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1

Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems

Khairy, Sami, Shaydulin, Ruslan, Cincio, Lukasz, Alexeev, Yuri, Balaprakash, Prasanna

Journal:

Proceedings of the AAAI Conference on Artificial Intelligence

Year:

2020

File:

PDF, 2.23 MB

2020

2

[IEEE 2013 IEEE International Conference on Cluster Computing (CLUSTER) - Indianapolis, IN, USA (2013.09.23-2013.09.27)] 2013 IEEE International Conference on Cluster Computing (CLUSTER) - Active-learning-based surrogate models for empirical performance tuning

Balaprakash, Prasanna, Gramacy, Robert B., Wild, Stefan M.

Year:

2013

Language:

english

File:

PDF, 4.14 MB

english, 2013

3

Aluminum doped ZnO transparent conducting thin films prepared by sol-gel dip coating technique for solar cells and optoelectronic applications

Balaprakash, V., Gowrisankar, P., Sudha, S., Rajkumar, R.

Journal:

Materials Technology

Year:

2018

Language:

english

File:

PDF, 1.75 MB

english, 2018

4

[IEEE 2018 IEEE International Conference on Cluster Computing (CLUSTER) - Belfast (2018.9.10-2018.9.13)] 2018 IEEE International Conference on Cluster Computing (CLUSTER) - Modeling I/O Performance Variability Using Conditional Variational Autoencoders

Madireddy, Sandeep, Balaprakash, Prasanna, Carns, Philip, Latham, Robert, Ross, Robert, Snyder, Shane, Wild, Stefan

Year:

2018

Language:

english

File:

PDF, 159 KB

english, 2018

5

Estimation-based metaheuristics for the probabilistic traveling salesman problem

Prasanna Balaprakash, Mauro Birattari, Thomas Stützle, Marco Dorigo

Journal:

Computers & Operations Research

Year:

2010

Language:

english

File:

PDF, 678 KB

english, 2010

6

Can search algorithms save large-scale automatic performance tuning?

Prasanna Balaprakash, Stefan M. Wild, Paul D. Hovland

Journal:

Procedia Computer Science

Year:

2011

Language:

english

File:

PDF, 464 KB

english, 2011

7

Estimation-based ant colony optimization and local search for the probabilistic traveling salesman problem

Prasanna Balaprakash, Mauro Birattari, Thomas Stützle, Zhi Yuan, Marco Dorigo

Journal:

Swarm Intelligence

Year:

2009

Language:

english

File:

PDF, 520 KB

english, 2009

8

Adaptive sample size and importance sampling in estimation-based local search for the probabilistic traveling salesman problem

Prasanna Balaprakash, Mauro Birattari, Thomas Stützle, Marco Dorigo

Journal:

European Journal of Operational Research

Year:

2009

Language:

english

File:

PDF, 656 KB

english, 2009

9

SPAPT: Search Problems in Automatic Performance Tuning

Balaprakash, Prasanna, Wild, Stefan M., Norris, Boyana

Journal:

Procedia Computer Science

Year:

2012

Language:

english

File:

PDF, 972 KB

english, 2012

10

[IEEE 2013 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) - Austin, TX, USA (2013.04.21-2013.04.23)] 2013 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) - Exascale workload characterization and architecture implications

Balaprakash, Prasanna, Buntinas, Darius, Chan, Anthony, Guha, Apala, Gupta, Rinku, Narayanan, Sri Hari Krishna, Chien, Andrew A., Hovland, Paul, Norris, Boyana

Year:

2013

Language:

english

File:

PDF, 215 KB

english, 2013

11

[IEEE 2012 SC Companion: High Performance Computing, Networking, Storage and Analysis (SCC) - Salt Lake City, UT (2012.11.10-2012.11.16)] 2012 SC Companion: High Performance Computing, Networking Storage and Analysis - Abstract: An Exascale Workload Study

Balaprakash, P., Buntinas, D., Chan, A., Guha, A., Gupta, R., Narayanan, S. H. K., Chien, A. A., Hovland, P., Norris, B.

