Class information for:
Level 1: MAPREDUCE//HADOOP//DATA INTENSIVE COMPUTING

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
15336 718 31.2 31%


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
2543 2             CLOUD COMPUTING//DATA CENTER//MAPREDUCE 3747
15336 1                   MAPREDUCE//HADOOP//DATA INTENSIVE COMPUTING 718

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 MAPREDUCE authKW 2745637 27% 34% 191
2 HADOOP authKW 1165369 11% 35% 78
3 DATA INTENSIVE COMPUTING authKW 289872 3% 31% 22
4 HDFS authKW 239196 2% 38% 15
5 CLOUD COMPUTING authKW 207651 17% 4% 119
6 BIG DATA COMPUTING authKW 170104 1% 67% 6
7 BIG DATA authKW 153444 11% 5% 79
8 HADOOP SYSTEM authKW 127581 0% 100% 3
9 JOB COMPLETION RELIABILITY authKW 127581 0% 100% 3
10 JOB ENERGY CONSUMPTION authKW 127581 0% 100% 3

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 17254 43% 0% 306
2 Computer Science, Information Systems 11247 33% 0% 234
3 Computer Science, Software Engineering 9200 26% 0% 189
4 Computer Science, Hardware & Architecture 8144 19% 0% 137
5 Telecommunications 1706 13% 0% 96
6 Engineering, Electrical & Electronic 759 21% 0% 150
7 Computer Science, Interdisciplinary Applications 624 8% 0% 61
8 Computer Science, Artificial Intelligence 326 6% 0% 44
9 Engineering, General 89 3% 0% 23
10 Medical Informatics 44 1% 0% 8

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 PERVAS TECHNOL 117376 2% 20% 14
2 CNRS INRIA REGAL 85054 0% 100% 2
3 SERV ORIENTED CYBERINFRASTRUCT 85054 0% 100% 2
4 NDSU CIIT GREEN COMP COMMUN 75599 1% 44% 4
5 STEINBUCH COMP 71187 2% 14% 12
6 EQUIPE SYSCOM 56701 0% 67% 2
7 GRID CLOUD COMP 56701 0% 67% 2
8 ADV MOBILE SOLUT 42527 0% 100% 1
9 ADV MULTICORE 42527 0% 100% 1
10 AEROSP ELECT INFORMAT TECHNOL 42527 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 CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS 88670 5% 5% 38
2 FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE 44536 7% 2% 47
3 CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE 19171 4% 1% 31
4 JOURNAL OF SUPERCOMPUTING 16797 4% 1% 29
5 IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS 9969 4% 1% 29
6 JOURNAL OF GRID COMPUTING 9740 1% 3% 8
7 JOURNAL OF INTERNET TECHNOLOGY 9013 2% 2% 14
8 VLDB JOURNAL 4621 1% 1% 8
9 BIG DATA 4497 0% 4% 3
10 SCIENTIFIC PROGRAMMING 3546 1% 2% 5

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 MAPREDUCE 2745637 27% 34% 191 Search MAPREDUCE Search MAPREDUCE
2 HADOOP 1165369 11% 35% 78 Search HADOOP Search HADOOP
3 DATA INTENSIVE COMPUTING 289872 3% 31% 22 Search DATA+INTENSIVE+COMPUTING Search DATA+INTENSIVE+COMPUTING
4 HDFS 239196 2% 38% 15 Search HDFS Search HDFS
5 CLOUD COMPUTING 207651 17% 4% 119 Search CLOUD+COMPUTING Search CLOUD+COMPUTING
6 BIG DATA COMPUTING 170104 1% 67% 6 Search BIG+DATA+COMPUTING Search BIG+DATA+COMPUTING
7 BIG DATA 153444 11% 5% 79 Search BIG+DATA Search BIG+DATA
8 HADOOP SYSTEM 127581 0% 100% 3 Search HADOOP+SYSTEM Search HADOOP+SYSTEM
9 JOB COMPLETION RELIABILITY 127581 0% 100% 3 Search JOB+COMPLETION+RELIABILITY Search JOB+COMPLETION+RELIABILITY
10 JOB ENERGY CONSUMPTION 127581 0% 100% 3 Search JOB+ENERGY+CONSUMPTION Search JOB+ENERGY+CONSUMPTION

