• Renan DelValle, Abhishek Jain, Pradyumna Kaushik, Jessica Hartog, Madhusudhan Govindaraju, “Electron: Towards Efficient Resource Management on Heterogeneous Clusters with Apache Mesos”, accepted for publication in the IEEE International Conference on Cloud Computing (CLOUD), Applications Track, 2017.
  • Pankaj Saha, Madhusudhan Govindaraju, Suresh Marru, Marlon Pierce, “MultiCloud Resource Management using Apache Mesos for Planned Integration with Apache Airavata”, accepted for presentation and publication at the Science Gateways Workshop, 2016.
  • Bedri Sendir, Madhusudhan Govindaraju, Rei Odaira, Peter Hofstee, “Optimized Durable Commitlog for Apache Cassandra Using CAPI-Flash”, in the IEEE International Conference on Cloud Computing (CLOUD), Research Track, 2016. [doi:10.1109/CLOUD.2016.0030] [pdf]
  • Renan DelValle, Gourav Rattihalli, Angel Beltre, Madhusudhan Govindaraju, Michael Lewis , “Exploring the Design Space for Optimizations with Apache Aurora and Mesos”, in the IEEE International Conference on Cloud Computing (CLOUD), Applications Track, 2016. [doi:10.1109/CLOUD.2016.0077] [pdf]
  • Pankaj Saha, Madhusudhan Govindaraju, Suresh Marru, Marlon Pierce,”Integrating Apache Airavata with Docker, Marathon, and Mesos” accepted for publication in Concurrency and Computation: Practice and Experience, 2015.
  • Elif Dede, Bedri Sendir, Pinar Kuzlu, John Richard Weachock, Madhusudhan Govindaraju, Lavanya Ramakrishnan, “Processing Cassandra Datasets with Hadoop-Streaming Based Approaches”, accepted for publication in Transactions of Services Computing, 2015.
  • Jessica Hartog, Renan Delvalle, Madhusudhan Govindaraju, Michael J. Lewis: Performance Analysis of Adapting a MapReduce Framework to Dynamically Accommodate Heterogeneity. Transactions on Large-Scale Data- and Knowledge-Centered Systems (TLSDKCS) 20:108-130 (2015)
  • Jessica Hartog, Renan DelValle, Madhusudhan Govindaraju, Michael Lewis, “Configuring A MapReduce Framework for Performance-Heterogeneous Clusters”, in IEEE Big Data 2014, Research Track, June 27 – July 2, 2014, Anchorage, Alaska, USA. [pdf] [bibtex]
  • Elif Dede, Bedri Sendir, Pinar Kuzlu, John Weachock, Madhusudhan Govindaraju, Lavanya Ramakrishnan, “A Processing Pipeline for Cassandra Datasets Based on Hadoop Streaming”, in the IEEE Big Data 2014, Research Track, 494-501, June 27 – July 2, 2014, Anchorage, Alaska, USA. [pdf] [bibtex]
  • Elif Dede, Zacharia Fadika, Madhusudhan Govindaraju, Lavanya Ramakrishnan, “Benchmarking MapReduce Implementations Under Different Application Scenarios”, in the Journal of Future Generation Computer Systems, (FGCS), 36:389-399 (2014). [bibtex]
  • Zacharia Fadika, Elif Dede, Madhusudhan Govindaraju, Lavanya Ramakrishnan, “MARIANE: Using MApReduce In HPC Environments”, in the Journal of Future Generation Computer Systems (FGCS), 36:379-388 (2014). [bibtex]
  • Jessica Hartog, Elif Dede, Madhusudhan Govindaraju, “MapReduce Framework for Energy Adaptation via Temperature Awareness”, Cluster Computing 17(1): 111-127 (2014) [bibtex]
  • Rajdeep Bhowmik and Madhusudhan Govindaraju, “Improving Performance of HDF5 Datasets on Multi-core Nodes Using L2 Cache Optimizations”, in the Special Issue on Parallel and Distributed Processing with Applications, International Journal of Parallel Programming, 2014.
