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传感器数

设备数

64

128

256

512

1024

文件数
大小原始查询聚合查询大小原始查询聚合查询大小原始查询聚合查询大小原始查询聚合查询大小原始查询聚合查询

10

1

92

2.21.31

92

5.552.25

92

3.581.98

92

3.391.65

92

2.791.98100

10

1000

36328

14.936

36031

16.77.36

35876

15.886.75

35798

16.848.48

35724

18.667.71100

10

10000

373090

26.0815.94

370019

25.0819.35

368463

25.5415.38

367666

23.2216.4

367267

26.6216.94100

10

100000

3831677

73.642.8

3800589

77.945.4

3784396

69.541.5

3776347

58.444.3

3772339

63.540.810

10

1000000

39332027

258194

39012829

289158

38847280

369125

38764968

296118

38723884

1941321

500

1

645

4.563.13

534

5.773.86

478

4.983.1

451

5.062.81

451

8.673.03100

500

1000

629692

38.937.6

507555

45.332.4

446835

46.926.2

417708

52.420.8

417634

35.816.810

500

10000

6377591

14985.5

5115229

153.593.5

4487990

167.580

4186743

14793

4186344

134.575.52

500

20000

12845401

238155

10275117

316148

8998201

229125

8384575

259131

8383767

2641311

10,0000

1

125689

21.1913.5

101630

20.1414.08

89737

23.2615

83833

18.489.93

80903

21.6413.88100

10,0000

100

12710845

340211

10228850

311279

9004533

247219

8399129

277199

8096000

3211581


综合以上两个实验:

对于泽嵩树和 B+ 树在不同场景和不同配置下,原始数据查询耗时:

传感器数设备数641282565121024最优配置耗时641282565121024最优配置耗时时间差
1013.132.293.133.42.622.292.25.553.583.392.792.23.93%
10100017.3216.5216.916.715.9615.9614.9316.715.8816.8418.6614.936.45%
101000034.2631.7631.7233.9532.2731.7226.0825.0825.5423.2226.6223.2226.80%
10100000118.1117.3100.1109.2100.3100.173.677.969.558.463.558.441.66%
10100000063749861840945740925828936929619419452.57%
50015.15.295.246.775.495.14.565.774.985.068.674.5610.59%
500100053.648.843.646.142.642.638.945.346.952.435.835.815.96%
50010000177.5139141140155139149153.5167.5147134.5134.53.24%
500200003602873062622522522383162292592642299.13%
100,000121.3420.1119.9220.6320.8719.9221.1920.1423.2618.4821.6418.487.23%
100,0001003232903332512562513403112472773212471.59%


聚合查询耗时:

传感器数设备数641282565121024最优配置耗时641282565121024最优配置耗时时间差
1011.91.342.691.781.441.341.312.251.981.651.981.312.24%
1010006.816.877.999.188.266.8167.366.758.487.71611.89%
101000020.4921.2518.3120.319.2618.3115.9419.3515.3816.416.9415.3816.00%
1010000050.750.949.350.646.646.642.845.441.544.340.840.812.45%
1010000001621731831291211211941581251181321182.48%
50013.343.223.373.83.13.13.133.863.12.813.032.819.35%
500100027.826.423.425.622.622.637.632.426.220.816.816.825.66%
5001000083.5807976937685.593.5809375.575.50.66%
500200001301421331521481301551481251311311253.85%
100,000112.0313.9812.3112.311.4511.4513.514.08159.9313.889.9313.28%
100,0001002111951921851601602112792191991581581.25%


如图所示: