workshops (2018)
Jagadish B. Kotra, Seongbeom Kim, Kamesh Madduri, Mahmut T. Kandemir
Congestion-aware memory management on NUMA platforms: A VMware ESXi case study. IISWC (2017)
George M. Slota, Sivasankaran Rajamanickam, Karen D. Devine, Kamesh Madduri
Partitioning Trillion-Edge Graphs in Minutes. IPDPS (2017)
Lorne Leonard, Alan M. MacEachren, Kamesh Madduri
Graph-based visual analysis for large-scale hydrological modeling. Inf. Vis. 16 (3) (2017)
Humayun Kabir, Kamesh Madduri
Shared-memory Graph Truss Decomposition. CoRR (2017)
Sindhuja Parimalarangan, George M. Slota, Kamesh Madduri
Fast Parallel Graph Triad Census and Triangle Counting on Shared-Memory Platforms. IPDPS Workshops (2017)
Aydin Buluç, Scott Beamer, Kamesh Madduri, Krste Asanovic, David A. Patterson
Distributed-Memory Breadth-First Search on Massive Graphs. CoRR (2017)
Vasudevan Rengasamy, Paul Medvedev, Kamesh Madduri
Parallel and Memory-Efficient Preprocessing for Metagenome Assembly. IPDPS Workshops (2017)
Ramachandran Kodanganallur Narayanan, Kamesh Madduri
Parallel Particle-in-Cell Performance Optimization: A Case Study of Electrospray Simulation. IPDPS Workshops (2017)
Hongyuan Zhan, Kamesh Madduri
Analyzing Community Structure in Networks. IPDPS Workshops (2017)
George M. Slota, Sivasankaran Rajamanickam, Kamesh Madduri
Distributed Graph Layout for Scalable Small-world Network Analysis. CoRR (2017)
Humayun Kabir, Kamesh Madduri
Shared-Memory Graph Truss Decomposition. HiPC (2017)
Humayun Kabir, Kamesh Madduri
Parallel k-truss decomposition on multicore systems. HPEC (2017)
Humayun Kabir, Kamesh Madduri
Parallel k-Core Decomposition on Multicore Platforms. IPDPS Workshops (2017)
George M. Slota, Sivasankaran Rajamanickam, Kamesh Madduri
Order or Shuffle: Empirically Evaluating Vertex Order Impact on Parallel Graph Computations. IPDPS Workshops (2017)
Vasudevan Rengasamy, Tao-Yang Fu, Wang-Chien Lee, Kamesh Madduri
Optimizing Word2Vec Performance on Multicore Systems. IA3@SC (2017)
George M. Slota, Sivasankaran Rajamanickam, Karen D. Devine, Kamesh Madduri
Partitioning Trillion-edge Graphs in Minutes. CoRR (2016)
George M. Slota, Kamesh Madduri, Sivasankaran Rajamanickam
Complex Network Partitioning Using Label Propagation. SIAM J. Sci. Comput. 38 (5) (2016)
Vasudevan Rengasamy, Kamesh Madduri
SPRITE: A Fast Parallel SNP Detection Pipeline. ISC (2016)
Lorne Leonard, Kamesh Madduri, Christopher J. Duffy
Tuning Heterogeneous Computing Platforms for Large-Scale Hydrology Data Management. IEEE Trans. Parallel Distributed Syst. 27 (9) (2016)
George M. Slota, Sivasankaran Rajamanickam, Kamesh Madduri
A Case Study of Complex Graph Analysis in Distributed Memory: Implementation and Optimization. IPDPS (2016)
William M. Tang, Bei Wang, Stéphane Ethier, Grzegorz Kwasniewski, Torsten Hoefler, Khaled Z. Ibrahim, Kamesh Madduri, Samuel Williams, Leonid Oliker, Carlos Rosales-Fernandez, Timothy J. Williams
Extreme scale plasma turbulence simulations on top supercomputers worldwide. SC (2016)
Bei Wang, Stéphane Ethier, William M. Tang, Khaled Z. Ibrahim, Kamesh Madduri, Samuel Williams, Leonid Oliker
Modern Gyrokinetic Particle-In-Cell Simulation of Fusion Plasmas on Top Supercomputers. CoRR (2015)
George M. Slota, Sivasankaran Rajamanickam, Kamesh Madduri
High-Performance Graph Analytics on Manycore Processors. IPDPS (2015)
George M. Slota, Kamesh Madduri
Parallel color-coding. Parallel Comput. 47 (2015)
George M. Slota, Kamesh Madduri
Complex Network Analysis Using Parallel Approximate Motif Counting. IPDPS (2014)
George M. Slota, Kamesh Madduri
Simple parallel biconnectivity algorithms for multicore platforms. HiPC (2014)
George M. Slota, Kamesh Madduri, Sivasankaran Rajamanickam
PuLP: Scalable multi-objective multi-constraint partitioning for small-world networks. IEEE BigData (2014)
