default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDGeoffrey C. Fox
Geoffrey Charles Fox
Person information
- affiliation: Indiana University Bloomington, School of Informatics and Computing, USA
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[c336]Amirreza Dolatpour Fathkouhi, Geoffrey Charles Fox:
AstroMAE: Redshift Prediction Using a Masked Autoencoder with a Novel Fine-Tuning Architecture. e-Science 2024: 1-10- [i41]Arup Kumar Sarker, Aymen Alsaadi, Niranda Perera, Mills Staylor, Gregor von Laszewski, Matteo Turilli, Ozgur Ozan Kilic
, Mikhail Titov, André Merzky, Shantenu Jha, Geoffrey C. Fox:
Design and Implementation of an Analysis Pipeline for Heterogeneous Data. CoRR abs/2403.15721 (2024) - [i40]Pradeep Bajracharya, Javier Quetzalcóatl Toledo-Marín, Geoffrey C. Fox, Shantenu Jha, Linwei Wang:
Feasibility Study on Active Learning of Smart Surrogates for Scientific Simulations. CoRR abs/2407.07674 (2024) - [i39]Alireza Jafari, Geoffrey C. Fox, John B. Rundle, Andrea Donnellan, Lisa Grant Ludwig:
Time Series Foundation Models and Deep Learning Architectures for Earthquake Temporal and Spatial Nowcasting. CoRR abs/2408.11990 (2024) - 2023
- [j172]Niranda Perera, Arup Kumar Sarker, Mills Staylor, Gregor von Laszewski, Kaiying Shan, Supun Kamburugamuve, Chathura Widanage, Vibhatha Abeykoon, Thejaka Amila Kanewala, Geoffrey C. Fox:
In-depth analysis on parallel processing patterns for high-performance Dataframes. Future Gener. Comput. Syst. 149: 250-264 (2023) - [c335]Arup Kumar Sarker, Md. Khairul Islam, Yuan Tian, Geoffrey C. Fox:
MVAM: Multi-variant Attacks on Memory for IoT Trust Computing. CPS-IoT Week Workshops 2023: 13-18 - [c334]Gregor von Laszewski, Jacques Phillipe Fleischer, Geoffrey C. Fox, Juri Papay, Samuel Jackson, Jeyan Thiyagalingam:
Templated Hybrid Reusable Computational Analytics Workflow Management with Cloudmesh, Applied to the Deep Learning MLCommons Cloudmask Application. e-Science 2023: 1-6 - [c333]Sudipta Saha Shubha, Shohaib Mahmud, Haiying Shen, Geoffrey C. Fox, Madhav V. Marathe:
Accurate and Efficient Distributed COVID-19 Spread Prediction based on a Large-Scale Time-Varying People Mobility Graph. IPDPS 2023: 58-68 - [e20]Claudio A. Ardagna, Nimanthi L. Atukorala, Carl K. Chang, Jing Fan, Geoffrey C. Fox, Sumi Helal, Zhi Jin, Qinghua Lu, Tiberiu Seceleanu, Stephen S. Yau:
IEEE International Conference on Software Services Engineering, SSE 2023, Chicago, IL, USA, July 2-8, 2023. IEEE 2023, ISBN 979-8-3503-4075-4 [contents] - [e19]Claudio A. Ardagna, Feras M. Awaysheh, Hongyi Bian, Carl K. Chang, Rong N. Chang, Flávia Coimbra Delicato, Nirmit Desai, Jing Fan, Geoffrey C. Fox, Andrzej Goscinski, Zhi Jin, Anna Kobusinska, Omer F. Rana:
IEEE International Conference on Edge Computing and Communications, EDGE 2023, Chicago, IL, USA, July 2-8, 2023. IEEE 2023, ISBN 979-8-3503-0483-1 [contents] - [e18]Claudio A. Ardagna, Boualem Benatallah, Hongyi Bian, Carl K. Chang, Rong N. Chang, Jing Fan, Geoffrey C. Fox, Zhi Jin, Xuanzhe Liu, Heiko Ludwig, Michael Sheng, Jian Yang:
IEEE International Conference on Web Services, ICWS 2023, Chicago, IL, USA, July 2-8, 2023. IEEE 2023, ISBN 979-8-3503-0485-5 [contents] - [i38]Niranda Perera, Kaiying Shan, Supun Kamburugamuve, Thejaka Amíla Kanewela, Chathura Widanage, Arup Kumar Sarker, Mills Staylor, Tianle Zhong, Vibhatha Abeykoon, Geoffrey C. Fox:
Supercharging Distributed Computing Environments For High Performance Data Engineering. CoRR abs/2301.07896 (2023) - [i37]Javier Quetzalcóatl Toledo-Marín, James A. Glazier, Geoffrey C. Fox:
Analyzing the Performance of Deep Encoder-Decoder Networks as Surrogates for a Diffusion Equation. CoRR abs/2302.03786 (2023) - [i36]Niranda Perera, Arup Kumar Sarker, Mills Staylor, Gregor von Laszewski, Kaiying Shan, Supun Kamburugamuve, Chathura Widanage, Vibhatha Abeykoon, Thejaka Amíla Kanewela, Geoffrey C. Fox:
In-depth Analysis On Parallel Processing Patterns for High-Performance Dataframes. CoRR abs/2307.01394 (2023) - [i35]Gregor von Laszewski, Wo L. Chang, Russell Reinsch, Olivera Kotevska, Ali Karimi, Abdul Rahman Sattar, Garry Mazzaferro, Geoffrey C. Fox:
Whitepaper on Reusable Hybrid and Multi-Cloud Analytics Service Framework. CoRR abs/2310.17013 (2023) - [i34]Geoffrey C. Fox, Mary P. Thomas, Sajal Bhatia, Marisa Brazil, Nicole M. Gasparini, Venkatesh Mohan Merwade, Henry J. Neeman, Jeff Carver, Henri Casanova, Vipin Chaudhary, Dirk Colbry, Lonnie D. Crosby, Prasun Dewan, Jessica Eisma, Irfan Ahmed, Kate Kaehey, Qianqian Liu, Zhen Ni, Sushil K. Prasad, Apan Qasem, Erik Saule, Prabha Sundaravadivel, Karen Tomko:
Report on 2023 CyberTraining PI Meeting, 26-27 September 2023. CoRR abs/2312.14199 (2023) - 2022
- [j171]Vibhatha Abeykoon, Geoffrey C. Fox, Minje Kim, Saliya Ekanayake, Supun Kamburugamuve, Kannan Govindarajan, Pulasthi Wickramasinghe, Niranda Perera, Chathura Widanage, Ahmet Uyar, Gurhan Gunduz, Selahatin Akkas:
Stochastic gradient descent-based support vector machines training optimization on Big Data and HPC frameworks. Concurr. Comput. Pract. Exp. 34(8) (2022) - [j170]Ahmet Uyar, Gurhan Gunduz, Supun Kamburugamuve, Pulasthi Wickramasinghe, Chathura Widanage, Kannan Govindarajan, Niranda Perera, Vibhatha Abeykoon, Selahattin Akkas, Geoffrey C. Fox:
Twister2 Cross-platform resource scheduler for big data. Concurr. Comput. Pract. Exp. 34(9) (2022) - [j169]Pulasthi Wickramasinghe, Niranda Perera, Supun Kamburugamuve, Kannan Govindarajan, Vibhatha Abeykoon, Chathura Widanage, Ahmet Uyar, Gurhan Gunduz, Selahattin Akkas, Geoffrey C. Fox:
High-performance iterative dataflow abstractions in Twister2: TSet. Concurr. Comput. Pract. Exp. 34(12) (2022) - [j168]J. C. S. Kadupitiya, Geoffrey C. Fox, Vikram Jadhao:
Solving Newton's equations of motion with large timesteps using recurrent neural networks based operators. Mach. Learn. Sci. Technol. 3(2): 25002 (2022) - [c332]Kaiying Shan, Niranda Perera, Damitha Lenadora, Tianle Zhong, Arup Kumar Sarker, Supun Kamburugamuve, Thejaka Amíla Kanewela, Chathura Widanage, Geoffrey C. Fox:
Hybrid Cloud and HPC Approach to High-Performance Dataframes. IEEE Big Data 2022: 2728-2736 - [c331]Niranda Perera, Supun Kamburugamuve, Chathura Widanage, Vibhatha Abeykoon, Ahmet Uyar, Kaiying Shan, Hasara Maithree, Damitha Lenadora, Thejaka Amila Kanewala, Geoffrey C. Fox:
High Performance Dataframes from Parallel Processing Patterns. PPAM (1) 2022: 291-304 - [c330]Jeyan Thiyagalingam, Gregor von Laszewski, Junqi Yin, Murali Emani, Juri Papay, Gregg Barrett, Piotr Luszczek, Aristeidis Tsaris, Christine R. Kirkpatrick, Feiyi Wang, Tom Gibbs, Venkatram Vishwanath, Mallikarjun Shankar, Geoffrey C. Fox, Tony Hey:
AI Benchmarking for Science: Efforts from the MLCommons Science Working Group. ISC Workshops 2022: 47-64 - [e17]Hong Shen, Yingpeng Sang, Yong Zhang, Nong Xiao, Hamid R. Arabnia, Geoffrey C. Fox, Ajay Gupta, Manu Malek:
Parallel and Distributed Computing, Applications and Technologies - 22nd International Conference, PDCAT 2021, Guangzhou, China, December 17-19, 2021, Proceedings. Lecture Notes in Computer Science 13148, Springer 2022, ISBN 978-3-030-96771-0 [contents] - [i33]Geoffrey C. Fox, John B. Rundle, Andrea Donnellan, Bo Feng:
Earthquake Nowcasting with Deep Learning. CoRR abs/2201.01869 (2022) - [i32]Bo Feng, Geoffrey C. Fox:
GTrans: Spatiotemporal Autoregressive Transformer with Graph Embeddings for Nowcasting Extreme Events. CoRR abs/2201.06717 (2022) - [i31]Niranda Perera, Supun Kamburugamuve, Chathura Widanage, Vibhatha Abeykoon, Ahmet Uyar, Kaiying Shan, Hasara Maithree, Damitha Lenadora, Thejaka Amila Kanewala, Geoffrey C. Fox:
High Performance Dataframes from Parallel Processing Patterns. CoRR abs/2209.06146 (2022) - [i30]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:
FAIR for AI: An interdisciplinary, international, inclusive, and diverse community building perspective. CoRR abs/2210.08973 (2022) - [i29]Gregor von Laszewski, Jacques Phillipe Fleischer, Geoffrey C. Fox:
Hybrid Reusable Computational Analytics Workflow Management with Cloudmesh. CoRR abs/2210.16941 (2022) - [i28]Kaiying Shan, Niranda Perera, Damitha Lenadora, Tianle Zhong, Arup Kumar Sarker, Supun Kamburugamuve, Thejaka Amíla Kanewela, Chathura Widanage, Geoffrey C. Fox:
Hybrid Cloud and HPC Approach to High-Performance Dataframes. CoRR abs/2212.13732 (2022) - 2021
- [j167]Vibhatha Abeykoon, Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski, Geoffrey C. Fox:
HPTMT Parallel Operators for High Performance Data Science and Data Engineering. Frontiers Big Data 4: 756041 (2021) - [j166]Eleftherios Garyfallidis, Serge Koudoro, Javier Guaje, Marc-Alexandre Côté, Soham Biswas, David Reagan, Nasim Anousheh, Filipi N. Silva, Geoffrey C. Fox, FURY Contributors:
FURY: advanced scientific visualization. J. Open Source Softw. 6(64): 3384 (2021) - [c329]Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Vibhatha Abeykoon, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski, Geoffrey C. Fox:
HPTMT: Operator-Based Architecture for Scalable High-Performance Data-Intensive Frameworks. CLOUD 2021: 228-239 - [c328]Gregor von Laszewski, Anthony Orlowski, Richard H. Otten, Reilly Markowitz, Sunny Gandhi, Adam Chai, Geoffrey C. Fox, Wo L. Chang:
Using Cloudmesh GAS for Speedy Generation of Hybrid Multi-Cloud Auto Generated AI Services. COMPSAC 2021: 144-155 - [c327]Bo Feng, Geoffrey C. Fox:
Spatiotemporal Pattern Mining for Nowcasting Extreme Earthquakes in Southern California. e-Science 2021: 99-107 - [c326]Bo Feng, Qian Lou, Lei Jiang, Geoffrey C. Fox:
CRYPTOGRU: Low Latency Privacy-Preserving Text Analysis With GRU. EMNLP (1) 2021: 2052-2057 - [c325]Yuchen Wang, Mingze Xu, John D. Paden, Lora S. Koenig, Geoffrey C. Fox, David J. Crandall:
Deep Tiered Image Segmentation for Detecting Internal ICE Layers in Radar Imagery. ICME 2021: 1-6 - [c324]Steven Farrell, Murali Emani, Jacob Balma, Lukas Drescher, Aleksandr Drozd, Andreas Fink, Geoffrey C. Fox, David Kanter, Thorsten Kurth, Peter Mattson, Dawei Mu, Amit Ruhela, Kento Sato, Koichi Shirahata, Tsuguchika Tabaru, Aristeidis Tsaris, Jan Balewski, Ben Cumming, Takumi Danjo, Jens Domke, Takaaki Fukai, Naoto Fukumoto, Tatsuya Fukushi, Balazs Gerofi, Takumi Honda, Toshiyuki Imamura, Akihiko Kasagi, Kentaro Kawakami, Shuhei Kudo, Akiyoshi Kuroda, Maxime Martinasso, Satoshi Matsuoka, Henrique Mendonça, Kazuki Minami, Prabhat Ram, Takashi Sawada, Mallikarjun Shankar, Tom St. John, Akihiro Tabuchi, Venkatram Vishwanath, Mohamed Wahib, Masafumi Yamazaki, Junqi Yin:
MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems. MLHPC@SC 2021: 33-45 - [c323]Gregor von Laszewski, Fugang Wang, Geoffrey C. Fox:
Comprehensive Evaluation of XSEDE's Scientific Impact using Semantic Scholar Data. PEARC 2021: 50:1-50:4 - [d1]Eleftherios Garyfallidis, Serge Koudoro, Javier Guaje, Marc-Alexandre Côté, Soham Biswas, David Reagan, Nasim Anousheh, Filipi N. Silva, Geoffrey C. Fox, FURY Contributors:
FURY: advanced scientific visualisation. Zenodo, 2021
- [i27]Javier Quetzalcóatl Toledo-Marín, Geoffrey C. Fox, James P. Sluka, James A. Glazier:
Deep learning approaches to surrogates for solving the diffusion equation for mechanistic real-world simulations. CoRR abs/2102.05527 (2021) - [i26]Pulasthi Wickramasinghe, Geoffrey C. Fox:
Multidimensional Scaling for Gene Sequence Data with Autoencoders. CoRR abs/2104.09014 (2021) - [i25]Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Vibhatha Abeykoon, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski, Geoffrey C. Fox:
HPTMT: Operator-Based Architecture for Scalable High-Performance Data-Intensive Frameworks. CoRR abs/2107.12807 (2021) - [i24]Vibhatha Abeykoon, Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski, Geoffrey C. Fox:
HPTMT Parallel Operators for High Performance Data Science & Data Engineering. CoRR abs/2108.06001 (2021) - [i23]Steven Farrell, Murali Emani, Jacob Balma, Lukas Drescher, Aleksandr Drozd, Andreas Fink, Geoffrey C. Fox, David Kanter, Thorsten Kurth, Peter Mattson, Dawei Mu, Amit Ruhela, Kento Sato, Koichi Shirahata, Tsuguchika Tabaru, Aristeidis Tsaris, Jan Balewski, Ben Cumming, Takumi Danjo, Jens Domke, Takaaki Fukai, Naoto Fukumoto, Tatsuya Fukushi, Balazs Gerofi, Takumi Honda, Toshiyuki Imamura, Akihiko Kasagi, Kentaro Kawakami, Shuhei Kudo, Akiyoshi Kuroda, Maxime Martinasso, Satoshi Matsuoka, Henrique Mendonça, Kazuki Minami, Prabhat Ram, Takashi Sawada, Mallikarjun Shankar, Tom St. John, Akihiro Tabuchi, Venkatram Vishwanath, Mohamed Wahib, Masafumi Yamazaki, Junqi Yin:
MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems. CoRR abs/2110.11466 (2021) - [i22]Jeyan Thiyagalingam, Mallikarjun Shankar, Geoffrey C. Fox, Tony Hey:
Scientific Machine Learning Benchmarks. CoRR abs/2110.12773 (2021) - 2020
- [j165]Supun Kamburugamuve, Kannan Govindarajan, Pulasthi Wickramasinghe, Vibhatha Abeykoon, Geoffrey C. Fox:
