Ravi K. Madduri

According to our database, Ravi K. Madduri authored at least 59 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

MaPPeRTrac: A Massively Parallel, Portable, and Reproducible Tractography Pipeline.

Lanya T. Cai, Joseph Y. Moon, Paul B. Camacho, Aaron T. Anderson, Won Jong Chwa, Bradley P. Sutton, Amy J. Markowitz, Eva M. Palacios, Alexis A. Rodriguez, Geoffrey T. Manley, Shivsundaram Shankar, Peer-Timo Bremer, Pratik Mukherjee, Ravi K. Madduri, Shankar Gopinath, Ramesh Grandhi, C. Dirk Keene, Michael A. McCrea, Randall Merchant, Laura B. Ngwenya, Ava M. Puccio, David Schnyer, Sabrina R. Taylor, John K. Yue, Esther L. Yuh, Ross Zafonte

Neuroinformatics, April, 2024

Advances in Privacy Preserving Federated Learning to Realize a Truly Learning Healthcare System.

Ravi K. Madduri, Zilinghan Li, Tarak Nandi, Kibaek Kim, Minseok Ryu, Alex Rodriguez

CoRR, 2024

Advances in APPFL: A Comprehensive and Extensible Federated Learning Framework.

Zilinghan Li, Shilan He, Ze Yang, Minseok Ryu, Kibaek Kim, Ravi K. Madduri

CoRR, 2024

Secure Federated Learning Across Heterogeneous Cloud and High-Performance Computing Resources - A Case Study on Federated Fine-tuning of LLaMA 2.

Zilinghan Li, Shilan He, Pranshu Chaturvedi, Volodymyr V. Kindratenko, Eliu A. Huerta, Kibaek Kim, Ravi K. Madduri

CoRR, 2024

FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler.

Zilinghan Li, Pranshu Chaturvedi, Shilan He, Han Chen, Gagandeep Singh, Volodymyr V. Kindratenko, Eliu A. Huerta, Kibaek Kim, Ravi K. Madduri

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Enabling End-to-End Secure Federated Learning in Biomedical Research on Heterogeneous Computing Environments with APPFLx.

Trung-Hieu Hoang, Jordan D. Fuhrman, Ravi K. Madduri, Miao Li, Pranshu Chaturvedi, Zilinghan Li, Kibaek Kim, Minseok Ryu, Ryan Chard, Eliu A. Huerta, Maryellen L. Giger

CoRR, 2023

APPFLx: Providing Privacy-Preserving Cross-Silo Federated Learning as a Service.

Zilinghan Li, Shilan He, Pranshu Chaturvedi, Trung-Hieu Hoang, Minseok Ryu, Eliu A. Huerta, Volodymyr V. Kindratenko, Jordan D. Fuhrman, Maryellen L. Giger, Ryan Chard, Kibaek Kim, Ravi K. Madduri

Proceedings of the 19th IEEE International Conference on e-Science, 2023

2022

The Case for Optimized Edge-Centric Tractography at Scale.

Joseph Y. Moon, Pratik Mukherjee, Ravi K. Madduri, Amy J. Markowitz, Lanya T. Cai, Eva M. Palacios, Geoffrey T. Manley, Peer-Timo Bremer

Frontiers Neuroinformatics, 2022

FAIR for AI: An interdisciplinary, international, inclusive, and diverse community building perspective.

Eliu A. Huerta, Ben Blaiszik, L. Catherine Brinson, Kristofer E. Bouchard, Daniel Diaz, Caterina Doglioni, Javier M. Duarte, Murali Emani, Ian T. Foster, Geoffrey C. Fox, Philip C. Harris, Lukas Heinrich, Shantenu Jha, Daniel S. Katz, Volodymyr V. Kindratenko, Christine R. Kirkpatrick, Kati Lassila-Perini, Ravi K. Madduri, Mark S. Neubauer, Fotis E. Psomopoulos, Avik Roy, Oliver Rübel, Zhizhen Zhao, Ruike Zhu

CoRR, 2022

APPFL: Open-Source Software Framework for Privacy-Preserving Federated Learning.