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 LI, R , HU, HB , LI, H , WU, YS , YANG, JX , (2016) MAPREDUCE PARALLEL PROGRAMMING MODEL: A STATE-OF-THE-ART SURVEY.INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING. VOL. 44. ISSUE 4. P. 832 -866 20 83% 0
2 STREIT, A , ZHAO, JQ , TAO, J , (2016) ENABLING COLLABORATIVE MAPREDUCE ON THE CLOUD WITH A SINGLE-SIGN-ON MECHANISM.COMPUTING. VOL. 98. ISSUE 1-2. P. 55 -72 15 88% 1
3 ZHAO, JQ , WANG, LZ , TAO, J , CHEN, JJ , SUN, WY , RANJAN, R , KOLODZIEJ, J , STREIT, A , GEORGAKOPOULOS, D , (2014) A SECURITY FRAMEWORK IN G-HADOOP FOR BIG DATA COMPUTING ACROSS DISTRIBUTED CLOUD DATA CENTRES.JOURNAL OF COMPUTER AND SYSTEM SCIENCES. VOL. 80. ISSUE 5. P. 994-1007 12 86% 23
4 WANG, LZ , TAO, J , RANJAN, R , MARTEN, H , STREIT, A , CHEN, JY , CHEN, D , (2013) G-HADOOP: MAPREDUCE ACROSS DISTRIBUTED DATA CENTERS FOR DATA-INTENSIVE COMPUTING.FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE. VOL. 29. ISSUE 3. P. 739 -750 9 90% 98
5 DOULKERIDIS, C , NORVAG, K , (2014) A SURVEY OF LARGE-SCALE ANALYTICAL QUERY PROCESSING IN MAPREDUCE.VLDB JOURNAL. VOL. 23. ISSUE 3. P. 355-380 10 91% 36
6 HASHEM, IAT , ANUAR, NB , GANI, A , YAQOOB, I , XIA, F , KHAN, SU , (2016) MAPREDUCE: REVIEW AND OPEN CHALLENGES.SCIENTOMETRICS. VOL. 109. ISSUE 1. P. 389 -422 21 51% 0
7 ZHANG, YQ , CAO, T , LI, SG , TIAN, XH , YUAN, L , JIA, HP , VASILAKOS, AV , (2016) PARALLEL PROCESSING SYSTEMS FOR BIG DATA: A SURVEY.PROCEEDINGS OF THE IEEE. VOL. 104. ISSUE 11. P. 2114 -2136 12 86% 0
8 CHEN, D , WANG, LZ , WU, XM , CHEN, JY , KHAN, SU , KOLODZIEJ, J , TIAN, MW , HUANG, F , LIU, WY , (2013) HYBRID MODELLING AND SIMULATION OF HUGE CROWD OVER A HIERARCHICAL GRID ARCHITECTURE.FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE. VOL. 29. ISSUE 5. P. 1309-1317 14 70% 18
9 YANG, CT , SHIH, WC , HUANG, CL , JIANG, FC , CHU, WCC , (2016) ON CONSTRUCTION OF A DISTRIBUTED DATA STORAGE SYSTEM IN CLOUD.COMPUTING. VOL. 98. ISSUE 1-2. P. 93 -118 11 85% 0
10 YU, T , DOU, MG , ZHU, M , (2015) A DATA PARALLEL APPROACH TO MODELLING AND SIMULATION OF LARGE CROWD.CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS. VOL. 18. ISSUE 3. P. 1307 -1316 14 61% 1

Classes with closest relation at Level 1


Rank Class id link
1 37282 BITMAP INDEX//TRAFFIC ARCHIVAL//BITMAP COMPRESSION
2 27630 CONTINUOUS AUDITING//CONTINUOUS ASSURANCE//INFORMATION AS A SERVICE
3 2697 CLOUD COMPUTING//MOBILE CLOUD COMPUTING//VIRTUALIZATION
4 32942 ARRAY MANIPULATION LANGUAGE//MULTI FACE HIGH SPEED MACHINING//PHOTO ACTIVATED ADHESIVE WORK HOLDING
5 33708 COMP CREAT TECHNOL ENGN//CLOUD COMPUTING ADOPTION FRAMEWORK CCAF//CLOUD COMPUTING BUSINESS FRAMEWORK CCBF
6 1395 GRID COMPUTING//JOURNAL OF GRID COMPUTING//WORKFLOW SCHEDULING
7 7898 NETWORK VIRTUALIZATION//SOFTWARE DEFINED NETWORKING//DATA CENTER NETWORKS
8 30413 WSRF//DATA MINING GRID//DMET TM
9 37501 COMBINATION TECHNIQUE//TWO SCALE DISCRETIZATION//SPARSE GRIDS
10 18526 CLOUD STORAGE//PROVABLE DATA POSSESSION//PUBLIC AUDITING

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