Class information for:
Level 1: GPU//CUDA//GPGPU

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
12271 918 28.3 37%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
20 3       COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, SOFTWARE ENGINEERING 118625
525 2             COMPUTER SCIENCE, THEORY & METHODS//GRID COMPUTING//PARALLEL COMPUTING 14974
12271 1                   GPU//CUDA//GPGPU 918

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 GPU authKW 879410 22% 13% 203
2 CUDA authKW 819411 16% 17% 146
3 GPGPU authKW 582805 9% 20% 86
4 SPARSE MATRIX VECTOR MULTIPLICATION authKW 577304 3% 64% 27
5 OPENCL authKW 380466 5% 25% 45
6 GPU COMPUTING authKW 372153 6% 21% 53
7 SPMV authKW 311815 2% 63% 15
8 MULTIPLE GPUS authKW 118788 1% 71% 5
9 SPARSE MATRIX MATRIX MULTIPLICATION authKW 118788 1% 71% 5
10 OPENACC authKW 103610 1% 35% 9

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Computer Science, Theory & Methods 20018 41% 0% 373
2 Computer Science, Hardware & Architecture 13492 22% 0% 199
3 Computer Science, Software Engineering 8574 23% 0% 207
4 Computer Science, Interdisciplinary Applications 3672 17% 0% 160
5 Engineering, Electrical & Electronic 2170 30% 0% 273
6 Physics, Mathematical 379 6% 0% 58
7 Telecommunications 242 5% 0% 45
8 Mathematics, Interdisciplinary Applications 229 4% 0% 37
9 Computer Science, Information Systems 172 4% 0% 38
10 Engineering, General 110 3% 0% 29

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 COMP ARCHITECTURE GRP GAC 74837 0% 75% 3
2 CUDA COMPUTAT ELE OMAGNET 66523 0% 100% 2
3 ELECT COMP SCI DPT 66523 0% 100% 2
4 WIRELESS COMMUN ENGN WICOMM EXCELLENCE 66523 0% 100% 2
5 SCI DATA GRP 44347 0% 67% 2
6 THEORET COMPUTAT FLUID DYNAM 44347 0% 67% 2
7 720F 33261 0% 100% 1
8 AMEP ECON 33261 0% 100% 1
9 ANGEW MATH LS3 33261 0% 100% 1
10 ANGEW MATH NUMER 33261 0% 100% 1

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS 59025 3% 6% 31
2 JOURNAL OF SUPERCOMPUTING 45602 6% 3% 54
3 CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE 35969 5% 2% 48
4 ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION 22167 2% 4% 17
5 PARALLEL COMPUTING 19618 4% 2% 38
6 IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS 18794 5% 1% 45
7 ACM SIGPLAN NOTICES 18541 6% 1% 52
8 JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING 14405 4% 1% 37
9 INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING 7914 1% 2% 13
10 SCIENTIFIC PROGRAMMING 7104 1% 3% 8

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 GPU 879410 22% 13% 203 Search GPU Search GPU
2 CUDA 819411 16% 17% 146 Search CUDA Search CUDA
3 GPGPU 582805 9% 20% 86 Search GPGPU Search GPGPU
4 SPARSE MATRIX VECTOR MULTIPLICATION 577304 3% 64% 27 Search SPARSE+MATRIX+VECTOR+MULTIPLICATION Search SPARSE+MATRIX+VECTOR+MULTIPLICATION
5 OPENCL 380466 5% 25% 45 Search OPENCL Search OPENCL
6 GPU COMPUTING 372153 6% 21% 53 Search GPU+COMPUTING Search GPU+COMPUTING
7 SPMV 311815 2% 63% 15 Search SPMV Search SPMV
8 MULTIPLE GPUS 118788 1% 71% 5 Search MULTIPLE+GPUS Search MULTIPLE+GPUS
9 SPARSE MATRIX MATRIX MULTIPLICATION 118788 1% 71% 5 Search SPARSE+MATRIX+MATRIX+MULTIPLICATION Search SPARSE+MATRIX+MATRIX+MULTIPLICATION
10 OPENACC 103610 1% 35% 9 Search OPENACC Search OPENACC