  • Elif Dede, Bedri Sendir, Pinar Kuzlu, Jessica Hartog, Madhusudhan Govindaraju, “An Evaluation of Cassandra for Hadoop”, in the 6th IEEE International Conference on Cloud Computing, CLOUD 2013 – Applications and Experience Track, June 27-July 2, Santa Clara, CA, USA, 2013. [pdf] [bibtex]
  • Elif Dede, Madhusudhan Govindaraju, Dan Gunter, Lavanaya Ramakrishnan, “Performance Evaluation of a MongoDB and Hadoop Platform for Scientific Data Analysis”, in Science Cloud: 4th Workshop on Scientific Cloud Computing held in conjunction with the 22nd Internatiional ACM Symposium on High Performance Parallel and Distributed Computing (HPDC), New York City, USA, June 17th, 2013. [pdf] [bibtex]
  • Rajdeep Bhowmik, Jessica Hartog, and Madhusudhan Govindaraju, “Processing HDF5 Datasets on Multi-core Architectures”, in Proceedings of The 27th IEEE International Conference on Advanced Information Networking and Applications (AINA 2013), 666-673, Barcelona, Spain, March 2013. [bibtex]
  • Elif Dede, Zacharia Fadika, Jessica Hartog, Madhusudhan Govindaraju, Lavanya Ramakrishnan, Dan Gunter and Richard Shane Canon, “MARISSA: MApReduce Implementation for Streaming Science Applications”, in proceedings of 8th IEEE International Conference on eScience, Chicago, USA, 8-12 October, 2012, USA. [pdf] [bibtex]
  • Rajdeep Bhowmik and Madhusudhan Govindaraju, “L2 Cache Performance Analysis and Optimizations for Processing HDF5 Data on Multi-core Nodes”, in Proceedings of The 10th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2012), Madrid, Spain, 10-13 July 2012. Winner of the NVIDIA Best Student Paper Award. [bibtex]
  • Zacharia Fadika, Lavanya Ramakrishnan, Richard Canon, Madhusudhan Govindaraju, “Evaluating Hadoop for Data-Intensive Scientific Operations”, in proceedings of the Research Track of The 5th International Conference on Cloud Computing, (IEEE Cloud 2012), 67-74, Honolulu, Hawaii, USA, June 24-29 2012. [pdf] [bibtex]
  • Jessica Hartog, Zacharia Fadika, Elif Dede, Madhusudhan Govindaraju, “Configuring a MapReduce Framework for Dynamic and Efficient Energy Adaptation”, in proceedings of the Industry Track of The 5th International Conference on Cloud Computing, (IEEE Cloud 2012), Honolulu, Hawaii, USA, June 24-29 2012. [pdf] [bibtex]
  • Zacharia Fadika, Elif Dede, Jessica Hartog, Madhusudhan Govindaraju, “MARLA: MapReduce for Heterogeneous Clusters,” in proceedings of the 12th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing (CCGrid 2012), Ottawa, Canada, May 13 – 16, 2012. [bibtex] [pdf]
  • Elif Dede, Lavanya Ramakrishnan, Dan Gunter, Madhusudhan Govindaraju, “Riding the Elephant: Managing Ensembles with Hadoop”, in proceedings of The 4th Workshop on Many-Task Computing on Grids and Supercomputers (MTAGS) 2011, Seattle, WA, November 14th, 2011. [bibtex] [pdf]
  • Chaitali Gupta, Madhusudhan Govindaraju, “Automatic Creation of an Ontological Knowledge Base from Grid and Cloud-based Wikipages”, in proceedings of The Workshop on Emerging Issues in Cloud Computing held with 3rd IEEE International Conference on Cloud Computing Technology and Science (IEEE CloudCom 2011), Nov 29 – Dec 01, 2011. [bibtex]
  • Zacharia Fadika, Elif Dede, Madhusudhan Govindaraju and LavanyaRamakrishnan, “MARIANE: MApReduce Implementation Adapted for HPC Environments”, in The 12th IEEE/ACM International Conference on Grid Computing (Grid 2011), Lyon, France, September 19-23, 2011. [bibtex] [pdf]
  • Elif Dede, Zacharia Fadika, Chaitali Gupta and Madhusudhan Govindaraju, “Scalable and Distributed Processing of Scientific XML Data”, in The 12th IEEE/ACM International Conference on Grid Computing (Grid 2011), Lyon, France, September 19-23, 2011. [bibtex] [pdf]
  • Zacharia Fadika, Elif Dede, Madhusudhan Govindaraju and Lavanya Ramakrishnan, “Benchmarking MapReduce Implementations for Application Usage Scenarios”, in The 12th IEEE/ACM International Conference on Grid Computing (Grid 2011), Lyon, France, September 19-23, 2011. [bibtex] [pdf]
  • Zacharia Fadika, Elif Dede, Madhusudhan Govindaraju, Lavanya Ramakrishnan, “Adapting MapReduce for HPC Environments”, (short paper), in proceedings of the The 20th International ACM Symposium on High-Performance Parallel and Distributed Computing (HPDC), San Jose, California, June 8-11, 2011. [bibtex], [doi:10.1145/1996130.1996166]
