Class information for:
Level 1: MAPREDUCE//LARGE SCALE DATA PROCESSING//ARRAY DATABASES

Basic class information

ID Publications Average number
of references
Avg. shr. active
ref. in WoS
20275 405 28.8 25%



Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)



ID, lev.
above
Publications Label for level above
1324 7954 FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING AND ESCIENCE//JOURNAL OF GRID COMPUTING//GRID COMPUTING

Terms with highest relevance score



Rank Term Type of term Relevance score
(tfidf)
Class's shr.
of term's tot.
occurrences
Shr. of publ.
in class containing
term
Num. of
publ. in
class
1 MAPREDUCE Author keyword 10 10% 23% 94
2 LARGE SCALE DATA PROCESSING Author keyword 2 44% 1% 4
3 ARRAY DATABASES Author keyword 2 67% 0% 2
4 GRID CLOUD COMP Address 2 67% 0% 2
5 JOB ENERGY CONSUMPTION Author keyword 2 67% 0% 2
6 KEY VALUE STORES Author keyword 2 36% 1% 4
7 CLOUD DATABASES Author keyword 2 43% 1% 3
8 CNRS INRIA REGAL Address 1 100% 0% 2
9 FREQUENT SUBGRAPH PATTERN Author keyword 1 100% 0% 2
10 HADOOP SYSTEM Author keyword 1 100% 0% 2

Web of Science journal categories

Author Key Words



Rank Web of Science journal category Relevance score
(tfidf)
Class's shr.
of term's tot.
occurrences
Shr. of publ.
in class containing
term
Num. of
publ. in
class
LCSH search Wikipedia search
1 MAPREDUCE 10 10% 23% 94 Search MAPREDUCE Search MAPREDUCE
2 LARGE SCALE DATA PROCESSING 2 44% 1% 4 Search LARGE+SCALE+DATA+PROCESSING Search LARGE+SCALE+DATA+PROCESSING
3 ARRAY DATABASES 2 67% 0% 2 Search ARRAY+DATABASES Search ARRAY+DATABASES
4 JOB ENERGY CONSUMPTION 2 67% 0% 2 Search JOB+ENERGY+CONSUMPTION Search JOB+ENERGY+CONSUMPTION
5 KEY VALUE STORES 2 36% 1% 4 Search KEY+VALUE+STORES Search KEY+VALUE+STORES
6 CLOUD DATABASES 2 43% 1% 3 Search CLOUD+DATABASES Search CLOUD+DATABASES
7 FREQUENT SUBGRAPH PATTERN 1 100% 0% 2 Search FREQUENT+SUBGRAPH+PATTERN Search FREQUENT+SUBGRAPH+PATTERN
8 HADOOP SYSTEM 1 100% 0% 2 Search HADOOP+SYSTEM Search HADOOP+SYSTEM
9 HETEROGENEOUS HADOOP 1 100% 0% 2 Search HETEROGENEOUS+HADOOP Search HETEROGENEOUS+HADOOP
10 JOB COMPLETION RELIABILITY 1 50% 0% 2 Search JOB+COMPLETION+RELIABILITY Search JOB+COMPLETION+RELIABILITY

Key Words Plus



Rank Web of Science journal category Relevance score
(tfidf)
Class's shr.
of term's tot.
occurrences
Shr. of publ.
in class containing
term
Num. of
publ. in
class
1 MAPREDUCE 4 11% 7% 30
2 CLOUDSIM 1 50% 0% 1
3 EVALUATING MAPREDUCE 1 50% 0% 1
4 G HADOOP 1 50% 0% 1
5 COMMERCE RESEARCH 0 33% 0% 1
6 DIABETES MORTALITY 0 25% 0% 1
7 DATA SCIENCE 0 20% 0% 1
8 STRATEGIC DIRECTIONS 0 20% 0% 1
9 DATA DELUGE 0 17% 0% 1
10 FINANCIAL ANATOMY 0 17% 0% 1

Journals

Reviews



Title Publ. year Cit. Active
references
% act. ref.
to same field
A comprehensive view of Hadoop research-A systematic literature review 2014 0 11 73%
Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks 2014 1 60 27%
How 'big data' can make big impact: Findings from a systematic review and a longitudinal case study 2015 0 42 14%

Address terms



Rank Address term Relevance score
(tfidf)
Class's shr.
of term's tot.
occurrences
Shr. of publ.
in class containing
term
Num. of
publ.
in class
1 GRID CLOUD COMP 2 67% 0.5% 2
2 CNRS INRIA REGAL 1 100% 0.5% 2
3 BIO GEOSCI BIOTECHNOL 2 1 1 50% 0.2% 1
4 DATA PROGRAMMABIL TEAM 1 50% 0.2% 1
5 DGET 1 50% 0.2% 1
6 DISCOVERY SCI GRP 1 50% 0.2% 1
7 DISTRIBUTED PROTOCOLS GRP 1 50% 0.2% 1
8 E BUSINESS INFORMAT SECUR 1 50% 0.2% 1
9 GRP INTERNET TECHNOL STORAGE 1 50% 0.2% 1
10 INFORMAT PPGC 1 50% 0.2% 1

Related classes at same level (level 1)



Rank Relatedness score Related classes
1 0.0000236082 DATA CENTER NETWORKS//DATA CENTER NETWORKS DCNS//DATACENTER NETWORK
2 0.0000152643 GUARDING TERRITORY PROBLEMS//AMAZON WEB SERVICE//ANALYSIS OF CORRELATIONS
3 0.0000120811 PROVABLE DATA POSSESSION//CONVERGENT ENCRYPTION//PUBLIC AUDITABILITY
4 0.0000117159 MOBILE CLOUD COMPUTING//MOBILE CLOUD COMP//COMPUTATION OFFLOADING
5 0.0000110184 CHINA KNOWLEDGE GRID GRP//KNOWLEDGE GRID GRP//RESOURCE SPACE MODEL
6 0.0000107477 JOURNAL OF GRID COMPUTING//FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING AND ESCIENCE//GRID COMPUTING
7 0.0000103137 CROSS LANGUAGE DIAGNOSIS//WEBSITE LOCALIZATION//PRINT QUALITY TROUBLESHOOTING
8 0.0000101415 PEER TO PEER DATA MINING//EXTREME SCALE COMPUTING//ENCAPSIS
9 0.0000091631 DISTRIBUTED DATABASE DESIGN//DISTRIBUTED DATABASE SYSTEM//QUERY OPTIMIZATION
10 0.0000089628 DECISION INFORMATICS//MKT INFORMAT CONSULTING//SUBJECTIVITY STUDY