JeeWhan Choi, Aparna Chandramowlishwaran, Kamesh Madduri, Richard W. Vuduc
A CPU: GPU Hybrid Implementation and Model-Driven Scheduling of the Fast Multipole Method. GPGPU@ASPLOS (2014)
George M. Slota, Sivasankaran Rajamanickam, Kamesh Madduri
BFS and Coloring-Based Parallel Algorithms for Strongly Connected Components and Related Problems. IPDPS (2014)
Khaled Z. Ibrahim, Kamesh Madduri, Samuel Williams, Bei Wang, Stéphane Ethier, Leonid Oliker
Analysis and optimization of gyrokinetic toroidal simulations on homogenous and heterogenous platforms. Int. J. High Perform. Comput. Appl. 27 (4) (2013)
David Hadka, Kamesh Madduri, Patrick M. Reed
Scalability Analysis of the Asynchronous, Master-Slave Borg Multiobjective Evolutionary Algorithm. IPDPS Workshops (2013)
Kamesh Madduri
Parallel analysis of large graph-structured data in genomics and proteomics. ICCABS (2013)
Bei Wang, Stéphane Ethier, William M. Tang, Timothy J. Williams, Khaled Z. Ibrahim, Kamesh Madduri, Samuel Williams, Leonid Oliker
Kinetic turbulence simulations at extreme scale on leadership-class systems. SC (2013)
George M. Slota, Kamesh Madduri
Fast Approximate Subgraph Counting and Enumeration. ICPP (2013)
Bei Wang, Stéphane Ethier, William M. Tang, Khaled Z. Ibrahim, Kamesh Madduri, Samuel W. Williams, Leonid Oliker, Timothy J. Williams
Abstract: Advances in Gyrokinetic Particle in Cell Simulation for Fusion Plasmas to Extreme Scale. SC Companion (2012)
Michael R. Frasca, Kamesh Madduri, Padma Raghavan
NUMA-aware graph mining techniques for performance and energy efficiency. SC (2012)
Bei Wang, Stéphane Ethier, William M. Tang, Khaled Z. Ibrahim, Kamesh Madduri, Samuel W. Williams, Leonid Oliker, Timothy J. Williams
Poster: Advances in Gyrokinetic Particle in Cell Simulation for Fusion Plasmas to Extreme Scale. SC Companion (2012)
Aparna Chandramowlishwaran, JeeWhan Choi, Kamesh Madduri, Richard W. Vuduc
Brief announcement: towards a communication optimal fast multipole method and its implications at exascale. SPAA (2012)
Aydin Buluç, Kamesh Madduri
Graph partitioning for scalable distributed graph computations. Graph Partitioning and Graph Clustering (2012)
Kamesh Madduri, Jimmy Su, Samuel Williams, Leonid Oliker, Stéphane Ethier, Katherine A. Yelick
Optimization of Parallel Particle-to-Grid Interpolation on Leading Multicore Platforms. IEEE Trans. Parallel Distributed Syst. 23 (10) (2012)
Aydin Buluç, Kamesh Madduri
Parallel breadth-first search on distributed memory systems. SC (2011)
Kamesh Madduri, Kesheng Wu
Massive-Scale RDF Processing Using Compressed Bitmap Indexes. SSDBM (2011)
Rajesh Sudarsan, Julian Borrill, Christopher Cantalupo, Theodore Kisner, Kamesh Madduri, Leonid Oliker, Yili Zheng, Horst Simon
Cosmic microwave background map-making at the petascale and beyond. ICS (2011)
Kamesh Madduri, Eun-Jin Im, Khaled Z. Ibrahim, Samuel Williams, Stéphane Ethier, Leonid Oliker
Gyrokinetic particle-in-cell optimization on emerging multi- and manycore platforms. Parallel Comput. 37 (9) (2011)
Kamesh Madduri, Khaled Z. Ibrahim, Samuel Williams, Eun-Jin Im, Stéphane Ethier, John Shalf, Leonid Oliker
Gyrokinetic toroidal simulations on leading multi- and manycore HPC systems. SC (2011)
Aydin Buluç, Kamesh Madduri
Parallel Breadth-First Search on Distributed Memory Systems CoRR (2011)
K. Subramani, Kamesh Madduri
Two-level heaps: a new priority queue structure with applications to the single source shortest path problem. Computing 90 (3-4) (2010)
Aparna Chandramowlishwaran, Kamesh Madduri, Richard W. Vuduc
Diagnosis, Tuning, and Redesign for Multicore Performance: A Case Study of the Fast Multipole Method. SC (2010)
K. Subramani, C. Tauras, Kamesh Madduri
Space-time tradeoffs in negative cycle detection - An empirical analysis of the Stressing Algorithm. Appl. Math. Comput. 215 (10) (2010)
