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http://hdl.handle.net/10609/11886
Title: Exploring Cross-layer power management for PGAS applications on the SCC platform
Author: Gamell Balmanya, Marc
Director: Rodero Castro, Ivan
Others: Universitat Oberta de Catalunya
Keywords: PGAS;Many-core;Intel;SCC;Unified Parallel C;PGAS;PGAS;Many-core;Many-core;Intel;Intel;SCC;SCC;Unified Parallel C;Unified Parallel C
Issue Date: Jan-2012
Publisher: Universitat Oberta de Catalunya
Abstract: Technological limitations and power constraints are resulting in high-performance parallel computing architectures that are based on large numbers of high-core-count processors. Commercially available processors are now at 8 and 16 cores and experimental platforms, such as the many-core Intel Single-chip Cloud Computer (SCC) platform, provide much higher core counts. These trends are presenting new sets of challenges to HPC applications including programming complexity and the need for extreme energy efficiency. In this work, we first investigate the power behavior of scientific PGAS application kernels on the SCC platform, and explore opportunities and challenges for power management within the PGAS framework. Results obtained via empirical evaluation of Unified Parallel C (UPC) applications on the SCC platform under different constraints, show that, for specific operations, the potential for energy savings in PGAS is large; and power/performance trade-offs can be effectively managed using a cross-layer approach. We investigate cross-layer power management using PGAS language extensions and runtime mechanisms that manipulate power/performance tradeoffs. Specifically, we present the design, implementation and evaluation of such a middleware for application-aware cross-layer power management of UPC applications on the SCC platform. Finally, based on our observations, we provide a set of recommendations and insights that can be used to support similar power management for PGAS applications on other many-core platforms.
Language: English
URI: http://hdl.handle.net/10609/11886
Appears in Collections:Bachelor thesis, research projects, etc.

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