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. 2021 Oct 26;123:108404. doi: 10.1016/j.patcog.2021.108404

Table 1.

Storm parameter tuning on tweets obtained.

Monitoring time Apache storm parameters
num of worker tweets num of acker tweets max task parallelism tweets max spout pending tweets
1 min 3 3254 3 3493 3 3104 2000 3120
6 3045 6 3623 6 3229 4000 3075
9 3629 9 3139 9 3043 6000 2959
12 3390 12 3127 12 3316 8000 2988
5 min 3 10,233 3 10,323 3 11,203 2000 11,232
6 11,200 6 10,432 6 10,943 4000 10,992
9 10,523 9 11,293 9 11,123 6000 11,029
12 10,983 12 10,849 12 10,320 8000 10,230
10 min 3 24,024 3 23,765 3 21,343 2000 24,044
6 23,049 6 23,658 6 23,984 4000 24,578
9 22,043 9 22,674 9 23,995 6000 23,989
12 24,045 12 22,874 12 22,900 8000 22,898
20 min 3 47,945 3 48,783 3 46,458 2000 45,884
6 48,640 6 46,939 6 47,999 4000 46,989
9 46,399 9 48,999 9 48,799 6000 47,989
12 47,989 12 46,989 12 45,889 8000 48,090
60 min 3 148,200 3 146,379 3 148,900 2000 145,778
6 139,000 6 147,890 6 148,970 4000 143,899
9 145,980 9 140,887 9 143,478 6000 143,689
12 146,839 12 144,783 12 144,788 8000 143,489