Minseok Ryu, Youngdae Kim, Kibaek Kim, Ravi K. Madduri

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

2020

Using the FACE-IT portal and workflow engine for operational food quality prediction and assessment: An application to mussel farms monitoring in the Bay of Napoli, Italy.

Raffaele Montella, Alison Brizius, Diana Di Luccio, Cheryl H. Porter, Joshua Elliott, Ravi K. Madduri, David Kelly, Angelo Riccio, Ian T. Foster

Future Gener. Comput. Syst., 2020

2019

Big Data Bags: A Scalable Packaging Format for Science.

Mike D'Arcy, Kyle Chard, Ian T. Foster, Carl Kesselman, Ravi K. Madduri, Nickolaus D. Saint, Rick Wagner

Proceedings of Workshop on Research Objects (RO2019), 2019

2018

Scalable pCT Image Reconstruction Delivered as a Cloud Service.

Ryan Chard, Ravi K. Madduri, Nicholas T. Karonis, Kyle Chard, Kirk L. Duffin, Caesar E. Ordoñez, Thomas D. Uram, Justin Fleischauer, Ian T. Foster, Michael E. Papka, John Winans

IEEE Trans. Cloud Comput., 2018

Reproducible big data science: A case study in continuous FAIRness.

Ravi K. Madduri, Kyle Chard, Michel D'Arcy, Segun Jung, Alexis A. Rodriguez, Dinanath Sulakhe, Eric Deutsch, Cory C. Funk, Benjamin D. Heavner, Matthew A. Richards, Paul Shannon, Gustavo Glusman, Nathan D. Price, Carl Kesselman, Ian T. Foster

Proceedings of Workshop on Research Objects (RO2018), 2018

2017

Developing a framework for digital objects in the Big Data to Knowledge (BD2K) commons: Report from the Commons Framework Pilots workshop.

Kathleen M. Jagodnik, Simon Koplev, Sherry L. Jenkins, Lucila Ohno-Machado, Benedict Paten, Stephan C. Schürer, Michel Dumontier, Ruben Verborgh, Alex Bui, Peipei Ping, Neil J. McKenna, Ravi K. Madduri, Ajay Pillai, Avi Ma'ayan

J. Biomed. Informatics, 2017

Cost-Aware Cloud Profiling, Prediction, and Provisioning as a Service.

Ryan Chard, Kyle Chard, Rich Wolski, Ravi K. Madduri, Bryan Ng, Kris Bubendorfer, Ian T. Foster

IEEE Cloud Comput., 2017

2016

Science as a Service [Guest editors' introduction].

Ravi K. Madduri, Ian T. Foster

Comput. Sci. Eng., 2016

Applications of the FACE-IT Data Science Portal and Workflow Engine for Operational Food Quality Prediction and Assessment: Mussel Farm Monitoring in the Bay of Napoli, Italy.

Raffaele Montella, Alison Brizius, Diana Di Luccio, Cheryl H. Porter, Joshua Elliott, Ravi K. Madduri, David Kelly, Angelo Riccio, Ian T. Foster

Proceedings of the 11th Workshop on Workflows in Support of Large-Scale Science co-located with The International Conference for High Performance Computing, 2016

An Automated Tool Profiling Service for the Cloud.

Ryan Chard, Kyle Chard, Bryan Ng, Kris Bubendorfer, Alex A. Rodriguez, Ravi K. Madduri, Ian T. Foster

Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016

I'll take that to go: Big data bags and minimal identifiers for exchange of large, complex datasets.

Kyle Chard, Mike D'Arcy, Benjamin D. Heavner, Ian T. Foster, Carl Kesselman, Ravi K. Madduri, Alexis A. Rodriguez, Stian Soiland-Reyes, Carole A. Goble, Kristi Clark, Eric W. Deutsch, Ivo D. Dinov, Nathan D. Price, Arthur W. Toga

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Big biomedical data as the key resource for discovery science.

Arthur W. Toga, Ian T. Foster, Carl Kesselman, Ravi K. Madduri, Kyle Chard, Eric W. Deutsch, Nathan D. Price, Gustavo Glusman, Benjamin D. Heavner, Ivo D. Dinov, Joseph Ames, John D. Van Horn, Roger Kramer, Leroy E. Hood

J. Am. Medical Informatics Assoc., 2015

PDACS: A Portal for Data Analysis Services for Cosmological Simulations.