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 TVRDIK, P , LANGR, D , (2016) EVALUATION CRITERIA FOR SPARSE MATRIX STORAGE FORMATS.IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS. VOL. 27. ISSUE 2. P. 428 -440 15 83% 9
2 MENG, HT , NIE, BL , WONG, S , MACON, C , JIN, JM , (2014) GPU ACCELERATED FINITE-ELEMENT COMPUTATION FOR ELECTROMAGNETIC ANALYSIS.IEEE ANTENNAS AND PROPAGATION MAGAZINE. VOL. 56. ISSUE 2. P. 39 -62 19 70% 4
3 BANAS, K , KRUZEL, F , BIELANSKI, J , (2016) FINITE ELEMENT NUMERICAL INTEGRATION FOR FIRST ORDER APPROXIMATIONS ON MULTI- AND MANY-CORE ARCHITECTURES.COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING. VOL. 305. ISSUE . P. 827 -848 17 77% 0
4 YANG, WD , LI, KL , MO, ZY , LI, KQ , (2015) PERFORMANCE OPTIMIZATION USING PARTITIONED SPMV ON GPUS AND MULTICORE CPUS.IEEE TRANSACTIONS ON COMPUTERS. VOL. 64. ISSUE 9. P. 2623 -2636 14 78% 3
5 NIEMEYER, KE , SUNG, CJ , (2014) RECENT PROGRESS AND CHALLENGES IN EXPLOITING GRAPHICS PROCESSORS IN COMPUTATIONAL FLUID DYNAMICS.JOURNAL OF SUPERCOMPUTING. VOL. 67. ISSUE 2. P. 528-564 25 40% 9
6 GAO, JQ , QI, PP , HE, GX , (2016) EFFICIENT CSR-BASED SPARSE MATRIX-VECTOR MULTIPLICATION ON GPU.MATHEMATICAL PROBLEMS IN ENGINEERING. VOL. . ISSUE . P. - 12 86% 0
7 LI, KL , YANG, WD , LI, KQ , (2015) PERFORMANCE ANALYSIS AND OPTIMIZATION FOR SPMV ON GPU USING PROBABILISTIC MODELING.IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS. VOL. 26. ISSUE 1. P. 196 -205 11 79% 11
8 LIU, WF , VINTER, B , (2015) SPECULATIVE SEGMENTED SUM FOR SPARSE MATRIX-VECTOR MULTIPLICATION ON HETEROGENEOUS PROCESSORS.PARALLEL COMPUTING. VOL. 49. ISSUE . P. 179 -193 11 92% 1
9 WONG, J , KUHL, E , DARVE, E , (2015) A NEW SPARSE MATRIX VECTOR MULTIPLICATION GRAPHICS PROCESSING UNIT ALGORITHM DESIGNED FOR FINITE ELEMENT PROBLEMS.INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING. VOL. 102. ISSUE 12. P. 1784 -1814 15 65% 1
10 FU, ZS , LEWIS, TJ , KIRBY, RM , WHITAKER, RT , (2014) ARCHITECTING THE FINITE ELEMENT METHOD PIPELINE FOR THE GPU.JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS. VOL. 257. ISSUE . P. 195 -211 13 65% 18

Classes with closest relation at Level 1


Rank Class id link
1 11466 DENSE LINEAR ALGEBRA//LEVEL 3 BLAS//BLAS
2 16084 WORK STEALING//NESTED PARALLELISM//TASK PARALLELISM
3 14669 PARALLEL MEMORY//SUBWORD PARALLELISM//STORAGE SCHEMES
4 21454 RADIATION DIFFUSION//NEWTON KRYLOV//NEWTON KRYLOV METHODS
5 28607 MPI I O PROCESS//STAMPI//NETWORK BASED COMP
6 31205 MAIN MEMORY SYSTEMS//DRAM SYSTEMS//ACCESS LATENCY IMPROVEMENT
7 4952 PARALLELIZING COMPILERS//LOOP TRANSFORMATIONS//AUTOMATIC PARALLELIZATION
8 26059 CYCLIC DISTRIBUTION//INCOMPRESSIBLE THREE DIMENSIONAL FLUID FLOW//PARALLEL FAST FOURIER TRANSFORM
9 4186 BRANCH PREDICTION//THREAD LEVEL SPECULATION//ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION
10 10839 INCOMPLETE FACTORIZATION//SPARSE LINEAR SYSTEMS//SPARSE APPROXIMATE INVERSE

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