Data Partitioning on Heterogeneous Multicore and Multi-GPU Systems Using Functional Performance Models of Data-Parallel Applications

2012 IEEE International Conference on Cluster Computing ◽

10.1109/cluster.2012.34 ◽

2012 ◽

Cited By ~ 16

Author(s):

Ziming Zhong ◽

Vladimir Rychkov ◽

Alexey Lastovetsky

Keyword(s):

Functional Performance ◽

Data Partitioning ◽

Parallel Applications ◽

Performance Models ◽

Heterogeneous Multicore ◽

Data Parallel

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

IEEE Access ◽

10.1109/access.2018.2879228 ◽

2018 ◽

Vol 6 ◽

pp. 69075-69106 ◽

Cited By ~ 1

Author(s):

Ravi Reddy Manumachu ◽

Alexey Lastovetsky

Keyword(s):

Data Partitioning ◽

Parallel Applications ◽

Multicore Platforms ◽

Data Parallel ◽

Parallel Data ◽

Partitioning Algorithms ◽

Extreme Scale

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A Novel Data-Partitioning Algorithm for Performance Optimization of Data-Parallel Applications on Heterogeneous HPC Platforms

IEEE Transactions on Parallel and Distributed Systems ◽

10.1109/tpds.2018.2827055 ◽

2018 ◽

Vol 29 (10) ◽

pp. 2176-2190 ◽

Cited By ~ 17

Author(s):

Hamidreza Khaleghzadeh ◽

Ravindranath Reddy Manumachu ◽

Alexey Lastovetsky

Keyword(s):

Performance Optimization ◽

Data Partitioning ◽

Parallel Applications ◽

Data Parallel ◽

Partitioning Algorithm

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

IEEE Access ◽

10.1109/access.2019.2959905 ◽

2020 ◽

Vol 8 ◽

pp. 7861-7876 ◽

Cited By ~ 2

Author(s):

Hamidreza Khaleghzadeh ◽

Ravi Reddy Manumachu ◽

Alexey Lastovetsky

Keyword(s):

Performance Optimization ◽

Data Partitioning ◽

Parallel Applications ◽

Hierarchical Data ◽

Data Parallel ◽

Partitioning Algorithm

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Data Partitioning on Multicore and Multi-GPU Platforms Using Functional Performance Models

IEEE Transactions on Computers ◽

10.1109/tc.2014.2375202 ◽

2015 ◽

Vol 64 (9) ◽

pp. 2506-2518 ◽

Cited By ~ 34

Author(s):

Ziming Zhong ◽

Vladimir Rychkov ◽

Alexey Lastovetsky

Keyword(s):

Functional Performance ◽

Data Partitioning ◽

Performance Models

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Distributed Data Partitioning for Heterogeneous Processors Based on Partial Estimation of Their Functional Performance Models

Lecture Notes in Computer Science - Euro-Par 2009 – Parallel Processing Workshops ◽

10.1007/978-3-642-14122-5_13 ◽

2010 ◽

pp. 91-101 ◽

Cited By ~ 8

Author(s):

Alexey Lastovetsky ◽

Ravi Reddy

Keyword(s):

Functional Performance ◽

Data Partitioning ◽

Distributed Data ◽

Performance Models ◽

Heterogeneous Processors

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Data Partitioning on Heterogeneous Multicore Platforms

2011 IEEE International Conference on Cluster Computing ◽

10.1109/cluster.2011.64 ◽

2011 ◽

Cited By ~ 5

Author(s):

Ziming Zhong ◽

Vladimir Rychkov ◽

Alexey Lastovetsky

Keyword(s):

Data Partitioning ◽

Multicore Platforms ◽

Heterogeneous Multicore

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GreenDPA: Thermal-aware execution of Data Parallel Applications

2015 18th CSI International Symposium on Computer Architecture and Digital Systems (CADS) ◽

10.1109/cads.2015.7377787 ◽

2015 ◽

Author(s):

Bagher Salami ◽

Abdorreza Savadi ◽

Hamid Noori

Keyword(s):

Parallel Applications ◽

Data Parallel

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Modeling the slowdown of data-parallel applications in homogeneous and heterogeneous clusters of workstations

Proceedings Seventh Heterogeneous Computing Workshop (HCW'98) ◽

10.1109/hcw.1998.666548 ◽

2002 ◽

Cited By ~ 1

Author(s):

S.M. Figueira ◽

F. Berman

Keyword(s):

Parallel Applications ◽

Heterogeneous Clusters ◽

Data Parallel

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Column-Based Matrix Partitioning for Parallel Matrix Multiplication on Heterogeneous Processors Based on Functional Performance Models

Euro-Par 2011: Parallel Processing Workshops - Lecture Notes in Computer Science ◽

10.1007/978-3-642-29737-3_50 ◽

2012 ◽

pp. 450-459 ◽

Cited By ~ 19

Author(s):

David Clarke ◽

Alexey Lastovetsky ◽

Vladimir Rychkov

Keyword(s):

Functional Performance ◽

Matrix Multiplication ◽

Performance Models ◽

Heterogeneous Processors ◽

Matrix Partitioning

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Static Mapping with Dynamic Switching of Multiple Data-Parallel Applications on Embedded Many-Core SoCs

IEICE Transactions on Information and Systems ◽

10.1587/transinf.2014edp7012 ◽

2014 ◽

Vol E97.D (11) ◽

pp. 2827-2834 ◽

Cited By ~ 2

Author(s):

Ittetsu TANIGUCHI ◽

Junya KAIDA ◽

Takuji HIEDA ◽

Yuko HARA-AZUMI ◽

Hiroyuki TOMIYAMA

Keyword(s):

Parallel Applications ◽

Data Parallel ◽

Dynamic Switching ◽

Multiple Data ◽

Many Core

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