Ravi K. Madduri, Alex A. Rodriguez, Thomas D. Uram, Katrin Heitmann, Tanu Malik, Saba Sehrish, Ryan Chard, Shreyas Cholia, Marc F. Paterno, Jim Kowalkowski, Salman Habib

Comput. Sci. Eng., 2015

FACE-IT: A science gateway for food security research.

Raffaele Montella, David Kelly, Wei Xiong, Alison Brizius, Joshua Elliott, Ravi K. Madduri, Ketan Maheshwari, Cheryl H. Porter, Peter Vilter, Michael Wilde, Meng Zhang, Ian T. Foster

Concurr. Comput. Pract. Exp., 2015

The Globus Galaxies platform: delivering science gateways as a service.

Ravi K. Madduri, Kyle Chard, Ryan Chard, Lukasz Lacinski, Alex A. Rodriguez, Dinanath Sulakhe, David Kelly, Utpal J. Dave, Ian T. Foster

Concurr. Comput. Pract. Exp., 2015

Consensus Genotyper for Exome Sequencing (CGES): improving the quality of exome variant genotypes.

Vassily Trubetskoy, Alex A. Rodriguez, Uptal J. Dave, Nicholas Campbell, Emily L. Crawford, Edwin H. Cook Jr., James S. Sutcliffe, Ian T. Foster, Ravi K. Madduri, Nancy J. Cox, Lea K. Davis

Bioinform., 2015

Cost-Aware Cloud Provisioning.

Ryan Chard, Kyle Chard, Kris Bubendorfer, Lukasz Lacinski, Ravi K. Madduri, Ian T. Foster

Proceedings of the 11th IEEE International Conference on e-Science, 2015

Cost-Aware Elastic Cloud Provisioning for Scientific Workloads.

Ryan Chard, Kyle Chard, Kris Bubendorfer, Lukasz Lacinski, Ravi K. Madduri, Ian T. Foster

Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014

Cloud-based bioinformatics workflow platform for large-scale next-generation sequencing analyses.

Bo Liu, Ravi K. Madduri, Borja Sotomayor, Kyle Chard, Lukasz Lacinski, Utpal J. Dave, Jianqiang Li, Chunchen Liu, Ian T. Foster

J. Biomed. Informatics, 2014

Experiences building Globus Genomics: a next-generation sequencing analysis service using Galaxy, Globus, and Amazon Web Services.

Ravi K. Madduri, Dinanath Sulakhe, Lukasz Lacinski, Bo Liu, Alex A. Rodriguez, Kyle Chard, Utpal J. Dave, Ian T. Foster

Concurr. Comput. Pract. Exp., 2014

PDACS: a portal for data analysis services for cosmological simulations.

Ryan Chard, Saba Sehrish, Alex A. Rodriguez, Ravi K. Madduri, Thomas D. Uram, Marc F. Paterno, Katrin Heitmann, Shreyas Cholia, Jim Kowalkowski, Salman Habib

Proceedings of the 9th Gateway Computing Environments Workshop, 2014

A cloud-based image analysis gateway for traumatic brain injury research.

Kyle Chard, Ravi K. Madduri, Xia Jiang, Farid Dahi, Michael W. Vannier, Ian T. Foster

Proceedings of the 9th Gateway Computing Environments Workshop, 2014

2013

Experiences in building a next-generation sequencing analysis service using galaxy, globus online and Amazon web service.

Ravi K. Madduri, Paul Dave, Dinanath Sulakhe, Lukasz Lacinski, Bo Liu, Ian T. Foster

Proceedings of the Extreme Science and Engineering Discovery Environment: Gateway to Discovery, 2013

Distributed tools deployment and management for multiple galaxy instances in globus genomics.

Dinanath Sulakhe, Alex A. Rodriguez, Nick Prozorovsky, Nilesh Kavthekar, Ravi K. Madduri, Amol Parikh, Paul Dave, Lukasz Lacinski, Ian T. Foster

Proceedings of WORKS 2013: 8th Workshop On Workflows in Support of Large-Scale Science, 2013

Science as a service: how on-demand computing can accelerate discovery.