  • Zacharia Fadika, Madhusudhan Govindaraju, “DELMA: Dynamically ELastic MApReduce Framework for CPU-Intensive Applications”, in proceedings of the 11th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing (CCGrid 2011), Newport Beach, CA, USA, May 23 – 26, 2011. [bibtex], [doi:10.1109/CCGrid.2011.71] [pdf]
  • Zacharia Fadika, Madhusudhan Govindaraju, “ LEMO-MR: Low Overhead and Elastic MapReduce Implementation Optimized for Memory and CPU-Intensive Applications”, in proceedings of the 2nd IEEE International Conference on Cloud Computing Technology and Science, Indianapolis, USA, Nov 30 – Dec 3, 2010. [bibtex], [doi:10.1109/CloudCom.2010.45] [pdf]
  • Rajdeep Bhowmik, Madhusudhan Govindaraju, “Cache Performance Optimization for Processing XML-based Application Data on Multi-core Processors”, in proceedings of the 10th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, May 17-20, 2010, Melbourne, Victoria, Australia. [bibtex], [doi:10.1109/CCGRID.2010.122]
  • Chaitali Gupta, Madhusudhan Govindaraju, “Framework for Efficient Indexing and Searching of Scientific Datasets”, in proceedings of the 10th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (short paper), May 17-20, 2010, Melbourne, Victoria, Australia. [bibtex], [doi:10.1109/CCGRID.2010.120]
  • Chaitali Gupta, Rajdeep Bhowmik, Madhusudhan Govindaraju, “Semantic Framework for Free-Form Search of Grid Resources and Services”, in proceedings of 10th IEEE/ACM International Conference on Grid Computing, (GRID 2009), Banff, Alberta, Canada, Oct 13-15, 2009. [bibtex], [doi:10.1109/GRID.2009.5353073]
  • Zacharia Fadika, Michael Head, Madhusudhan Govindaraju, “Parallel and Distributed Approach for Processing Large-Scale XML Datasets”, in the 10th IEEE/ACM International Conference on Grid Computing, (GRID 2009), Banff, Alberta, Canada, Oct 13-15, 2009.[bibtex], [PDF] [doi:10.1109/GRID.2009.5353070] [pdf]
  • Michael Head and Madhusudhan Govindaraju, “Performance Enhancement with Speculative Execution Based Parallelism for Processing Large-scale XML-based Application Data”, in proceedings of The 18th IEEE International Symposium on High Performance Distributed Computing (HPDC), Munich, Germany, June 11–13, 2009.[bibtex], [PDF] [doi:10.1145/1551609.1551615] [pdf]
  • Michael Head and Madhusudhan Govindaraju, “Parallel Processing of Large-Scale XML-Based Application Documents on Multi-core Architectures with PiXiMaL”, in the 4th International Conference on e-Science, Indianapolis, December 7-12, 2008.[bibtex], [PDF] [doi:10.1109/eScience.2008.77] [pdf]
  • Chaitali Gupta, Rajdeep Bhowmik, Madhusudhan Govindaraju, “Web Services Operation and Parameter Matchmaking based on Free-form User Queries”, in SOA Solutioning Track in Services II held with International Conference on Web Services (ICWS), Beijing, China, Sept 23-26, 2008. [bibtex]
  • Chaitali Gupta, Rajdeep Bhowmik, Madhusudhan Govindaraju, “Hot Topic: Ontological Framework for a Free-Form Query Based Grid Search Engine”, in HPDC-17: The 17th IEEE International Symposium on High Performance Distributed Computing (Hot Topics Session), Boston, June 23–27, 2008. [bibtex],
  • Rajdeep Bhowmik, Chaitali Gupta, Madhusudhan Govindaraju, Aneesh Aggarwal “Optimizing XML Processing for Grid Applications Using an Emulation Framework” in IPDPS’08: IEEE International Parallel and Distributed Processing Symposium , April 14-18, Miami, Florida, 2008. [bibtex]
  • Jonathan J. Bednasza, Kenneth Chiu, Steven M. Gallo, Madhusudhan Govindaraju, Michael Lewis, Russ Miller, Catherine L. Ruby, and Charles M. Weeks, “Grid-Based Research, Development, and Deployment in New York State”, in Fifth High-Performance Grid Computing Workshop}”, held in conjunction with International Parallel and Distributed Processing Symposium (IPDPS 2008), April 14-18, 2008, Miami, Florida, USA. [bibtex]
  • Rajdeep Bhowmik and Madhusudhan Govindaraju, “Analysis of Cache Performance for Processing XML-Based Application Data on Multi-core Processors”, in proceedings of Workshop on Advances in High-Performance E-Science Middleware and Applications, held in conjunction with the 4th IEEE International Conference on e-Science, Indianapolis, December, 2008. [bibtex]
  • Janette Hicks, Madhusudhan Govindaraju, Weiyi Meng, “Enhancing the Discovery of Web Services through Optimized Algorithms”, in proceedings of The 2007 IEEE International Conference on Granular Computing , Silicon Valley, November 2-4, 2007.
