Efficient and Accurate Selection of Optimal Collective Communication Algorithms Using Analytical Performance Modeling

by Emin Nuriyev, Alexey Lastovetsky
Published 2021-01-01

Towards Optimal Matrix Partitioning for Data Parallel Computing on a Hybrid Heterogeneous Server

by Tania Malik, Alexey Lastovetsky
Published 2021-01-01

Data Partitioning for Multiprocessors with Memory Heterogeneity and Memory Constraints

by Alexey Lastovetsky, Ravi Reddy
Published 2005-01-01

Parallel Data Partitioning Algorithms for Optimization of Data-Parallel Applications on Modern Extreme-Scale Multicore Platforms for Performance and Energy

by Ravi Reddy Manumachu, Alexey Lastovetsky
Published 2018-01-01

Efficient and Reliable Network Tomography in Heterogeneous Networks Using Bittorrent Broadcasts and Clustering Algorithms

by Kiril Dichev, Fergal Reid, Alexey Lastovetsky
Published 2013-01-01

A Hierarchical Data-Partitioning Algorithm for Performance Optimization of Data-Parallel Applications on Heterogeneous Multi-Accelerator NUMA Nodes

by Hamidreza Khaleghzadeh, Ravi Reddy Manumachu, Alexey Lastovetsky
Published 2020-01-01

Performance Optimization of Multithreaded 2D Fast Fourier Transform on Multicore Processors Using Load Imbalancing Parallel Computing Method

by Semyon Khokhriakov, Ravi Reddy Manumachu, Alexey Lastovetsky
Published 2018-01-01

A Novel Statistical Learning-Based Methodology for Measuring the Goodness of Energy Profiles of Applications Executing on Multicore Computing Platforms

by Muhammad Fahad, Arsalan Shahid, Ravi Reddy Manumachu, Alexey Lastovetsky
Published 2020-08-01

A Comparative Study of Methods for Measurement of Energy of Computing

by Muhammad Fahad, Arsalan Shahid, Ravi Reddy Manumachu, Alexey Lastovetsky
Published 2019-06-01

A Comparative Study of Techniques for Energy Predictive Modeling Using Performance Monitoring Counters on Modern Multicore CPUs

by Arsalan Shahid, Muhammad Fahad, Ravi Reddy Manumachu, Alexey Lastovetsky
Published 2020-01-01

Energy Predictive Models of Computing: Theory, Practical Implications and Experimental Analysis on Multicore Processors

by Arsalan Shahid, Muhammad Fahad, Ravi Reddy Manumachu, Alexey Lastovetsky
Published 2021-01-01

Accurate Energy Modelling of Hybrid Parallel Applications on Modern Heterogeneous Computing Platforms Using System-Level Measurements

by Muhammad Fahad, Arsalan Shahid, Ravi Reddy Manumachu, Alexey Lastovetsky
Published 2020-01-01