Ian T. Foster, Ravi K. Madduri

Proceedings of the ScienceCloud'13, 2013

Enabling multi-task computation on Galaxy-based gateways using swift.

Ketan Maheshwari, Alex A. Rodriguez, David Kelly, Ravi K. Madduri, Justin M. Wozniak, Michael Wilde, Ian T. Foster

Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013

2012

Deploying Bioinformatics Workflows on Clouds with Galaxy and Globus Provision.

Bo Liu, Borja Sotomayor, Ravi K. Madduri, Kyle Chard, Ian T. Foster

Proceedings of the 2012 SC Companion: High Performance Computing, 2012

2011

Enabling collaborative research using the Biomedical Informatics Research Network (BIRN).

Karl G. Helmer, José Luis Ambite, Joseph Ames, Rachana Ananthakrishnan, Gully Burns, Ann L. Chervenak, Ian T. Foster, Lee Liming, David B. Keator, Fabio Macciardi, Ravi K. Madduri, John-Paul Navarro, Steven G. Potkin, Bruce R. Rosen, Seth Ruffins, Robert Schuler, Jessica A. Turner, Arthur W. Toga, Christina Williams, Carl Kesselman

J. Am. Medical Informatics Assoc., 2011

Toward Semantics Empowered Biomedical Web Services.

Jia Zhang, Ravi K. Madduri, Wei Tan, Kevin Deichl, John Alexander, Ian T. Foster

Proceedings of the IEEE International Conference on Web Services, 2011

Improving the efficiency of subset queries on raster images.

Tanu Malik, Neil Best, Joshua Elliott, Ravi K. Madduri, Ian T. Foster

Proceedings of the 2011 Second International Workshop on High Performance and Distributed Geographic Information Systems, 2011

Recommend-As-You-Go: A Novel Approach Supporting Services-Oriented Scientific Workflow Reuse.

Jia Zhang, Wei Tan, John Alexander, Ian T. Foster, Ravi K. Madduri

Proceedings of the IEEE International Conference on Services Computing, 2011

ServiceMap: Providing Map and GPS Assistance to Service Composition in Bioinformatics.

Wei Tan, Jia Zhang, Ravi K. Madduri, Ian T. Foster, David De Roure, Carole A. Goble

Proceedings of the IEEE International Conference on Services Computing, 2011

Providing Map and GPS Assistance to Service Composition in Bioinformatics.

Wei Tan, Jia Zhang, Ravi K. Madduri, Ian T. Foster, David De Roure

Proceedings of the IEEE International Conference on Services Computing, 2011

2010

A comparison of using Taverna and BPEL in building scientific workflows: the case of caGrid.

Wei Tan, Paolo Missier, Ian T. Foster, Ravi K. Madduri, David De Roure, Carole A. Goble

Concurr. Comput. Pract. Exp., 2010

caGrid Workflow Toolkit: A Taverna based workflow tool for cancer Grid.

Wei Tan, Ravi K. Madduri, Aleksandra Nenadic, Stian Soiland-Reyes, Dinanath Sulakhe, Ian T. Foster, Carole A. Goble

BMC Bioinform., 2010

2009

DataMover: A Lightweight, Extensible Data Movement Framework for Grid Environments.

Wantao Liu, Rajkumar Kettimuthu, Ravi K. Madduri

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2009

Scientific Workflows as Services in caGrid: A Taverna and gRAVI Approach.

Wei Tan, Kyle Chard, Dinanath Sulakhe, Ravi K. Madduri, Ian T. Foster, Stian Soiland-Reyes, Carole A. Goble

Proceedings of the IEEE International Conference on Web Services, 2009

Wrap Scientific Applications as WSRF Grid Services Using gRAVI.

Kyle Chard, Wei Tan, Joshua Boverhof, Ravi K. Madduri, Ian T. Foster

Proceedings of the IEEE International Conference on Web Services, 2009

GridFTP GUI: An Easy and Efficient Way to Transfer Data in Grid.