Year:

2012

Language:

english

File:

PDF, 57 KB

english, 2012

12

[IEEE 2012 SC Companion: High Performance Computing, Networking, Storage and Analysis (SCC) - Salt Lake City, UT (2012.11.10-2012.11.16)] 2012 SC Companion: High Performance Computing, Networking Storage and Analysis - Poster: An Exascale Workload Study

Balaprakash, Prasanna, Buntinas, Darius, Chan, Anthony, Guha, Apala, Gupta, Rinku, Narayanan, Sri Hari Krishna, Chien, Andrew A., Hovland, Paul, Norris, Boyana

Year:

2012

Language:

english

File:

PDF, 1.05 MB

english, 2012

13

Estimation-based metaheuristics for the single vehicle routing problem with stochastic demands and customers

Balaprakash, Prasanna, Birattari, Mauro, Stützle, Thomas, Dorigo, Marco

Journal:

Computational Optimization and Applications

Year:

2015

Language:

english

File:

PDF, 573 KB

english, 2015

14

Estimation-Based Local Search for Stochastic Combinatorial Optimization Using Delta Evaluations: A Case Study on the Probabilistic Traveling Salesman Problem

Birattari, Mauro, Balaprakash, Prasanna, Stützle, Thomas, Dorigo, Marco

Journal:

INFORMS Journal on Computing

Year:

2008

Language:

english

File:

PDF, 2.28 MB

english, 2008

15

[IEEE 2015 44th International Conference on Parallel Processing (ICPP) - Beijing, China (2015.9.1-2015.9.4)] 2015 44th International Conference on Parallel Processing - Generating Efficient Tensor Contractions for GPUs

Nelson, Thomas, Rivera, Axel, Balaprakash, Prasanna, Hall, Mary, Hovland, Paul D., Jessup, Elizabeth, Norris, Boyana

Year:

2015

Language:

english

File:

PDF, 823 KB

english, 2015

16

[IEEE 2014 IEEE International Conference On Cluster Computing (CLUSTER) - Madrid, Spain (2014.9.22-2014.9.26)] 2014 IEEE International Conference on Cluster Computing (CLUSTER) - POSTER: Energy-performance tradeoffs in multilevel checkpoint strategies

Gomez, Leonardo A. Bautista, Balaprakash, Prasanna, Bouguerra, Mohamed-Slim, Wild, Stefan M., Cappello, Franck, Hovland, Paul D.

Year:

2014

Language:

english

File:

PDF, 143 KB

english, 2014

17

[IEEE 2015 IEEE International Conference on Cluster Computing (CLUSTER) - Chicago, IL, USA (2015.9.8-2015.9.11)] 2015 IEEE International Conference on Cluster Computing - Collective I/O Tuning Using Analytical and Machine Learning Models

Isaila, Florin, Balaprakash, Prasanna, Wild, Stefan M., Kimpe, Dries, Latham, Rob, Ross, Rob, Hovland, Paul

Year:

2015

Language:

english

File:

PDF, 750 KB

english, 2015

18

[IEEE 2015 IEEE 23rd Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM) - Vancouver, BC, Canada (2015.5.2-2015.5.6)] 2015 IEEE 23rd Annual International Symposium on Field-Programmable Custom Computing Machines - Autotuning FPGA Design Parameters for Performance and Power

Mametjanov, Azamat, Balaprakash, Prasanna, Choudary, Chekuri, Hovland, Paul D., Wild, Stefan M., Sabin, Gerald

Year:

2015

Language:

english

File:

PDF, 616 KB

english, 2015

19

[IEEE 2016 45th International Conference on Parallel Processing (ICPP) - Philadelphia, PA, USA (2016.8.16-2016.8.19)] 2016 45th International Conference on Parallel Processing (ICPP) - Improving Data Transfer Throughput with Direct Search Optimization

Balaprakash, Prasanna, Morozov, Vitali, Kettimuthu, Rajkumar, Kumaran, Kalyan, Foster, Ian

Year:

2016

Language:

english

File:

PDF, 1.74 MB

english, 2016

20

Novel large scale simulation process to support dot’s cafe modeling system

Moawad, A., Balaprakash, P., Rousseau, A., Wild, S.

