Class information for:
Level 1: HEAVY HITTERS//DATA STREAMS//IP FLOWS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
19412 507 23.7 28%


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
1774 2             PACKET CLASSIFICATION//SPATIAL DATABASES//SIMILARITY SEARCH 6381
19412 1                   HEAVY HITTERS//DATA STREAMS//IP FLOWS 507

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 HEAVY HITTERS authKW 578169 2% 80% 12
2 DATA STREAMS authKW 433735 11% 12% 58
3 IP FLOWS authKW 327896 1% 78% 7
4 RESERVOIR SAMPLING authKW 325216 2% 60% 9
5 MIN WISE INDEPENDENCE authKW 301132 1% 100% 5
6 FREQUENT ITEMS authKW 301122 2% 50% 10
7 DISTRIBUTED STREAMS authKW 240906 1% 100% 4
8 PACKET SAMPLING authKW 202859 2% 42% 8
9 FREQUENT ELEMENTS authKW 180679 1% 100% 3
10 FREQUENCY MOMENTS authKW 150561 1% 50% 5

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, Information Systems 13702 43% 0% 216
2 Computer Science, Theory & Methods 9376 37% 0% 190
3 Computer Science, Hardware & Architecture 5307 18% 0% 93
4 Computer Science, Software Engineering 3748 20% 0% 102
5 Telecommunications 2439 19% 0% 95
6 Computer Science, Artificial Intelligence 1030 12% 0% 62
7 Engineering, Electrical & Electronic 662 23% 0% 116
8 Mathematics, Applied 369 12% 0% 60
9 Statistics & Probability 125 4% 0% 22
10 Mathematics 17 4% 0% 21

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 HYPERROLL INC 120453 0% 100% 2
2 DISCRETE MATH COMP SCI 108405 1% 60% 3
3 BACKBONE TECHNOL 60226 0% 100% 1
4 BI TELECOM PARISTECH EDF RD 60226 0% 100% 1
5 CNSRL 60226 0% 100% 1
6 COMP NETWORK PROD 60226 0% 100% 1
7 COMPLEX EVENT RECOGNIT GRP 60226 0% 100% 1
8 DATA ENGN KNOWLEDGE DISCOVERY UNIT 60226 0% 100% 1
9 DISCRETE MATH COMP SCI DIMAC 60226 0% 100% 1
10 EFFICIENT COMPUTAT GRP 60226 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 ACM TRANSACTIONS ON DATABASE SYSTEMS 33837 4% 3% 21
2 ACM SIGCOMM COMPUTER COMMUNICATION REVIEW 24067 4% 2% 22
3 VLDB JOURNAL 10240 2% 2% 10
4 IEEE-ACM TRANSACTIONS ON NETWORKING 9166 4% 1% 20
5 SIGMOD RECORD 6855 2% 1% 8
6 ACM TRANSACTIONS ON ALGORITHMS 6786 1% 2% 7
7 COMPUTER NETWORKS 5208 4% 0% 18
8 JOURNAL OF COMPUTER AND SYSTEM SCIENCES 4647 3% 1% 13
9 ALGORITHMICA 3775 2% 1% 12
10 DATA MINING AND KNOWLEDGE DISCOVERY 3713 1% 1% 6

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 HEAVY HITTERS 578169 2% 80% 12 Search HEAVY+HITTERS Search HEAVY+HITTERS
2 DATA STREAMS 433735 11% 12% 58 Search DATA+STREAMS Search DATA+STREAMS
3 IP FLOWS 327896 1% 78% 7 Search IP+FLOWS Search IP+FLOWS
4 RESERVOIR SAMPLING 325216 2% 60% 9 Search RESERVOIR+SAMPLING Search RESERVOIR+SAMPLING
5 MIN WISE INDEPENDENCE 301132 1% 100% 5 Search MIN+WISE+INDEPENDENCE Search MIN+WISE+INDEPENDENCE
6 FREQUENT ITEMS 301122 2% 50% 10 Search FREQUENT+ITEMS Search FREQUENT+ITEMS
7 DISTRIBUTED STREAMS 240906 1% 100% 4 Search DISTRIBUTED+STREAMS Search DISTRIBUTED+STREAMS
8 PACKET SAMPLING 202859 2% 42% 8 Search PACKET+SAMPLING Search PACKET+SAMPLING
9 FREQUENT ELEMENTS 180679 1% 100% 3 Search FREQUENT+ELEMENTS Search FREQUENT+ELEMENTS
10 FREQUENCY MOMENTS 150561 1% 50% 5 Search FREQUENCY+MOMENTS Search FREQUENCY+MOMENTS