Kesheng Wu, Kamesh Madduri, Shane Canon
Multi-level bitmap indexes for flash memory storage. IDEAS (2010)
James B. Orlin, Kamesh Madduri, K. Subramani, Matthew D. Williamson
A faster algorithm for the single source shortest path problem with few distinct positive lengths. J. Discrete Algorithms 8 (2) (2010)
Kamesh Madduri, Kesheng Wu
Efficient joins with compressed bitmap indexes. CIKM (2009)
Kamesh Madduri, David A. Bader
Compact graph representations and parallel connectivity algorithms for massive dynamic network analysis. IPDPS (2009)
Kamesh Madduri, Samuel Williams, Stéphane Ethier, Leonid Oliker, John Shalf, Erich Strohmaier, Katherine A. Yelick
Memory-efficient optimization of Gyrokinetic particle-to-grid interpolation for multicore processors. SC (2009)
Kamesh Madduri, David Ediger, Karl Jiang, David A. Bader, Daniel G. Chavarría-Miranda
A faster parallel algorithm and efficient multithreaded implementations for evaluating betweenness centrality on massive datasets. IPDPS (2009)
K. Subramani, Kamesh Madduri
Two-Level Heaps: A New Priority Queue Structure with Applications to the Single Source Shortest Path Problem. COCOA (2009)
Xiaofeng Gu, Kamesh Madduri, K. Subramani, Hong-Jian Lai
Improved Algorithms for Detecting Negative Cost Cycles in Undirected Graphs. FAW (2009)
K. Subramani, Kamesh Madduri
A Randomized Queueless Algorithm for Breadth-First Search. Int. J. Comput. Their Appl. 15 (3) (2008)
David A. Bader, Kamesh Madduri
SNAP, Small-world Network Analysis and Partitioning: An open-source parallel graph framework for the exploration of large-scale networks. IPDPS (2008)
David A. Bader, Kamesh Madduri
A graph-theoretic analysis of the human protein-interaction network using multicore parallel algorithms. Parallel Comput. 34 (11) (2008)
David A. Bader, Varun Kanade, Kamesh Madduri
SWARM: A Parallel Programming Framework for Multicore Processors. IPDPS (2007)
Joseph R. Crobak, Jonathan W. Berry, Kamesh Madduri, David A. Bader
Advanced Shortest Paths Algorithms on a Massively-Multithreaded Architecture. IPDPS (2007)
David A. Bader, Virat Agarwal, Kamesh Madduri, Seunghwa Kang
High performance combinatorial algorithm design on the Cell Broadband Engine processor. Parallel Comput. 33 (10-11) (2007)
David A. Bader, Kamesh Madduri
A Graph-Theoretic Analysis of the Human Protein-Interaction Network Using Multicore Parallel Algorithms. IPDPS (2007)
Kamesh Madduri, David A. Bader, Jonathan W. Berry, Joseph R. Crobak
An Experimental Study of A Parallel Shortest Path Algorithm for Solving Large-Scale Graph Instances. ALENEX (2007)
David A. Bader, Virat Agarwal, Kamesh Madduri
On the Design and Analysis of Irregular Algorithms on the Cell Processor: A Case Study of List Ranking. IPDPS (2007)
K. Subramani, Kamesh Madduri
Accomplishing Approximate FCFS Fairness Without Queues. HiPC (2007)
David A. Bader, Shiva Kintali, Kamesh Madduri, Milena Mihail
Approximating Betweenness Centrality. WAW (2007)
David A. Bader, Kamesh Madduri
Parallel Algorithms for Evaluating Centrality Indices in Real-world Networks. ICPP (2006)
Kamesh Madduri, David A. Bader, Jonathan W. Berry, Joseph R. Crobak
Parallel Shortest Path Algorithms for Solving Large-Scale Instances. The Shortest Path Problem (2006)
David A. Bader, Kamesh Madduri
Designing Multithreaded Algorithms for Breadth-First Search and st-connectivity on the Cray MTA-2. ICPP (2006)
David A. Bader, Kamesh Madduri
Design and Implementation of the HPCS Graph Analysis Benchmark on Symmetric Multiprocessors. HiPC (2005)
Kamesh Madduri, K. H. Aparna, V. S. Chakravarthy
PATRAM - a handwritten word processor for Indian languages. IWFHR (2004)
David A. Bader, Kamesh Madduri
A Parallel State Assignment Algorithm for Finite State Machines. HiPC (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kamesh Madduri