Journal:

International Journal of Automotive Technology

Year:

2016

Language:

english

File:

PDF, 2.46 MB

english, 2016

21

[IEEE 2016 16th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid) - Cartagena, Colombia (2016.5.16-2016.5.19)] 2016 16th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid) - Spatial Support Vector Regression to Detect Silent Errors in the Exascale Era

Subasi, Omer, Di, Sheng, Bautista-Gomez, Leonardo, Balaprakash, Prasanna, Unsal, Osman, Labarta, Jesus, Cristal, Adrian, Cappello, Franck

Year:

2016

Language:

english

File:

PDF, 663 KB

english, 2016

22

[ACM Press the Computing Frontiers Conference - Siena, Italy (2017.05.15-2017.05.17)] Proceedings of the Computing Frontiers Conference on ZZZ - CF'17 - Analytical Performance Modeling and Validation of Intel's Xeon Phi Architecture

Chunduri, Sudheer, Balaprakash, Prasanna, Morozov, Vitali, Vishwanath, Venkatram, Kumaran, Kalyan

Year:

2017

Language:

english

File:

PDF, 1.16 MB

english, 2017

23

[ACM Press the 26th International Symposium - Washington, DC, USA (2017.06.26-2017.06.30)] Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing - HPDC '17 - Explaining Wide Area Data Transfer Performance

Liu, Zhengchun, Balaprakash, Prasanna, Kettimuthu, Rajkumar, Foster, Ian

Year:

2017

Language:

english

File:

PDF, 3.93 MB

english, 2017

24

Exploring the Capabilities of Support Vector Machines in Detecting Silent Data Corruptions

Subasi, Omer, Di, Sheng, Bautista-Gomez, Leonardo, Balaprakash, Prasanna, Unsal, Osman, Labarta, Jesus, Cristal, Adrian, Krishnamoorthy, Sriram, Cappello, Franck

Journal:

Sustainable Computing: Informatics and Systems

Year:

2018

Language:

english

File:

PDF, 1.29 MB

english, 2018

25

[IEEE 2017 International Conference on Networking, Architecture, and Storage (NAS) - Shenzhen, China (2017.8.7-2017.8.9)] 2017 International Conference on Networking, Architecture, and Storage (NAS) - Analysis and Correlation of Application I/O Performance and System-Wide I/O Activity

Madireddy, Sandeep, Balaprakash, Prasanna, Carns, Philip, Latham, Robert, Ross, Robert, Snyder, Shane, Wild, Stefan M.

Year:

2017

Language:

english

File:

PDF, 9.25 MB

english, 2017

26

[IEEE 2017 IEEE International Conference on Cluster Computing (CLUSTER) - Honolulu, HI, USA (2017.9.5-2017.9.8)] 2017 IEEE International Conference on Cluster Computing (CLUSTER) - MACORD: Online Adaptive Machine Learning Framework for Silent Error Detection

Subasi, Omer, Di, Sheng, Balaprakash, Prasanna, Unsal, Osman, Labarta, Jesus, Cristal, Adrian, Krishnamoorthy, Sriram, Cappello, Franck

Year:

2017

Language:

english

File:

PDF, 394 KB

english, 2017

27

[IEEE 2016 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) - Chicago, IL, USA (2016.5.23-2016.5.27)] 2016 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) - Exploiting Performance Portability in Search Algorithms for Autotuning

Roy, Amit, Balaprakash, Prasanna, Hovland, Paul D., Wild, Stefan M.

Year:

2016

Language:

english

File:

PDF, 1.77 MB

english, 2016

28

Structural and magnetoresistive properties of electrodeposited thin films for magnetic sensors applications

Raj Kumar, R., Gowrisankar, P., Balaprakash, V., Sudha, S., Manimaran, Ezhil Inban

Journal:

Journal of Materials Science: Materials in Electronics

Year:

2018

Language:

english

File:

PDF, 1.56 MB

english, 2018

29

Preparation and characterization of aluminum doped zinc oxide (AZO) nanorods

Balaprakash, V, Gowrisankar, P, Rajkumar, R, Sudha, S

Journal:

Year:

2018

Language:

english

File:

PDF, 531 KB

english, 2018

30

CANDLE/Supervisor: a workflow framework for machine learning applied to cancer research

Wozniak, Justin M., Jain, Rajeev, Balaprakash, Prasanna, Ozik, Jonathan, Collier, Nicholson T., Bauer, John, Xia, Fangfang, Brettin, Thomas, Stevens, Rick, Mohd-Yusof, Jamaludin, Cardona, Cristina Gar