Twister2: Design of a big data toolkit. Concurr. Comput. Pract. Exp. 32(3) (2020) - [j164]Mahzad Khoshlessan, Ioannis Paraskevakos, Geoffrey C. Fox, Shantenu Jha, Oliver Beckstein:
Parallel performance of molecular dynamics trajectory analysis. Concurr. Comput. Pract. Exp. 32(19) (2020) - [j163]J. C. S. Kadupitiya, Geoffrey C. Fox, Vikram Jadhao:
Machine learning for parameter auto-tuning in molecular dynamics simulations: Efficient dynamics of ions near polarizable nanoparticles. Int. J. High Perform. Comput. Appl. 34(3) (2020) - [j162]J. C. S. Kadupitiya, Fanbo Sun, Geoffrey C. Fox, Vikram Jadhao:
Machine learning surrogates for molecular dynamics simulations of soft materials. J. Comput. Sci. 42: 101107 (2020) - [j161]Ahmet Fatih Mustacoglu, Ferhat Özgür Çatak, Geoffrey C. Fox:
Password-based encryption approach for securing sensitive data. Secur. Priv. 3(5) (2020) - [j160]Hengjing He, Wei Zhao, Songling Huang, Geoffrey C. Fox, Qing Wang:
Research on the Architecture and its Implementation for Instrumentation and Measurement Cloud. IEEE Trans. Serv. Comput. 13(5): 944-957 (2020) - [c322]Niranda Perera, Vibhatha Abeykoon, Chathura Widanage, Supun Kamburugamuve, Thejaka Amila Kanewala, Pulasthi Wickramasinghe, Ahmet Uyar, Hasara Maithree, Damitha Lenadora, Geoffrey C. Fox:
A Fast, Scalable, Universal Approach For Distributed Data Aggregations. IEEE BigData 2020: 2691-2698 - [c321]SungRyeol Yang, Geoffrey C. Fox, Bokyoon Na:
Taxonomic Classification of Objects with Convolutional Neural Networks. IEEE BigData 2020: 5305-5314 - [c320]Geoffrey C. Fox:
High Performance Computing: From Deep Learning to Data Engineering. IPDPS Workshops 2020: 988 - [c319]Qian Lou, Bo Feng, Geoffrey Charles Fox, Lei Jiang:
Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted Data. NeurIPS 2020 - [c318]Vibhatha Abeykoon, Niranda Perera, Chathura Widanage, Supun Kamburugamuve, Thejaka Amila Kanewala, Hasara Maithree, Pulasthi Wickramasinghe, Ahmet Uyar, Geoffrey C. Fox:
Data Engineering for HPC with Python. PyHPC@SC 2020: 13-21 - [c317]Chathura Widanage, Niranda Perera, Vibhatha Abeykoon, Supun Kamburugamuve, Thejaka Amila Kanewala, Hasara Maithree, Pulasthi Wickramasinghe, Ahmet Uyar, Gurhan Gunduz, Geoffrey C. Fox:
High Performance Data Engineering Everywhere. SMDS 2020: 122-132 - [e16]Wanling Gao, Jianfeng Zhan, Geoffrey C. Fox, Xiaoyi Lu, Dan Stanzione:
Benchmarking, Measuring, and Optimizing - Second BenchCouncil International Symposium, Bench 2019, Denver, CO, USA, November 14-16, 2019, Revised Selected Papers. Lecture Notes in Computer Science 12093, Springer 2020, ISBN 978-3-030-49555-8 [contents] - [i21]J. C. S. Kadupitiya, Geoffrey C. Fox, Vikram Jadhao:
Simulating Molecular Dynamics with Large Timesteps using Recurrent Neural Networks. CoRR abs/2004.06493 (2020) - [i20]Chathura Widanage, Niranda Perera, Vibhatha Abeykoon, Supun Kamburugamuve, Thejaka Amila Kanewala, Hasara Maithree, Pulasthi Wickramasinghe, Ahmet Uyar, Gurhan Gunduz, Geoffrey C. Fox:
High Performance Data Engineering Everywhere. CoRR abs/2007.09589 (2020) - [i19]Yuchen Wang, Mingze Xu, John Paden, Lora Koenig, Geoffrey C. Fox, David J. Crandall:
Deep Tiered Image Segmentation forDetecting Internal Ice Layers in Radar Imagery. CoRR abs/2010.03712 (2020) - [i18]Geoffrey C. Fox, Gregor von Laszewski, Fugang Wang, Saumyadipta Pyne:
AICov: An Integrative Deep Learning Framework for COVID-19 Forecasting with Population Covariates. CoRR abs/2010.03757 (2020) - [i17]Vibhatha Abeykoon, Niranda Perera, Chathura Widanage, Supun Kamburugamuve, Thejaka Amila Kanewala, Hasara Maithree, Pulasthi Wickramasinghe, Ahmet Uyar, Geoffrey C. Fox:
Data Engineering for HPC with Python. CoRR abs/2010.06312 (2020) - [i16]Bo Feng, Qian Lou, Lei Jiang, Geoffrey C. Fox:
CryptoGRU: Low Latency Privacy-Preserving Text Analysis With GRU. CoRR abs/2010.11796 (2020) - [i15]Niranda Perera, Vibhatha Abeykoon, Chathura Widanage, Supun Kamburugamuve, Thejaka Amila Kanewala, Pulasthi Wickramasinghe, Ahmet Uyar, Hasara Maithree, Damitha Lenadora, Geoffrey C. Fox:
A Fast, Scalable, Universal Approach For Distributed Data Reductions. CoRR abs/2010.14596 (2020) - [i14]Bo Feng, Geoffrey C. Fox:
TSEQPREDICTOR: Spatiotemporal Extreme Earthquakes Forecasting for Southern California. CoRR abs/2012.14336 (2020)
2010 – 2019
- 2019
- [j159]Victor Berger, Mingze Xu, Mohanad Al-Ibadi, Shane Chu, David J. Crandall, John Paden, Geoffrey Charles Fox:
Automated Ice-Bottom Tracking of 2D and 3D Ice Radar Imagery Using Viterbi and TRW-S. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(9): 3272-3285 (2019) - [j158]Ching-Hsien Hsu, Geoffrey C. Fox, Geyong Min, Sugam Sharma:
Advances in big data programming, system software and HPC convergence. J. Supercomput. 75(2): 489-493 (2019) - [c316]Hyungro Lee, Geoffrey C. Fox:
Big Data Benchmarks of High-Performance Storage Systems on Commercial Bare Metal Clouds. CLOUD 2019: 1-8 - [c315]Xinyuan Huang, Geoffrey C. Fox, Sergey Serebryakov, Ankur Mohan, Pawel M. Morkisz, Debojyoti Dutta:
Benchmarking Deep Learning for Time Series: Challenges and Directions. IEEE BigData 2019: 5679-5682 - [c314]Vibhatha Lakmal Abeykoon, Geoffrey Charles Fox, Minje Kim:
Performance Optimization on Model Synchronization in Parallel Stochastic Gradient Descent Based SVM. CCGRID 2019: 508-517 - [c313]Shantenu Jha, Geoffrey C. Fox:
Understanding ML Driven HPC: Applications and Infrastructure. eScience 2019: 421-427 - [c312]Geoffrey C. Fox, Shantenu Jha:
Learning Everywhere: A Taxonomy for the Integration of Machine Learning and Simulations. eScience 2019: 439-448 - [c311]Geoffrey C. Fox:
Perspectives on High-Performance Computing in a Big Data World. HPDC 2019: 145 - [c310]J. C. S. Kadupitiya, Geoffrey C. Fox, Vikram Jadhao:
Machine Learning for Performance Enhancement of Molecular Dynamics Simulations. ICCS (2) 2019: 116-130 - [c309]Geoffrey C. Fox, James A. Glazier, J. C. S. Kadupitiya, Vikram Jadhao, Minje Kim, Judy Qiu, James P. Sluka, Endre T. Somogyi, Madhav V. Marathe, Abhijin Adiga, Jiangzhuo Chen, Oliver Beckstein, Shantenu Jha:
Learning Everywhere: Pervasive Machine Learning for Effective High-Performance Computation. IPDPS Workshops 2019: 422-429 - [c308]Vibhatha Abeykoon, Zhengchun Liu, Rajkumar Kettimuthu, Geoffrey C. Fox, Ian T. Foster:
Scientific Image Restoration Anywhere. XLOOP@SC 2019: 8-13 - [i13]Geoffrey C. Fox, James A. Glazier, J. C. S. Kadupitiya, Vikram Jadhao, Minje Kim, Judy Qiu, James P. Sluka, Endre T. Somogyi, Madhav V. Marathe, Abhijin Adiga, Jiangzhuo Chen, Oliver Beckstein, Shantenu Jha:
Learning Everywhere: Pervasive Machine Learning for Effective High-Performance Computation. CoRR abs/1902.10810 (2019) - [i12]Vibhatha Abeykoon, Geoffrey C. Fox, Minje Kim:
Performance Optimization on Model Synchronization in Parallel Stochastic Gradient Descent Based SVM. CoRR abs/1905.01219 (2019) - [i11]Mahzad Khoshlessan, Ioannis Paraskevakos, Geoffrey C. Fox, Shantenu Jha, Oliver Beckstein:
Parallel Performance of Molecular Dynamics Trajectory Analysis. CoRR abs/1907.00097 (2019) - [i10]Geoffrey C. Fox, Shantenu Jha:
Understanding ML driven HPC: Applications and Infrastructure. CoRR abs/1909.02363 (2019) - [i9]Geoffrey C. Fox, Shantenu Jha:
Learning Everywhere: A Taxonomy for the Integration of Machine Learning and Simulations. CoRR abs/1909.13340 (2019) - [i8]Vibhatha Abeykoon, Zhengchun Liu, Rajkumar Kettimuthu, Geoffrey C. Fox, Ian T. Foster:
Scientific Image Restoration Anywhere. CoRR abs/1911.05878 (2019) - [i7]Qian Lou, Bo Feng, Geoffrey C. Fox, Lei Jiang:
Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted Data. CoRR abs/1911.07101 (2019) - 2018
- [j157]Supun Kamburugamuve, Pulasthi Wickramasinghe, Saliya Ekanayake, Geoffrey C. Fox:
Anatomy of machine learning algorithm implementations in MPI, Spark, and Flink. Int. J. High Perform. Comput. Appl. 32(1): 61-73 (2018) - [j156]Mark Asch, Terry Moore, Rosa M. Badia, Micah Beck, Peter H. Beckman, T. Bidot, François Bodin, Franck Cappello, Alok N. Choudhary, Bronis R. de Supinski, Ewa Deelman, Jack J. Dongarra, Anshu Dubey, Geoffrey C. Fox, H. Fu, Sergi Girona, William Gropp, Michael A. Heroux, Yutaka Ishikawa, Katarzyna Keahey, David E. Keyes, Bill Kramer, J.-F. Lavignon, Y. Lu, Satoshi Matsuoka, Bernd Mohr, Daniel A. Reed, S. Requena, Joel H. Saltz, Thomas C. Schulthess, Rick L. Stevens, D. Martin Swany, Alexander S. Szalay, William M. Tang, G. Varoquaux, Jean-Pierre Vilotte, Robert W. Wisniewski, Z. Xu, Igor Zacharov:
Big data and extreme-scale computing. Int. J. High Perform. Comput. Appl. 32(4): 435-479 (2018) - [c307]Supun Kamburugamuve, Pulasthi Wickramasinghe, Kannan Govindarajan, Ahmet Uyar, Gurhan Gunduz, Vibhatha Abeykoon, Geoffrey C. Fox:
Twister: Net - Communication Library for Big Data Processing in HPC and Cloud Environments. IEEE CLOUD 2018: 383-391 - [c306]Hyungro Lee, Kumar Satyam, Geoffrey C. Fox:
Evaluation of Production Serverless Computing Environments. IEEE CLOUD 2018: 442-450 - [c305]Bokyoon Na, Geoffrey C. Fox:
Object Detection by a Super-Resolution Method and a Convolutional Neural Networks. IEEE BigData 2018: 2263-2269 - [c304]Ioannis Paraskevakos, André Luckow, Mahzad Khoshlessan, George Chantzialexiou, Thomas E. Cheatham, Oliver Beckstein, Geoffrey C. Fox, Shantenu Jha:
Task-parallel Analysis of Molecular Dynamics Trajectories. ICPP 2018: 49:1-49:10 - [c303]Hamid Kamangir, Maryam Rahnemoonfar, Dugan Dobbs, John Paden, Geoffrey C. Fox:
Deep Hybrid Wavelet Network for Ice Boundary Detection in Radra Imagery. IGARSS 2018: 3449-3452 - [c302]Victor Berger, Mingze Xu, Shane Chu, David J. Crandall, John Paden, Geoffrey C. Fox:
