Igor Yakushin

According to our database, Igor Yakushin authored at least 7 papers between 2019 and 2022.

Collaborative distances:

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

2022

A codesign framework for online data analysis and reduction.

Kshitij Mehta, Bryce Allen, Matthew Wolf, Jeremy Logan, Eric Suchyta, Swati Singhal, Jong Youl Choi, Keichi Takahashi, Kevin A. Huck, Igor Yakushin, Alan Sussman, Todd S. Munson, Ian T. Foster, Scott Klasky

Concurr. Comput. Pract. Exp., 2022

Coupling streaming AI and HPC ensembles to achieve 100-1000× faster biomolecular simulations.

Alexander Brace, Igor Yakushin, Heng Ma, Anda Trifan, Todd S. Munson, Ian T. Foster, Arvind Ramanathan, Hyungro Lee, Matteo Turilli, Shantenu Jha

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

2021

<i>coherent WaveBurst</i>, a pipeline for unmodeled gravitational-wave data analysis.

Marco Drago, Sergey Klimenko, Claudia Lazzaro, Edoardo Milotti, Guenakh Mitselmakher, Valentin Necula, Brendan O'Brian, Giovanni Andrea Prodi, Francesco Salemi, Marek J. Szczepanczyk, Shubhanshu Tiwari, Vaibhav Tiwari, Gayathri V, Gabriele Vedovato, Igor Yakushin

SoftwareX, 2021

Online data analysis and reduction: An important Co-design motif for extreme-scale computers.

Ian T. Foster, Mark Ainsworth, Julie Bessac, Franck Cappello, Jong Choi, Sheng Di, Zichao Wendy Di, Ali Murat Gok, Hanqi Guo, Kevin A. Huck, Christopher Kelly, Scott Klasky, Kerstin Kleese van Dam, Xin Liang, Kshitij Mehta, Manish Parashar, Tom Peterka, Line Pouchard, Tong Shu, Ozan Tugluk, Hubertus Van Dam, Lipeng Wan, Matthew Wolf, Justin M. Wozniak, Wei Xu, Igor Yakushin, Shinjae Yoo, Todd S. Munson

Int. J. High Perform. Comput. Appl., 2021

Achieving 100X faster simulations of complex biological phenomena by coupling ML to HPC ensembles.

Alexander Brace, Hyungro Lee, Heng Ma, Anda Trifan, Matteo Turilli, Igor Yakushin, Todd S. Munson, Ian T. Foster, Shantenu Jha, Arvind Ramanathan

CoRR, 2021

2020

Feature-preserving Lossy Compression for In Situ Data Analysis.

Igor Yakushin, Kshitij Mehta, Jieyang Chen, Matthew Wolf, Ian T. Foster, Scott Klasky, Todd S. Munson

Proceedings of the ICPP Workshops '20: Workshops, Edmonton, AB, Canada, August 17-20, 2020, 2020

2019

A Codesign Framework for Online Data Analysis and Reduction.

Kshitij Mehta, Ian T. Foster, Scott Klasky, Bryce Allen, Matthew Wolf, Jeremy Logan, Eric Suchyta, Jong Choi, Keichi Takahashi, Igor Yakushin, Todd S. Munson

Proceedings of the 2019 IEEE/ACM Workflows in Support of Large-Scale Science, 2019