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 CAFARO, M , PULIMENO, M , EPICOCO, I , ALOISIO, G , (2016) MINING FREQUENT ITEMS IN THE TIME FADING MODEL.INFORMATION SCIENCES. VOL. 370. ISSUE . P. 221 -238 12 92% 0
2 ZHANG, Y , SUN, Y , ZHANG, JZ , XU, JD , WU, Y , (2014) AN EFFICIENT FRAMEWORK FOR PARALLEL AND CONTINUOUS FREQUENT ITEM MONITORING.CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE. VOL. 26. ISSUE 18. P. 2856 -2879 12 92% 4
3 BRAVERMAN, V , GELLES, R , OSTROVSKY, R , (2014) HOW TO CATCH L-2-HEAVY-HITTERS ON SLIDING WINDOWS.THEORETICAL COMPUTER SCIENCE. VOL. 554. ISSUE . P. 82 -94 12 92% 0
4 LAHIRI, B , TIRTHAPURA, S , CHANDRASHEKAR, J , (2014) SPACE-EFFICIENT TRACKING OF PERSISTENT ITEMS IN A MASSIVE DATA STREAM.STATISTICAL ANALYSIS AND DATA MINING. VOL. 7. ISSUE 1. P. 70 -92 11 100% 0
5 MCGREGOR, A , PAVAN, A , TIRTHAPURA, S , WOODRUFF, DP , (2016) SPACE-EFFICIENT ESTIMATION OF STATISTICS OVER SUB-SAMPLED STREAMS.ALGORITHMICA. VOL. 74. ISSUE 2. P. 787 -811 11 92% 0
6 TIRTHAPURA, S , WOODRUFF, DP , (2015) A GENERAL METHOD FOR ESTIMATING CORRELATED AGGREGATES OVER A DATA STREAM.ALGORITHMICA. VOL. 73. ISSUE 2. P. 235 -260 11 92% 1
7 PAPAPETROU, O , GAROFALAKIS, M , DELIGIANNAKIS, A , (2015) SKETCHING DISTRIBUTED SLIDING-WINDOW DATA STREAMS.VLDB JOURNAL. VOL. 24. ISSUE 3. P. 345 -368 11 92% 0
8 CORMODE, G , TIRTHAPURA, S , XU, BJ , (2009) TIME-DECAYING SKETCHES FOR ROBUST AGGREGATION OF SENSOR DATA.SIAM JOURNAL ON COMPUTING. VOL. 39. ISSUE 4. P. 1309 -1339 12 92% 1
9 SHAN, JS , FU, YJ , NI, GQ , LUO, JX , WU, ZF , (2017) FAST COUNTING THE CARDINALITY OF FLOWS FOR BIG TRAFFIC OVER SLIDING WINDOWS.FRONTIERS OF COMPUTER SCIENCE. VOL. 11. ISSUE 1. P. 119 -129 10 83% 0
10 LIU, WJ , QU, WY , GONG, J , LI, KQ , (2016) DETECTION OF SUPERPOINTS USING A VECTOR BLOOM FILTER.IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY. VOL. 11. ISSUE 3. P. 514 -527 14 56% 1

Classes with closest relation at Level 1


Rank Class id link
1 28812 DATA SYNOPSES//SELECTIVITY ESTIMATION//MULTIDIMENSIONAL DATA MANAGEMENT
2 20510 TRAFFIC CLASSIFICATION//TRAFFIC IDENTIFICATION//APPLICATION IDENTIFICATION
3 23717 DATA STREAM PROCESSING//CONTINUOUS QUERIES//DATA STREAMS
4 19536 CONCEPT DRIFT//DATA STREAMS//DATA STREAM CLASSIFICATION
5 37282 BITMAP INDEX//TRAFFIC ARCHIVAL//BITMAP COMPRESSION
6 28579 SUPERMARKET MODEL//CUCKOO HASHING//JOIN THE SHORTEST QUEUE
7 35798 AFFINITY PROPAGATION//VERY LARGE DATA SETS VLDS//BILINGUAL GRAPH
8 28792 FUTURE SCHOOL//M M C C QUEUEING SYSTEM//WIRELESS COMMUN TECH
9 15358 IP TRACEBACK//DDOS//DDOS ATTACKS
10 12202 COMMUNICATION COMPLEXITY//QUANTUM QUERY COMPLEXITY//NEGATION LIMITED CIRCUIT

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