  • Chaitali Gupta, Rajdeep Bhowmik, Michael Head, Madhusudhan Govindaraju, Weiyi Meng, “Improving Performance of Web Services Query Matchmaking with Automated Knowledge Acquisition”, in proceedings of 2007 IEEE/WIC/ACM International Conference on Web Intelligence , Silicon Valley, November 2-5, 2007. [doi:10.1109/WI.2007.101]
  • Rajdeep Bhowmik, Chaitali Gupta, Madhusudhan Govindaraju, Aneesh Aggarwal, Prateek Pujara, “Designing Grid Services for Multi-core Processors,” in HPDC-16: The 16th IEEE International Symposium on High Performance Distributed Computing (Hot Topics Session) , Monterey, CA, June 2007.
  • Chaitali Gupta, Rajdeep Bhowmik, Michael Head, Madhusudhan Govindaraju, Weiyi Meng, “A Query-based System for Automatic Invocation of Web Services”, in proceedings of Application Services and Industry Track in ICWS 2007: The 2007 IEEE International Conference on Web Services, Salt Lake City, July 2007. [doi:10.1109/ICWS.2007.15]
  • Michael R. Head, Madhusudhan Govindaraju, “Approaching a Parallelized XML Parser Optimized for Multi-Core Processors” in proceedings of Workshop on Service-Oriented Computing Performance: Aspects, Issues, and Approaches , held in conjunction with IEEE International Symposium on High Performance Distributed Computing (HPDC) 2007 , Monterey Bay, California June 26, 2007. [doi:10.1145/1272457.1272460]
  • Rajdeep Bhowmik, Chaitali Gupta, Madhusudhan Govindaraju, Aneesh Aggarwal, “McGrid: Framework for Optimizing Grid Middleware on Multi-core Processors” in Workshop on Service-Oriented Computing Performance: Aspects, Issues, and Approaches, held in conjunction with IEEE International Symposium on High Performance Distributed Computing (HPDC) 2007 , Monterey Bay, California June 26, 2007.
  • Onur Demir, Michael R. Head, Kanad Ghose, and Madhusudhan Govindaraju, “Securing Grid Data Transfer Services with Active Network Portals,” in The 8th IEEE International Workshop on Parallel and Distributed Scientific and Engineering Computing (PDSEC) , held in conjunction with The 21st International Parallel and Distributed Processing Symposium (IPDPS-07), March 26-30, 2007, Long Beach, California, USA. [doi:10.1109/IPDPS.2007.370566]
  • Michael R. Head, Madhusudhan Govindaraju, Robert van Engelen, Wei Zhang, “Benchmarking XML Processors for Applications in Grid Web Services,” In SC|06 (Supercomputing): International Conference for High Performance Computing, Networking, and Storage, Tampa, Florida, November 2006. [doi:10.1145/1188455.1188581″]
  • Robert van Engelen, Madhusudhan Govindaraju, and Wei Zhang, “Exploring Remote Object Coherence in XML Web Services”, in ICWS 2006: The 2006 IEEE International Conference on Web Services, Chicago, IL, September 18-20, 2006.
  • Madhusudhan Govindaraju, “XML Schemas Based Universal Code Generation Framework for Distributed CCA Applications,” In GECO-COMPFRAME06: Workshop HPC Grid programming Environments
    and COmponents and Component and Framework Technology in High-Performance and Scientific Computing
    (at HPDC-15), Paris, France, June 2006.