Automated Tracking of 2D and 3D Ice Radar Imagery Using Viterbi and TRW-S. IGARSS 2018: 4162-4165 - [c301]Geoffrey C. Fox:
HPBDC 2018 Keynote. IPDPS Workshops 2018: 447 - [c300]Mingze Xu, Chenyou Fan, John D. Paden, Geoffrey C. Fox, David J. Crandall:
Multi-task Spatiotemporal Neural Networks for Structured Surface Reconstruction. WACV 2018: 1273-1282 - [c299]Fugang Wang, Gregor von Laszewski, Timothy Whitson, Geoffrey C. Fox, Thomas R. Furlani, Robert L. DeLeon, Steven M. Gallo:
Evaluating the Scientific Impact of XSEDE. PEARC 2018: 10:1-10:8 - [i6]Mingze Xu, Chenyou Fan, John D. Paden, Geoffrey C. Fox, David J. Crandall:
Multi-Task Spatiotemporal Neural Networks for Structured Surface Reconstruction. CoRR abs/1801.03986 (2018) - [i5]Ioannis Paraskevakos, André Luckow, George Chantzialexiou, Mahzad Khoshlessan, Oliver Beckstein, Geoffrey C. Fox, Shantenu Jha:
Task-parallel Analysis of Molecular Dynamics Trajectories. CoRR abs/1801.07630 (2018) - 2017
- [j155]Geoffrey C. Fox:
Java Technologies for Real-Time and Embedded Systems (JTRES2013). Concurr. Comput. Pract. Exp. 29(6) (2017) - [j154]Geoffrey C. Fox:
Special issue on 12th international workshop on Java technologies for real-time and embedded systems (JTRES2014). Concurr. Comput. Pract. Exp. 29(22) (2017) - [j153]Maryam Rahnemoonfar, Geoffrey Charles Fox, Masoud Yari, John Paden:
Automatic Ice Surface and Bottom Boundaries Estimation in Radar Imagery Based on Level-Set Approach. IEEE Trans. Geosci. Remote. Sens. 55(9): 5115-5122 (2017) - [c298]Hyungro Lee, Geoffrey C. Fox:
Efficient Software Defined Systems Using Common Core Components. CLOUD 2017: 407-414 - [c297]Geoffrey C. Fox, Shantenu Jha:
Conceptualizing a Computing Platform for Science Beyond 2020: To Cloudify HPC, or HPCify Clouds? CLOUD 2017: 808-810 - [c296]Mingze Xu, David J. Crandall, Geoffrey C. Fox, John D. Paden:
Automatic estimation of ice bottom surfaces from radar imagery. ICIP 2017: 340-344 - [c295]Mohanad Al-Ibadi, Jordan Sprick, Sravya Athinarapu, Theresa Stumpf, John Paden, Carl Leuschen, Fernando Rodriguez-Morales, Mingze Xu, David J. Crandall, Geoffrey C. Fox, David Burgess, Martin Sharp, Luke Copland, Wesley Van Wychen:
DEM extraction of the basal topography of the Canadian archipelago ICE caps via 2D automated layer-tracker. IGARSS 2017: 965-968 - [c294]Maryam Rahnemoonfar, Amin Abbasi Habashi, John Paden, Geoffrey C. Fox:
Automatic Ice thickness estimation in radar imagery based on charged particles concept. IGARSS 2017: 3743-3746 - [c293]Jangwon Lee, Jingya Wang, David J. Crandall, Selma Sabanovic, Geoffrey C. Fox:
Real-Time, Cloud-Based Object Detection for Unmanned Aerial Vehicles. IRC 2017: 36-43 - [c292]Geoffrey C. Fox:
Components and Rationale of a Big Data Toolkit Spanning HPC, Grid, Edge and Cloud Computing. UCC 2017: 1 - [c291]Supun Kamburugamuve, Karthik Ramasamy, Martin Swany, Geoffrey C. Fox:
Low Latency Stream Processing: Apache Heron with Infiniband & Intel Omni-Path. UCC 2017: 101-110 - [e15]Geoffrey C. Fox:
2017 IEEE 10th International Conference on Cloud Computing (CLOUD), Honolulu, HI, USA, June 25-30, 2017. IEEE Computer Society 2017, ISBN 978-1-5386-1993-3 [contents] - [e14]