Journal:

BMC Bioinformatics

Year:

2018

Language:

english

File:

PDF, 1.60 MB

english, 2018

31

[IEEE 2018 IEEE 25th International Conference on High Performance Computing (HiPC) - Bengaluru, India (2018.12.17-2018.12.20)] 2018 IEEE 25th International Conference on High Performance Computing (HiPC) - DeepHyper: Asynchronous Hyperparameter Search for Deep Neural Networks

Balaprakash, Prasanna, Salim, Michael, Uram, Thomas, Vishwanath, Venkat, Wild, Stefan

Year:

2018

Language:

english

File:

PDF, 9 KB

english, 2018

32

[IEEE 2018 IEEE/ACM Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS) - Dallas, TX, USA (2018.11.12-2018.11.12)] 2018 IEEE/ACM Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS) - Benchmarking Machine Learning Methods for Performance Modeling of Scientific Applications

Malakar, Preeti, Balaprakash, Prasanna, Vishwanath, Venkatram, Morozov, Vitali, Kumaran, Kalyan

Year:

2018

Language:

english

File:

PDF, 50 KB

english, 2018

33

[ACM Press the 48th International Conference - Kyoto, Japan (2019.08.05-2019.08.08)] Proceedings of the 48th International Conference on Parallel Processing - ICPP 2019 - Adaptive Learning for Concept Drift in Application Performance Modeling

Madireddy, Sandeep, Balaprakash, Prasanna, Carns, Philip, Latham, Robert, Lockwood, Glenn K., Ross, Robert, Snyder, Shane, Wild, Stefan M.

Year:

2019

Language:

english

File:

PDF, 5.73 MB

english, 2019

34

[ACM Press the 48th International Conference - Kyoto, Japan (2019.08.05-2019.08.08)] Proceedings of the 48th International Conference on Parallel Processing - ICPP 2019 - Adaptive Learning for Concept Drift in Application Performance Modeling

Madireddy, Sandeep, Balaprakash, Prasanna, Carns, Philip, Latham, Robert, Lockwood, Glenn K., Ross, Robert, Snyder, Shane, Wild, Stefan M.

Year:

2019

File:

PDF, 5.73 MB

2019

35

Fast domain-aware neural network emulation of a planetary boundary layer parameterization in a numerical weather forecast model

Wang, Jiali, Balaprakash, Prasanna, Kotamarthi, Rao

Journal:

Geoscientific Model Development Discussions

Year:

2019

Language:

english

File:

PDF, 3.06 MB

english, 2019

36

Preparation and Characterization of Sol-gel Spin Coated Aluminum Doped Zinc Oxide (AZO) Nano Rods

Balaprakash, V., Rajkumar, R., Sudha, S., Gowrisankar, P.

Journal:

Materials Today: Proceedings

Year:

2018

Language:

english

File:

PDF, 662 KB

english, 2018

37

Preparation and Characterization of Sol-gel Spin Coated Aluminum Doped Zinc Oxide (AZO) Nano Rods

Balaprakash, V., Rajkumar, R., Sudha, S., Gowrisankar, P.

Journal:

Materials Today: Proceedings

Year:

2018

File:

PDF, 662 KB

2018

38

[ACM Press the International Conference for High Performance Computing, Networking, Storage and Analysis - Denver, Colorado (2019.11.17-2019.11.19)] Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis on - SC '19 - Scalable reinforcement-learning-based neural architecture search for cancer deep learning research

Balaprakash, Prasanna, Egele, Romain, Salim, Misha, Wild, Stefan, Vishwanath, Venkatram, Xia, Fangfang, Brettin, Tom, Stevens, Rick

Year:

2019

Language:

english

File:

PDF, 3.71 MB

english, 2019

39

[ACM Press the International Conference - Knoxville, TN, USA (2019.07.23-2019.07.25)] Proceedings of the International Conference on Neuromorphic Systems - ICONS '19 - Neuromorphic Acceleration for Approximate Bayesian Inference on Neural Networks via Permanent Dropout

Wycoff, Nathan, Balaprakash, Prasanna, Xia, Fangfang

Year:

2019

File:

PDF, 761 KB

2019

40

Fast domain-aware neural network emulation of a planetary boundary layer parameterization in a numerical weather forecast model

Wang, Jiali, Balaprakash, Prasanna, Kotamarthi, Rao

Journal:

Geoscientific Model Development

Year:

2019

File:

PDF, 2.14 MB

2019

41

[ACM Press the International Conference for High Performance Computing, Networking, Storage and Analysis - Denver, Colorado (2019.11.17-2019.11.19)] Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis on - SC '19 - Scalable reinforcement-learning-based neural architecture search for cancer deep learning research

Balaprakash, Prasanna, Egele, Romain, Salim, Misha, Wild, Stefan, Vishwanath, Venkatram, Xia, Fangfang, Brettin, Tom, Stevens, Rick

Year:

2019

File:

PDF, 3.71 MB

2019

42

[IEEE 2019 IEEE Power & Energy Society General Meeting (PESGM) - Atlanta, GA, USA (2019.8.4-2019.8.8)] 2019 IEEE Power & Energy Society General Meeting (PESGM) - Graph Convolutional Neural Networks for Optimal Load Shedding under Line Contingency

Kim, Cheolmin, Kim, Kibaek, Balaprakash, Prasanna, Anitescu, Mihai

Year:

2019

File:

PDF, 12.51 MB

2019

43

Phase Segmentation in Atom-Probe Tomography Using Deep Learning-Based Edge Detection

Madireddy, Sandeep, Chung, Ding-Wen, Loeffler, Troy, Sankaranarayanan, Subramanian K. R. S., Seidman, David N., Balaprakash, Prasanna, Heinonen, Olle

Journal:

Scientific Reports

Year:

2019

Language:

english

File:

PDF, 1.60 MB

english, 2019

44

[IEEE 2019 IEEE International Conference on Big Data (Big Data) - Los Angeles, CA, USA (2019.12.9-2019.12.12)] 2019 IEEE International Conference on Big Data (Big Data) - Improving Scalability of Parallel CNN Training by Adjusting Mini-Batch Size at Run-Time

Lee, Sunwoo, Kang, Qiao, Madireddy, Sandeep, Balaprakash, Prasanna, Agrawal, Ankit, Choudhary, Alok, Archibald, Richard, Liao, Wei-keng

Year:

2019

Language:

english

File:

PDF, 317 KB

english, 2019

45

Structural, morphological and antibacterial properties of ZnO nanofibers fabricated by electrospinning technique

Thangavel, K., Roshini, T., Balaprakash, V., Gowrisankar, P., Sudha, S., Mohan, Mahitha

Journal:

Materials Today: Proceedings

Year:

2020

File:

PDF, 2.66 MB

2020

46

Structural, morphological and optical properties of nano structured cobalt doped ZnO thin films

Balaprakash, V., Mohan, Mahitha, Gowrisankar, P., Thangavel, K., Sudha, S.

Journal:

Materials Today: Proceedings

Year:

2020

File:

PDF, 1.37 MB

2020

47

Graph-Partitioning-Based Diffusion Convolutional Recurrent Neural Network for Large-Scale Traffic Forecasting

Mallick, Tanwi, Balaprakash, Prasanna, Rask, Eric, Macfarlane, Jane

Journal:

Transportation Research Record Journal of the Transportation Research Board

Year:

2020

File:

PDF, 1.03 MB

2020

48

Time-series learning of latent-space dynamics for reduced-order model closure

Maulik, Romit, Mohan, Arvind, Lusch, Bethany, Madireddy, Sandeep, Balaprakash, Prasanna, Livescu, Daniel

Journal:

Physica D: Nonlinear Phenomena

Year:

2020

File:

PDF, 3.98 MB

2020

49

Neural network representability of fully ionized plasma fluid model closures

Maulik, Romit, Garland, Nathan A., Burby, Joshua W., Tang, Xian-Zhu, Balaprakash, Prasanna

Journal:

Physics of Plasmas

Year:

2020

File:

PDF, 6.99 MB

2020

50

Non-autoregressive time-series methods for stable parametric reduced-order models

Maulik, Romit, Lusch, Bethany, Balaprakash, Prasanna

Journal:

Physics of Fluids

Year:

2020

File:

PDF, 10.23 MB

2020