  • Rainer Schmidt, Michael R. Head, Madhusudhan Govindaraju, Michael J. Lewis, and Siegfried Benkner, “Design and Implementation Choices for Implementing Distributed CCA Frameworks,” in GECO-COMPFRAME06: Workshop HPC Grid programming Environments and COmponents and Component and Framework Technology in High-Performance and Scientific Computing (at HPDC-15), Paris, France, June 2006. [PDF] [PS] [abstract] [bibtex]
  • Robert van Engelen, Wei Zhang, and Madhusudhan Govindaraju, Toward Remote Object Coherence with Compiled Object Serialization for Distributed Computing with XML Web Services, in the proceedings of Compilers for Parallel Computing (CPC), 2006, pages 441-455.
  • Demir, O., Head, M.R., Ghose, K., Govindaraju, M. (2006) “Enhancing GridFTP Performance Using Intelligent Gateways,” in Int. J. High Performance Computing and Networking, Vol. 5, Nos. 3, pp. 135-143, 2008. [bibtex] [doi:10.1504/IJHPCN.2008.020858]
  • Madhusudhan Govindaraju, Michael J. Lewis, and Kenneth Chiu, “Design and Implementation Issues for Distributed CCA Framework Interoperability,” in Concurrency and Computation: Practice and Experience, 2006.
  • Onur Demir, Michael R. Head, Kanad Ghose, and Madhusudhan Govindaraju, “Protecting Grid Data Transfer Services with Active Network Interfaces,” In proceedings of Grid 2005 – 6th IEEE/ACM International Workshop on Grid Computing, pp: 9-16, Seattle WA, November 2005. [PDF] [abstract] [bibtex]
  • Madhusudhan Govindaraju, Michael R. Head, Kenneth Chiu, “XCAT-C++: Design and Performance of a Distributed CCA Framework,” in The 12th Annual IEEE International Conference on High Performance Computing (HiPC) 2005, December 18-21, Goa, India. [doi:10.1007/11602569_30] [PDF] [abstract] [bibtex]
  • Michael R. Head, Madhusudhan Govindaraju, Aleksander Slominski, Pu Liu, Nayef Abu-Ghazaleh, Robert van Engelen, Kenneth Chiu, Michael J. Lewis, “A Benchmark Suite for SOAP-based Communication in Grid Web Services,” In proceedings of SC|05 (Supercomputing): International Conference for High Performance Computing, Networking, and Storage, Seattle WA, November 2005. [doi:10.1109/GRID.2005.1542718] [PDF] –>[abstract] [bibtex]
  • Deger Cenk Erdil, Kenneth Chiu, Madhusudhan Govindaraju, and Michael J. Lewis, “A Proteus-Mediated Communications Substrate for LegionCCA and XCAT-C++,” In proceedings of Workshop on Component Models and Frameworks in High Performance Computing, Atlanta, GA, June 22-23, 2005.[PDF] [PS] [abstract] [bibtex]
  • Michael J. Lewis, Madhusudhan Govindaraju, and Kenneth Chiu, “Exploring the Design Space for CCA Framework Interoperability Approaches,” In proceedings of Workshop on Component Models and Frameworks in High Performance Computing, Atlanta, GA, June 22-23, 2005. [PDF] [PS] [abstract] [bibtex]
  • Bernholdt, D.E., Allan, B.A., Armstrong, R., Bertrand, F., Chiu, K., Dahlgren, T.L., Damevski, K., Ewasif, W.R., Epperly, T.G.W, Govindaraju, M., Katz, D.S., Kohl, J.A., Krishnan, M., Kumfert, G., Larson, J.W., Lefantzi, S., Lewis, M.J., Malony, A.D., McInnes, L.C., Nieplocha, J., Norris, B., Parker, S.G., Ray, J., Shende, S., Windus, T.L., Zhou, S., “A Component Architecture for High Performance Scientific Computing,” in International Journal of High Performance Computing Applications, ACTS Collection Special Issue, May 2006. [abstract]
  • Madhusudhan Govindaraju, Michael J. Lewis, Kenneth Chiu, Robert van Engelen, Sam Lang, Keith Jackson, Abstract on “Web Services Performance Aspects”, In proceedings of GlobusWORLD conference, Boston, February 2005.
  • Madhusudhan Govindaraju, Aleksander Slominski, Kenneth Chiu, Pu Liu, Robert van Engelen, Michael J. Lewis, “Toward Characterizing the Performance of SOAP Toolkits”. Proceedings of the 5th IEEE/ACM International Workshop on Grid Computing, (short paper) November 8th, 2004, pp: 365 — 372, Pittsburgh, USA.