Wantao Liu, Rajkumar Kettimuthu, Brian Tieman, Ravi K. Madduri, Bo Li, Ian T. Foster

Proceedings of the Networks for Grid Applications, 2009

2008

Model Formulation: caGrid 1.0: An Enterprise Grid Infrastructure for Biomedical Research.

Scott Oster, Stephen Langella, Shannon Hastings, David Ervin, Ravi K. Madduri, Joshua Phillips, Tahsin M. Kurç, Frank Siebenlist, Peter A. Covitz, Krishnakant Shanbhag, Ian T. Foster, Joel H. Saltz

J. Am. Medical Informatics Assoc., 2008

Combining the Power of Taverna and caGrid: Scientific Workflows that Enable Web-Scale Collaboration.

Wei Tan, Ian T. Foster, Ravi K. Madduri

IEEE Internet Comput., 2008

e-Science, caGrid, and Translational Biomedical Research.

Joel H. Saltz, Tahsin M. Kurç, Shannon Hastings, Stephen Langella, Scott Oster, David Ervin, Ashish Sharma, Tony Pan, Metin N. Gurcan, Justin Permar, Renato Ferreira, Philip R. O. Payne, Ümit V. Çatalyürek, Enrico Caserta, Gustavo Leone, Michael C. Ostrowski, Ravi K. Madduri, Ian T. Foster, Subhasree Madhavan, Kenneth H. Buetow, Krishnakant Shanbhag, Eliot L. Siegel

Computer, 2008

Orchestrating caGrid Services in Taverna.

Wei Tan, Ravi K. Madduri, Kiran Keshav, Baris E. Suzek, Scott Oster, Ian T. Foster

Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008

Building Scientific Workflow with Taverna and BPEL: A Comparative Study in caGrid.

Wei Tan, Paolo Missier, Ravi K. Madduri, Ian T. Foster

Proceedings of the Service-Oriented Computing - ICSOC 2008 Workshops, 2008

A Roadmap for caGrid, an Enterprise Grid Architecture for Biomedical Research.

Joel H. Saltz, Shannon Hastings, Stephen Langella, Scott Oster, Tahsin M. Kurç, Philip R. O. Payne, Renato Ferreira, Beth Plale, Carole A. Goble, David Ervin, Ashish Sharma, Tony Pan, Justin Permar, Peter Brezany, Frank Siebenlist, Ravi K. Madduri, Ian T. Foster, Krishnakant Shanbhag, Charlie Mead, Neil P. Chue Hong

Proceedings of the Global Healthgrid: e-Science Meets Biomedical Informatics, 2008

Build Grid Enabled Scientific Workflows Using gRAVI and Taverna.

Kyle Chard, Cem Onyuksel, Wei Tan, Dinanath Sulakhe, Ravi K. Madduri, Ian T. Foster

Proceedings of the Fourth International Conference on e-Science, 2008

2007

caGrid 1.0: A Grid Enterprise Architecture for Cancer Research.

Scott Oster, Stephen Langella, Shannon Hastings, David Ervin, Ravi K. Madduri, Tahsin M. Kurç, Frank Siebenlist, Peter A. Covitz, Krishnakant Shanbhag, Ian T. Foster, Joel H. Saltz

Proceedings of the AMIA 2007, 2007

2006

Streamlining Grid Operations: Definition and Deployment of a Portal-based User Registration Service.

Ian T. Foster, Veronika Nefedova, Mehran Ahsant, Rachana Ananthakrishnan, Lee Liming, Ravi K. Madduri, Olle Mulmo, Laura Pearlman, Frank Siebenlist

J. Grid Comput., 2006

2004

An Overview of Grid File Transfer Patterns and Their Implementation in the Java CoG Kit.

Gregor von Laszewski, Jarek Gawor, Pawel Plaszczak, Mihael Hategan, Kaizar Amin, Ravi K. Madduri, Scott Gose, S. Shankar

Neural Parallel Sci. Comput., 2004

2002

Reliable File Transfer in Grid Environments.

Ravi K. Madduri, Cynthia S. Hood, William E. Allcock

Proceedings of the 27th Annual IEEE Conference on Local Computer Networks (LCN 2002), 2002