Volodymyr V. Kindratenko

Orcid: 0000-0002-9336-4756

Affiliations:
  • University of Illinois at Urbana-Champaign, USA


According to our database1, Volodymyr V. Kindratenko authored at least 80 papers between 1995 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
Training Next Generation AI Users and Developers at NCSA.
CoRR, 2024

Secure Federated Learning Across Heterogeneous Cloud and High-Performance Computing Resources - A Case Study on Federated Fine-tuning of LLaMA 2.
CoRR, 2024

2023
FAIR AI models in high energy physics.
Mach. Learn. Sci. Technol., December, 2023

Character Face in Video.
Dataset, January, 2023

Critical Minerals Map Feature Extraction Using Deep Learning.
IEEE Geosci. Remote. Sens. Lett., 2023

Training Next-Generation Artificial Intelligence Users and Developers at NCSA.
Comput. Sci. Eng., 2023

Leveraging Large Language Models to Build and Execute Computational Workflows.
CoRR, 2023

FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices using a Computing Power Aware Scheduler.
CoRR, 2023

Self-Supervised Masked Digital Elevation Models Encoding for Low-Resource Downstream Tasks.
CoRR, 2023

Sequence Generation via Subsequence Similarity: Theory and Application to UAV Identification.
CoRR, 2023

Cloud-Bursting and Autoscaling for Python-Native Scientific Workflows Using Ray.
Proceedings of the High Performance Computing, 2023


YouTubePD: A Multimodal Benchmark for Parkinson's Disease Analysis.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

APPFLx: Providing Privacy-Preserving Cross-Silo Federated Learning as a Service.
Proceedings of the 19th IEEE International Conference on e-Science, 2023

2022
DEM_building_Illinois.
Dataset, March, 2022

Exploring HW/SW Co-Design for Video Analysis on CPU-FPGA Heterogeneous Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Weakly Supervised Segmentation of Buildings in Digital Elevation Models.
IEEE Geosci. Remote. Sens. Lett., 2022

FAIR for AI: An interdisciplinary, international, inclusive, and diverse community building perspective.
CoRR, 2022

Weakly Supervised Two-Stage Training Scheme for Deep Video Fight Detection Model.
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Sparse Spatio-Temporal Neural Network for Large-Scale Forecasting.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
FPGAs in the Cloud.
Comput. Sci. Eng., 2021

Accelerating Scientific Applications With SambaNova Reconfigurable Dataflow Architecture.
Comput. Sci. Eng., 2021

The European Factor: From ARM to Atos.
Comput. Sci. Eng., 2021

AGNet: Weighing Black Holes with Deep Learning.
CoRR, 2021

A FAIR and AI-ready Higgs Boson Decay Dataset.
CoRR, 2021

Turbomachinery Blade Surrogate Modeling Using Deep Learning.
Proceedings of the High Performance Computing - ISC High Performance Digital 2021 International Workshops, Frankfurt am Main, Germany, June 24, 2021

Efficient HW and SW Interface Design for Convolutional Neural Networks Using High-Level Synthesis and TensorFlow.
Proceedings of the IEEE/ACM International Workshop on Heterogeneous High-performance Reconfigurable Computing, 2021

2020
Convergence of artificial intelligence and high performance computing on NSF-supported cyberinfrastructure.
J. Big Data, 2020

High-Level Synthesis-Based Approach for Accelerating Scientific Codes on FPGAs.
Comput. Sci. Eng., 2020

Hands-on with IBM Visual Insights.
Comput. Sci. Eng., 2020

Confluence of Artificial Intelligence and High Performance Computing for Accelerated, Scalable and Reproducible Gravitational Wave Detection.
CoRR, 2020

NCSA Internship Program for Cyberinfrastructure Professionals.
Proceedings of the PEARC '20: Practice and Experience in Advanced Research Computing, 2020

HAL: Computer System for Scalable Deep Learning.
Proceedings of the PEARC '20: Practice and Experience in Advanced Research Computing, 2020

Parameter Identification of RANS Turbulence Model Using Physics-Embedded Neural Network.
Proceedings of the High Performance Computing, 2020

HLS-Based Acceleration Framework for Deep Convolutional Neural Networks.
Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2020

2019
Enabling real-time multi-messenger astrophysics discoveries with deep learning.
CoRR, 2019

Deep Learning for Multi-Messenger Astrophysics: A Gateway for Discovery in the Big Data Era.
CoRR, 2019

tensorflow-tracing: A Performance Tuning Framework for Production.
Proceedings of the 2019 USENIX Conference on Operational Machine Learning, 2019

