Research outputs per year
Research outputs per year
- 16 results
Search results
-
2023
Acceleration of bi-objective optimization of data-parallel applications for performance and energy on heterogeneous hybrid platforms
Manumachu, R. R., Khaleghzadeh, H. & Lastovetsky, A., 17 Mar 2023, In: IEEE Access. 11, p. 27226-27245 20 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile59 Downloads (Pure) -
2022
A novel algorithm for bi-objective performance-energy optimization of applications with continuous performance and linear energy profiles on heterogeneous HPC platforms
Khaleghzadeh, H., Manumachu, R. R. & Lastovetsky, A., 9 Jun 2022, Euro-Par 2021: Parallel Processing Workshops: Euro-Par 2021 International Workshops, Lisbon, Portugal, August 30-31, 2021, Revised Selected Papers. Chaves, R., Heras, D. B., Ilic, A., Unat, D., Badia, R. M., Bracciali, A., Diehl, P., Dubey, A., Sangyoon, O., Scott, S. L. & Ricci, L. (eds.). Springer, p. 166-178 13 p. (Lecture Notes in Computer Science; vol. 13098).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile70 Downloads (Pure) -
Efficient exact algorithms for continuous bi-objective performance-energy optimization of applications with linear energy and monotonically increasing performance profiles on heterogeneous high performance computing platforms
Khaleghzadeh, H., Reddy Manumachu, R. & Lastovetsky, A., 2 Sept 2022, (Early online) In: Concurrency and Computation: Practice and Experience.Research output: Contribution to journal › Article › peer-review
Open AccessFile50 Downloads (Pure) -
Loan default prediction using spark machine learning algorithms
Muhammad Uwais, A. & Khaleghzadeh, H., 10 Mar 2022, Artificial Intelligence and Cognitive Science 2021: 29th Irish Conference on Artificial Intelligence and Cognitive Science (AICS). Pakrashi, A., Rushe, E., Hossein Zadeh Bazargani, M. & Mac Namee, B. (eds.). CEUR Workshop Proceedings, p. 118-129 12 p. 30. (CEUR Workshop Proceedings; vol. 3105).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile108 Downloads (Pure) -
2021
FOCT: Fast Overlapping Clustering for Textual data
Khazaei, A., Khaleghzadeh, H. & Ghasemzadeh, M., 3 Dec 2021, In: IEEE Access. 9, p. 157670-157680 11 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile70 Downloads (Pure) -
2020
A novel data partitioning algorithm for dynamic energy optimization on heterogeneous high-performance computing platforms
Khaleghzadeh, H., Fahad, M., Manumachu, R. R. & Lastovetsky, A., 10 Nov 2020, In: Concurrency and Computation: Practice and Experience. 32, 21, 18 p., e5928.Research output: Contribution to journal › Article › peer-review
Open Access -
Bi-objective optimization of data-parallel applications on heterogeneous HPC platforms for performance and energy through workload distribution
Khaleghzadeh, H., Fahad, M., Shahid, A., Manumachu, R. R. & Lastovetsky, A., 28 Sept 2020, In: IEEE Transactions on Parallel and Distributed Systems. 32, 3, p. 543-560Research output: Contribution to journal › Article › peer-review
Open Access -
Optimization of data-parallel applications on heterogeneous HPC platforms for dynamic energy through workload distribution
Khaleghzadeh, H., Fahad, M., Manumachu, R. R. & Lastovetsky, A., 29 May 2020, Euro-Par 2019: Parallel Processing Workshops: Euro-Par 2019 International Workshops, Göttingen, Germany, August 26–30, 2019, Revised Selected Papers. Schwardmann, U., Boehme, C., Heras, D. B., Cardellini, V., Jeannot, E., Salis, A., Schifanella, C., Manumachu, R. R., Schwamborn, D., Ricci, L., Sangyoon, O., Gruber, T., Antonelli, L. & Scott, S. L. (eds.). Springer, p. 320-332 (Lecture Notes in Computer Science; vol. 11997).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
2019
A hierarchical data-partitioning algorithm for performance optimization of data-parallel applications on heterogeneous multi-accelerator NUMA nodes
Khaleghzadeh, H., Manumachu, R. R. & Lastovetsky, A., 16 Dec 2019, In: IEEE Access. 8, p. 7861-7876Research output: Contribution to journal › Article › peer-review
Open AccessFile37 Downloads (Pure) -
How pre-multicore methods and algorithms perform in multicore era
Lastovetsky, A., Fahad, M., Khaleghzadeh, H., Khokhriakov, S., Manumachu, R. R., Shahid, A., Szustak, L. & Wyrzykowski, R., 25 Jan 2019, High Performance Computing: ISC High Performance 2018 International Workshops, Frankfurt/Main, Germany, June 28, 2018, Revised Selected Papers. Yokota, R., Weiland, M., Shalf, J. & Alam, S. (eds.). Springer, p. 527-539 (Lecture Notes in Computer Science; vol. 11203).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
SummaGen: parallel matrix-matrix multiplication based on non-rectangular partitions for heterogeneous HPC platforms
Patton, S., Khaleghzadeh, H., Manumachu, R. R. & Lastovetsky, A., 29 Jul 2019, 2019 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW). Institute of Electrical and Electronics Engineers Inc., p. 57-68Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
2018
A novel data-partitioning algorithm for performance optimization of data-parallel applications on heterogeneous HPC platforms
Khaleghzadeh, H., Manumachu, R. R. & Lastovetsky, A., 16 Apr 2018, In: IEEE Transactions on Parallel and Distributed Systems. 29, 10, p. 2176-2190Research output: Contribution to journal › Article › peer-review
Open Access -
Hierarchical multicore thread mapping via estimation of remote communication
Khaleghzadeh, H., Deldari, H., Manumachu, R. R. & Lastovetsky, A., Mar 2018, In: The Journal of Supercomputing. 74, 3, p. 1321-1340Research output: Contribution to journal › Article › peer-review
Open Access -
Out-of-core implementation for accelerator kernels on heterogeneous clouds
Khaleghzadeh, H., Zhong, Z., Manumachu, R. R. & Lastovetsky, A., Feb 2018, In: The Journal of Supercomputing. 74, 2, p. 551-568Research output: Contribution to journal › Article › peer-review
Open Access -
2011
Affinity and coherency aware multi-core scheduling
Khaleghzadeh, H. & Deldari, H., 13 Dec 2011, Innovative Computing Technology: First International Conference, INCT 2011, Tehran, Iran, December 13-15, 2011. Proceedings. Pichappan, P., Ahmadi, H. & Ariwa, E. (eds.). Springer, p. 201-215 (Communications in Computer and Information Science; vol. 241).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
A program phase detection method based on architectural signature for multicore processors
Khaleghzadeh, H. & Deldari, H., 15 Aug 2011, 2011 International Symposium on Performance Evaluation of Computer & Telecommunication Systems. Institute of Electrical and Electronics Engineers Inc., p. 46-53Research output: Chapter in Book/Report/Conference proceeding › Conference contribution