NDLI: Potential of General Purpose Graphic Processing Unit for Energy Management System

Content Provider	IEEE Xplore Digital Library
Author	Tournier, J. Donde, V. Zhao Li
Copyright Year	2011
Abstract	This paper investigates the potential of General Purpose Graphic Processing Unit (GPGPU) for the serve rand HMI parts of Energy Management System (EMS). TheHMI investigation focuses on the applicability and performance improvement of GPGPU for scattered data interpolation algorithms typically used to visually represent the overall state of a power network. The server side investigation focuses onfine grain parallelization of EMS applications by targeting the sparse linear solver. The different performance evaluations show the high potential of GPGPU for the HMI part with a speedup factor up to 100 at the cost of acceptable approximations, while the benefit on the server side varies from a speedup factor of up to 300 to 0 depending on the application.
Starting Page	50
Ending Page	55
File Size	336477
Page Count	6
File Format	PDF
ISBN	9781457700781
DOI	10.1109/PARELEC.2011.37
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-04-03
Publisher Place	United Kingdom
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Jacobian matrices Graphics processing unit Iterative methods Medical services Servers Interpolation Sparse matrices Scattered Data Interpolation Algorithm General Purpose Graphic Processing Unit Energy Management System Sparse Linear Solvers
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Iterative Methods for Sparse Linear Systems on Graphics Processing Unit

Leveraging Data-Parallelism in ILUPACK using Graphics Processors

FFT-based solvers for the EFIE on graphics processors

Optimizing Algorithm of Sparse Linear Systems on GPU

Parallel Iterative Linear Solvers on GPU: A Financial Engineering Case

Analysis and optimization of power consumption in the iterative solution of sparse linear systems on multi-core and many-core platforms

Preconditioned iterative linear solvers for unstructured grids on the Earth simulator

Fast sparse matrix-vector multiplication on graphics processing unit for finite element analysis

Parallel power flow solutions using a biconjugate gradient algorithm and a Newton method: A GPU-based approach

Potential of General Purpose Graphic Processing Unit for Energy Management System

Similar Documents

Iterative Methods for Sparse Linear Systems on Graphics Processing Unit

Leveraging Data-Parallelism in ILUPACK using Graphics Processors

FFT-based solvers for the EFIE on graphics processors

Optimizing Algorithm of Sparse Linear Systems on GPU

Parallel Iterative Linear Solvers on GPU: A Financial Engineering Case

Analysis and optimization of power consumption in the iterative solution of sparse linear systems on multi-core and many-core platforms

Preconditioned iterative linear solvers for unstructured grids on the Earth simulator

Fast sparse matrix-vector multiplication on graphics processing unit for finite element analysis

Parallel power flow solutions using a biconjugate gradient algorithm and a Newton method: A GPU-based approach

Potential of General Purpose Graphic Processing Unit for Energy Management System