2012
Fine-grain parallelism using multi-core, Cell/BE, and GPU Systems.
Parallel Comput., 2012

Application accelerators in HPC - Editorial introduction.
Parallel Comput., 2012

Scientific Computing with GPUs.
Comput. Sci. Eng., 2012

2011
Guest Editor's Introduction: Special Issue on High-Performance Computing with Accelerators.
IEEE Trans. Parallel Distributed Syst., 2011

Trends in High-Performance Computing.
Comput. Sci. Eng., 2011

Design of MILC Lattice QCD Application for GPU Clusters.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

GPU acceleration of an image characterization algorithm for document similarity analysis.
Proceedings of the 9th IEEE/ACS International Conference on Computer Systems and Applications, 2011

2010
Application Acceleration with the Cell Broadband Engine.
Comput. Sci. Eng., 2010

High-Performance Computing with Accelerators.
Comput. Sci. Eng., 2010

Direct self-consistent field computations on GPU clusters.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Quantifying the impact of GPUs on performance and energy efficiency in HPC clusters.
Proceedings of the International Green Computing Conference 2010, 2010

2009
Implementation of scientific computing applications on the Cell Broadband Engine.
Sci. Program., 2009

Implementation of the two-point angular correlation function on a high-performance reconfigurable computer.
Sci. Program., 2009

The Bottom-Up Implementation of One MILC Lattice QCD Application on the Cell Blade.
Int. J. Parallel Program., 2009

Novel Computing Architectures.
Comput. Sci. Eng., 2009

Phoenix: A Runtime Environment for High Performance Computing on Chip Multiprocessors.
Proceedings of the 17th Euromicro International Conference on Parallel, 2009

SoundMaker: a Web-Based Teaching Tool for Sound Design.
Proceedings of the 2009 International Computer Music Conference, 2009

Accelerating Cosmological Data Analysis with FPGAs.
Proceedings of the FCCM 2009, 2009

GPU clusters for high-performance computing.
Proceedings of the 2009 IEEE International Conference on Cluster Computing, August 31, 2009

Accelerating cosmological data analysis with graphics processors.
Proceedings of 2nd Workshop on General Purpose Processing on Graphics Processing Units, 2009

2008
Reconfigurable Systems Summer Institute 2007.
Parallel Comput., 2008

High-Performance Computing Applications on Novel Architectures.
Comput. Sci. Eng., 2008

The Promise of High-Performance Reconfigurable Computing.
Computer, 2008

Implementation of NAMD molecular dynamics non-bonded force-field on the cell broadband engine processor.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

2007
Accelerating Scientific Applications with Reconfigurable Computing: Getting Started.
Comput. Sci. Eng., 2007

Guest Editors' Introduction: High-Performance Reconfigurable Computing.
Computer, 2007

Mitrion-C Application Development on SGI Altix 350/RC100.
Proceedings of the IEEE Symposium on Field-Programmable Custom Computing Machines, 2007

2006
Reconfigurable supercomputing - Is high-performance reconfigurable computing the next supercomputing paradigm?
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

M03 - Reconfigurable supercomputing.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

A case study in porting a production scientific supercomputing application to a reconfigurable computer.
Proceedings of the 14th IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM 2006), 2006

Code Partitioning for Reconfigurable High-Performance Computing: A Case Study.
Proceedings of the 2006 International Conference on Engineering of Reconfigurable Systems & Algorithms, 2006

2005
Neural network-based calibration of electromagnetic tracking systems.
Virtual Real., 2005

The Visible Radio: Process Visualization of a Software-Defined Radio.
Proceedings of the 16th IEEE Visualization Conference, 2005

2003
On Using Functions to Describe the Shape.
J. Math. Imaging Vis., 2003

IntelliBadge<sup>TM</sup>: Towards Providing Location-Aware Value-Added Services at Academic Conferences.
Proceedings of the UbiComp 2003: Ubiquitous Computing, 2003

2001
A Comparison of the Accuracy of an Electromagnetic and a Hybrid Ultrasound-Inertia Position Tracking System.
Presence Teleoperators Virtual Environ., 2001

2000
A survey of electromagnetic position tracker calibration techniques.
Virtual Real., 2000

Evaluation of Rotation Correction Techniques for Electromagnetic Position Tracking Systems.
Proceedings of the 6th Eurographics Workshop on Virtual Environments, 2000

1999
Calibration of electromagnetic tracking devices.
Virtual Real., 1999

1998
Sharing virtual environments over a transatlantic ATM network in support of distant collaboration in vehicle design.
Proceedings of the 4th Eurographics Workshop on Virtual Environments, 1998

1996
Classification of irregularly shaped micro-objects using complex Fourier descriptors.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

1995
Binarization of Inhomogeneously Illuminated Images.
Proceedings of the Image Analysis and Processing, 8th International Conference, 1995


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