Intel与AMD处理器实例性能测试

使用ESRally工具对CPU类型为Intel与AMD的阿里云Elasticsearch 8.9.1版本实例进行基准测试对比。

压测配置

项目

说明

实例配置

  • 版本:8.9.1版本

  • CPU类型:Intel、AMD

  • 数据节点规格:4核16 GiB

  • 数据节点存储类型:ESSD云盘

  • 数据节点存储性能级别:PL1

  • 数据单节点存储空间:200 GiB

  • 数据节点数量:3个

ESRally配置

使用ESRally的默认配置tracks。

数据集

使用ESRally的预置数据集http_logs模拟测试场景,数据集中的文档总数为258610096。

获取数据集,请参见通过Elasticsearch Rally Hub获取

分片数

  • 主分片:6

  • 副本分片:0

bulk_size

每次批量操作提交2000个文档。

bulk_indexing_clients

同时执行批量索引操作的客户端数量为10个。

压测结果

压测结果仅供参考,无法代表实际生产中写入查询情况,建议您结合业务生产数据进行压测。

Intel主要压测指标结果

索引写入速率

image.png

索引写入延时

image.png

节点平均CPU使用率

image.png

节点1分钟负载

image.png

AMD主要压测指标结果

索引写入速率

image.png

索引写入延时

image.png

节点平均CPU使用率

image.png

节点1分钟负载

image.png

基准压测报告

Baseline指代CPU类型为Intel的阿里云ES 8.9.1版本实例,Contender指代CPU类型为AMD的阿里云ES 8.9.1版本实例。下表中指标的具体含义,请参见压测指标和任务参数说明

Metric

Task

Baseline

Contender

Diff

Unit

Diff %

Cumulative indexing time of primary shards

-

129.703

102.055

-27.6478

min

-21.32%

Min cumulative indexing time across primary shard

-

0

0

0

min

0.00%

Median cumulative indexing time across primary shard

-

0.857517

0.696508

-0.16101

min

-18.78%

Max cumulative indexing time across primary shard

-

16.5645

13.3361

-3.22845

min

-19.49%

Cumulative indexing throttle time of primary shards

-

0

0

0

min

0.00%

Min cumulative indexing throttle time across primary shard

-

0

0

0

min

0.00%

Median cumulative indexing throttle time across primary shard

-

0

0

0

min

0.00%

Max cumulative indexing throttle time across primary shard

-

0

0

0

min

0.00%

Cumulative merge time of primary shards

-

50.4829

39.6667

-10.8162

min

-21.43%

Cumulative merge count of primary shards

-

601

707

106

-

17.64%

Min cumulative merge time across primary shard

-

0

0

0

min

0.00%

Median cumulative merge time across primary shard

-

0.081167

0.060108

-0.02106

min

-25.94%

Max cumulative merge time across primary shard

-

9.88038

7.27312

-2.60727

min

-26.39%

Cumulative merge throttle time of primary shards

-

15.6503

14.0385

-1.61183

min

-10.30%

Min cumulative merge throttle time across primary shard

-

0

0

0

min

0.00%

Median cumulative merge throttle time across primary shard

-

0

0

0

min

0.00%

Max cumulative merge throttle time across primary shard

-

4.30382

2.70368

-1.60013

min

-37.18%

Cumulative refresh time of primary shards

-

17.8214

13.9168

-3.90465

min

-21.91%

Cumulative refresh count of primary shards

-

6140

7059

919

-

14.97%

Min cumulative refresh time across primary shard

-

0

0

0

min

0.00%

Median cumulative refresh time across primary shard

-

0.119483

0.095608

-0.02388

min

-19.98%

Max cumulative refresh time across primary shard

-

2.15253

1.8133

-0.33923

min

-15.76%

Cumulative flush time of primary shards

-

3.80468

2.96465

-0.84003

min

-22.08%

Cumulative flush count of primary shards

-

817

935

118

-

14.44%

Min cumulative flush time across primary shard

-

3.33E-05

3.33E-05

0

min

0.00%

Median cumulative flush time across primary shard

-

0.016117

0.009042

-0.00707

min

-43.90%

Max cumulative flush time across primary shard

-

0.5159

0.412433

-0.10347

min

-20.06%

Total Young Gen GC time

-

17.58

13.059

-4.521

s

-25.72%

Total Young Gen GC count

-

922

927

5

-

0.54%

Total Old Gen GC time

-

0

0

0

s

0.00%

Total Old Gen GC count

-

0

0

0

-

0.00%

Store size

-

18.1059

18.0849

-0.02105

GB

-0.12%

Translog size

-

0.000209

0.00061

0.0004

GB

192.31%

Heap used for segments

-

0

0

0

MB

0.00%

Heap used for doc values

-

0

0

0

MB

0.00%

Heap used for terms

-

0

0

0

MB

0.00%

Heap used for norms

-

0

0

0

MB

0.00%

Heap used for points

-

0

0

0

MB

0.00%

Heap used for stored fields

-

0

0

0

MB

0.00%

Segment count

-

56

56

0

-

0.00%

Total Ingest Pipeline count

-

0

0

0

-

0.00%

Total Ingest Pipeline time

-

0

0

0

ms

0.00%

Total Ingest Pipeline failed

-

0

0

0

-

0.00%

Min Throughput

index-append

207170

246927

39757.2

docs/s

19.19%

Mean Throughput

index-append

219531

259191

39659.6

docs/s

18.07%

Median Throughput

index-append

217484

253231

35747.1

docs/s

16.44%

Max Throughput

index-append

238529

285152

46623.5

docs/s

19.55%

50th percentile latency

index-append

80.1159

65.6737

-14.4423

ms

-18.03%

90th percentile latency

index-append

123.321

107.964

-15.3569

ms

-12.45%

99th percentile latency

index-append

394.778

370.36

-24.4179

ms

-6.19%

99.9th percentile latency

index-append

2125.09

1858.68

-266.414

ms

-12.54%

99.99th percentile latency

index-append

2816.56

2466.99

-349.566

ms

-12.41%

100th percentile latency

index-append

3341.14

3130.68

-210.46

ms

-6.30%

50th percentile service time

index-append

80.1159

65.6737

-14.4423

ms

-18.03%

90th percentile service time

index-append

123.321

107.964

-15.3569

ms

-12.45%

99th percentile service time

index-append

394.778

370.36

-24.4179

ms

-6.19%

99.9th percentile service time

index-append

2125.09

1858.68

-266.414

ms

-12.54%

99.99th percentile service time

index-append

2816.56

2466.99

-349.566

ms

-12.41%

100th percentile service time

index-append

3341.14

3130.68

-210.46

ms

-6.30%

error rate

index-append

0

0

0

%

0.00%

Min Throughput

default

19.9543

20.0136

0.05937

ops/s

0.30%

Mean Throughput

default

19.9645

20.0148

0.05031

ops/s

0.25%

Median Throughput

default

19.9661

20.0146

0.04852

ops/s

0.24%

Max Throughput

default

19.9692

20.0163

0.04712

ops/s

0.24%

50th percentile latency

default

6.14099

6.97574

0.83475

ms

13.59%

90th percentile latency

default

7.43625

13.9997

6.56347

ms

88.26%

99th percentile latency

default

35.009

19.807

-15.202

ms

-43.42%

100th percentile latency

default

73.9764

26.398

-47.5784

ms

-64.32%

50th percentile service time

default

4.93161

5.78914

0.85754

ms

17.39%

90th percentile service time

default

6.18375

12.9478

6.76402

ms

109.38%

99th percentile service time

default

25.6137

18.1302

-7.48351

ms

-29.22%

100th percentile service time

default

73.0867

25.6559

-47.4308

ms

-64.90%

error rate

default

0

0

0

%

0.00%

Min Throughput

term

42.1405

45.54

3.39951

ops/s

8.07%

Mean Throughput

term

42.4414

45.7123

3.27082

ops/s

7.71%

Median Throughput

term

42.4414

45.7123

3.27082

ops/s

7.71%

Max Throughput

term

42.7424

45.8845

3.14212

ops/s

7.35%

50th percentile latency

term

8.54857

8.72683

0.17826

ms

2.09%

90th percentile latency

term

10.4358

17.0515

6.61568

ms

63.39%

99th percentile latency

term

12.6224

18.6216

5.99919

ms

47.53%

100th percentile latency

term

22.1556

18.9202

-3.23542

ms

-14.60%

50th percentile service time

term

7.13231

7.69349

0.56117

ms

7.87%

90th percentile service time

term

8.7835

16.1963

7.41283

ms

84.39%

99th percentile service time

term

11.7613

17.6558

5.89451

ms

50.12%

100th percentile service time

term

20.9707

17.988

-2.98269

ms

-14.22%

error rate

term

0

0

0

%

0.00%

Min Throughput

terms_enum

50.0042

49.9622

-0.04206

ops/s

-0.08%

Mean Throughput

terms_enum

50.0061

49.9646

-0.04147

ops/s

-0.08%

Median Throughput

terms_enum

50.0061

49.9646

-0.04147

ops/s

-0.08%

Max Throughput

terms_enum

50.0079

49.967

-0.04088

ops/s

-0.08%

50th percentile latency

terms_enum

5.98002

5.38995

-0.59008

ms

-9.87%

90th percentile latency

terms_enum

8.03784

6.1311

-1.90675

ms

-23.72%

99th percentile latency

terms_enum

9.48662

6.69081

-2.79581

ms

-29.47%

100th percentile latency

terms_enum

11.5759

6.98172

-4.59415

ms

-39.69%

50th percentile service time

terms_enum

4.95221

4.34496

-0.60725

ms

-12.26%

90th percentile service time

terms_enum

6.8323

5.09056

-1.74175

ms

-25.49%

99th percentile service time

terms_enum

8.43886

5.7731

-2.66575

ms

-31.59%

100th percentile service time

terms_enum

11.0347

5.81366

-5.22108

ms

-47.31%

error rate

terms_enum

0

0

0

%

0.00%

Min Throughput

range

24.8781

24.8419

-0.03624

ops/s

-0.15%

Mean Throughput

range

24.9019

24.8743

-0.02755

ops/s

-0.11%

Median Throughput

range

24.9036

24.8771

-0.02645

ops/s

-0.11%

Max Throughput

range

24.9222

24.9011

-0.02106

ops/s

-0.08%

50th percentile latency

range

8.53625

11.5534

3.01715

ms

35.35%

90th percentile latency

range

10.119

16.3788

6.25977

ms

61.86%

99th percentile latency

range

87.6618

61.8365

-25.8253

ms

-29.46%

100th percentile latency

range

111.375

91.01

-20.3653

ms

-18.29%

50th percentile service time

range

7.46765

9.83658

2.36892

ms

31.72%

90th percentile service time

range

9.07516

15.151

6.07585

ms

66.95%

99th percentile service time

range

29.1409

25.4798

-3.66106

ms

-12.56%

100th percentile service time

range

110.444

90.2189

-20.2251

ms

-18.31%

error rate

range

0

0

0

%

0.00%

Min Throughput

200s-in-range

25.0189

25.0147

-0.00421

ops/s

-0.02%

Mean Throughput

200s-in-range

25.0209

25.0157

-0.00523

ops/s

-0.02%

Median Throughput

200s-in-range

25.021

25.0158

-0.00522

ops/s

-0.02%

Max Throughput

200s-in-range

25.0228

25.0165

-0.00628

ops/s

-0.03%

50th percentile latency

200s-in-range

6.58007

6.96683

0.38676

ms

5.88%

90th percentile latency

200s-in-range

7.31511

14.2176

6.90247

ms

94.36%

99th percentile latency

200s-in-range

13.0505

16.2106

3.16013

ms

24.21%

100th percentile latency

200s-in-range

14.214

16.7579

2.54389

ms

17.90%

50th percentile service time

200s-in-range

5.47809

5.74641

0.26832

ms

4.90%

90th percentile service time

200s-in-range

6.12861

13.1191

6.99051

ms

114.06%

99th percentile service time

200s-in-range

11.7787

15.0305

3.25172

ms

27.61%

100th percentile service time

200s-in-range

12.7718

15.2718

2.49999

ms

19.57%

error rate

200s-in-range

0

0

0

%

0.00%

Min Throughput

400s-in-range

49.2768

49.8465

0.56972

ops/s

1.16%

Mean Throughput

400s-in-range

49.5872

49.8527

0.2655

ops/s

0.54%

Median Throughput

400s-in-range

49.5872

49.8527

0.2655

ops/s

0.54%

Max Throughput

400s-in-range

49.8976

49.8589

-0.03871

ops/s

-0.08%

50th percentile latency

400s-in-range

5.87218

5.63856

-0.23363

ms

-3.98%

90th percentile latency

400s-in-range

107.373

14.6019

-92.7709

ms

-86.40%

99th percentile latency

400s-in-range

165.168

15.2894

-149.878

ms

-90.74%

100th percentile latency

400s-in-range

167.499

15.3018

-152.197

ms

-90.86%

50th percentile service time

400s-in-range

4.84777

4.33927

-0.50849

ms

-10.49%

90th percentile service time

400s-in-range

9.54248

13.7726

4.23015

ms

44.33%

99th percentile service time

400s-in-range

36.7794

14.1992

-22.5803

ms

-61.39%

100th percentile service time

400s-in-range

154.091

14.4398

-139.652

ms

-90.63%

error rate

400s-in-range

0

0

0

%

0.00%

Min Throughput

hourly_agg

0.200569

0.200643

7.00E-05

ops/s

0.04%

Mean Throughput

hourly_agg

0.200786

0.200889

0.0001

ops/s

0.05%

Median Throughput

hourly_agg

0.200756

0.200855

0.0001

ops/s

0.05%

Max Throughput

hourly_agg

0.201128

0.201276

0.00015

ops/s

0.07%

50th percentile latency

hourly_agg

1924.92

1208.75

-716.177

ms

-37.21%

90th percentile latency

hourly_agg

2009.28

1295.78

-713.5

ms

-35.51%

99th percentile latency

hourly_agg

2118.9

1373.95

-744.948

ms

-35.16%

100th percentile latency

hourly_agg

2302.15

1412.59

-889.561

ms

-38.64%

50th percentile service time

hourly_agg

1921.89

1207.03

-714.863

ms

-37.20%

90th percentile service time

hourly_agg

2007.78

1293.08

-714.704

ms

-35.60%

99th percentile service time

hourly_agg

2116.37

1371.75

-744.62

ms

-35.18%

100th percentile service time

hourly_agg

2300.89

1410.87

-890.025

ms

-38.68%

error rate

hourly_agg

0

0

0

%

0.00%

Min Throughput

scroll

25.0461

25.0346

-0.01149

pages/s

-0.05%

Mean Throughput

scroll

25.076

25.057

-0.01896

pages/s

-0.08%

Median Throughput

scroll

25.0691

25.0519

-0.01726

pages/s

-0.07%

Max Throughput

scroll

25.1378

25.1034

-0.0344

pages/s

-0.14%

50th percentile latency

scroll

355.086

284.214

-70.8712

ms

-19.96%

90th percentile latency

scroll

373.589

320.074

-53.5147

ms

-14.32%

99th percentile latency

scroll

407.765

392.236

-15.5299

ms

-3.81%

100th percentile latency

scroll

443.031

424.419

-18.6123

ms

-4.20%

50th percentile service time

scroll

353.174

282.065

-71.109

ms

-20.13%

90th percentile service time

scroll

371.193

317.671

-53.5224

ms

-14.42%

99th percentile service time

scroll

405.43

390.441

-14.9888

ms

-3.70%

100th percentile service time

scroll

440.533

422.39

-18.1429

ms

-4.12%

error rate

scroll

0

0

0

%

0.00%

Min Throughput

desc_sort_timestamp

2.00614

2.00289

-0.00325

ops/s

-0.16%

Mean Throughput

desc_sort_timestamp

2.00744

2.00351

-0.00393

ops/s

-0.20%

Median Throughput

desc_sort_timestamp

2.00733

2.00347

-0.00386

ops/s

-0.19%

Max Throughput

desc_sort_timestamp

2.00914

2.00431

-0.00482

ops/s

-0.24%

50th percentile latency

desc_sort_timestamp

33.0101

28.9762

-4.03395

ms

-12.22%

90th percentile latency

desc_sort_timestamp

36.9596

33.5568

-3.40286

ms

-9.21%

99th percentile latency

desc_sort_timestamp

58.5063

48.5754

-9.93091

ms

-16.97%

100th percentile latency

desc_sort_timestamp

58.978

54.4266

-4.55139

ms

-7.72%

50th percentile service time

desc_sort_timestamp

31.3791

27.084

-4.29514

ms

-13.69%

90th percentile service time

desc_sort_timestamp

35.3589

31.7176

-3.64125

ms

-10.30%

99th percentile service time

desc_sort_timestamp

57.1305

45.9329

-11.1975

ms

-19.60%

100th percentile service time

desc_sort_timestamp

57.783

52.3953

-5.38767

ms

-9.32%

error rate

desc_sort_timestamp

0

0

0

%

0.00%

Min Throughput

asc_sort_timestamp

19.9902

19.9995

0.00929

ops/s

0.05%

Mean Throughput

asc_sort_timestamp

19.9922

20.0002

0.00802

ops/s

0.04%

Median Throughput

asc_sort_timestamp

19.9925

20.0002

0.00777

ops/s

0.04%

Max Throughput

asc_sort_timestamp

19.9934

20.0007

0.0073

ops/s

0.04%

50th percentile latency

asc_sort_timestamp

11.2175

10.6533

-0.56418

ms

-5.03%

90th percentile latency

asc_sort_timestamp

14.8594

19.1131

4.25376

ms

28.63%

99th percentile latency

asc_sort_timestamp

21.2579

41.1673

19.9094

ms

93.66%

100th percentile latency

asc_sort_timestamp

21.2697

70.2215

48.9518

ms

230.15%

50th percentile service time

asc_sort_timestamp

10.3341

9.53094

-0.80321

ms

-7.77%

90th percentile service time

asc_sort_timestamp

13.5502

17.4792

3.92903

ms

29.00%

99th percentile service time

asc_sort_timestamp

20.1624

40.4308

20.2684

ms

100.53%

100th percentile service time

asc_sort_timestamp

20.5719

69.3565

48.7846

ms

237.14%

error rate

asc_sort_timestamp

0

0

0

%

0.00%

Min Throughput

desc_sort_with_after_timestamp

1.00376

1.00698

0.00321

ops/s

0.32%

Mean Throughput

desc_sort_with_after_timestamp

1.00984

1.01846

0.00862

ops/s

0.85%

Median Throughput

desc_sort_with_after_timestamp

1.00686

1.01275

0.00589

ops/s

0.59%

Max Throughput

desc_sort_with_after_timestamp

1.03882

1.07444

0.03562

ops/s

3.43%

50th percentile latency

desc_sort_with_after_timestamp

585.964

46.577

-539.387

ms

-92.05%

90th percentile latency

desc_sort_with_after_timestamp

616.699

56.7421

-559.957

ms

-90.80%

99th percentile latency

desc_sort_with_after_timestamp

658.428

80.96

-577.469

ms

-87.70%

100th percentile latency

desc_sort_with_after_timestamp

675.078

116.245

-558.832

ms

-82.78%

50th percentile service time

desc_sort_with_after_timestamp

584.084

43.6989

-540.385

ms

-92.52%

90th percentile service time

desc_sort_with_after_timestamp

615.507

53.8327

-561.674

ms

-91.25%

99th percentile service time

desc_sort_with_after_timestamp

657.173

78.0997

-579.074

ms

-88.12%

100th percentile service time

desc_sort_with_after_timestamp

673.631

115.487

-558.143

ms

-82.86%

error rate

desc_sort_with_after_timestamp

0

0

0

%

0.00%

Min Throughput

asc_sort_with_after_timestamp

0.504309

0.504301

######

ops/s

0.00%

Mean Throughput

asc_sort_with_after_timestamp

0.511463

0.51144

######

ops/s

0.00%

Median Throughput

asc_sort_with_after_timestamp

0.507895

0.507875

######

ops/s

0.00%

Max Throughput

asc_sort_with_after_timestamp

0.54673

0.546633

-0.0001

ops/s

-0.02%

50th percentile latency

asc_sort_with_after_timestamp

14.9573

31.9896

17.0323

ms

113.87%

90th percentile latency

asc_sort_with_after_timestamp

16.8667

36.3939

19.5272

ms

115.77%

99th percentile latency

asc_sort_with_after_timestamp

21.4881

41.9769

20.4887

ms

95.35%

100th percentile latency

asc_sort_with_after_timestamp

29.497

75.5642

46.0672

ms

156.18%

50th percentile service time

asc_sort_with_after_timestamp

11.9017

29.2771

17.3754

ms

145.99%

90th percentile service time

asc_sort_with_after_timestamp

14.1056

33.5124

19.4067

ms

137.58%

99th percentile service time

asc_sort_with_after_timestamp

18.8203

39.4603

20.64

ms

109.67%

100th percentile service time

asc_sort_with_after_timestamp

27.1084

73.8293

46.721

ms

172.35%

error rate

asc_sort_with_after_timestamp

0

0

0

%

0.00%

Min Throughput

desc_sort_timestamp_can_match_shortcut

2.00496

2.00536

0.0004

ops/s

0.02%

Mean Throughput

desc_sort_timestamp_can_match_shortcut

2.00602

2.00649

0.00047

ops/s

0.02%

Median Throughput

desc_sort_timestamp_can_match_shortcut

2.00594

2.0064

0.00046

ops/s

0.02%

Max Throughput

desc_sort_timestamp_can_match_shortcut

2.0074

2.00796

0.00056

ops/s

0.03%

50th percentile latency

desc_sort_timestamp_can_match_shortcut

37.3768

30.7569

-6.61986

ms

-17.71%

90th percentile latency

desc_sort_timestamp_can_match_shortcut

40.8894

35.2822

-5.60728

ms

-13.71%

99th percentile latency

desc_sort_timestamp_can_match_shortcut

53.2476

39.6154

-13.6321

ms

-25.60%

100th percentile latency

desc_sort_timestamp_can_match_shortcut

81.5778

49.8105

-31.7673

ms

-38.94%

50th percentile service time

desc_sort_timestamp_can_match_shortcut

35.942

29.3074

-6.63464

ms

-18.46%

90th percentile service time

desc_sort_timestamp_can_match_shortcut

39.7756

33.4821

-6.29352

ms

-15.82%

99th percentile service time

desc_sort_timestamp_can_match_shortcut

51.8262

38.6499

-13.1763

ms

-25.42%

100th percentile service time

desc_sort_timestamp_can_match_shortcut

80.1559

48.8295

-31.3265

ms

-39.08%

error rate

desc_sort_timestamp_can_match_shortcut

0

0

0

%

0.00%

Min Throughput

desc_sort_timestamp_no_can_match_shortcut

2.0058

2.006

0.00021

ops/s

0.01%

Mean Throughput

desc_sort_timestamp_no_can_match_shortcut

2.00703

2.00728

0.00025

ops/s

0.01%

Median Throughput

desc_sort_timestamp_no_can_match_shortcut

2.00693

2.00718

0.00025

ops/s

0.01%

Max Throughput

desc_sort_timestamp_no_can_match_shortcut

2.00864

2.00894

0.0003

ops/s

0.01%

50th percentile latency

desc_sort_timestamp_no_can_match_shortcut

47.6447

43.8025

-3.84224

ms

-8.06%

90th percentile latency

desc_sort_timestamp_no_can_match_shortcut

50.1462

48.2184

-1.92778

ms

-3.84%

99th percentile latency

desc_sort_timestamp_no_can_match_shortcut

63.3456

71.8562

8.51065

ms

13.44%

100th percentile latency

desc_sort_timestamp_no_can_match_shortcut

68.4468

217.645

149.198

ms

217.98%

50th percentile service time

desc_sort_timestamp_no_can_match_shortcut

46.1795

42.0692

-4.11028

ms

-8.90%

90th percentile service time

desc_sort_timestamp_no_can_match_shortcut

48.3907

46.8669

-1.52383

ms

-3.15%

99th percentile service time

desc_sort_timestamp_no_can_match_shortcut

61.9762

70.398

8.42183

ms

13.59%

100th percentile service time

desc_sort_timestamp_no_can_match_shortcut

66.3827

216.083

149.7

ms

225.51%

error rate

desc_sort_timestamp_no_can_match_shortcut

0

0

0

%

0.00%

Min Throughput

sort_keyword_can_match_shortcut

2.00655

2.00592

-0.00062

ops/s

-0.03%

Mean Throughput

sort_keyword_can_match_shortcut

2.00793

2.00719

-0.00074

ops/s

-0.04%

Median Throughput

sort_keyword_can_match_shortcut

2.00783

2.0071

-0.00073

ops/s

-0.04%

Max Throughput

sort_keyword_can_match_shortcut

2.00975

2.00883

-0.00092

ops/s

-0.05%

50th percentile latency

sort_keyword_can_match_shortcut

11.2726

9.85176

-1.42084

ms

-12.60%

90th percentile latency

sort_keyword_can_match_shortcut

12.2857

16.2932

4.00753

ms

32.62%

99th percentile latency

sort_keyword_can_match_shortcut

13.6317

18.1372

4.50557

ms

33.05%

100th percentile latency

sort_keyword_can_match_shortcut

13.9129

26.3997

12.4868

ms

89.75%

50th percentile service time

sort_keyword_can_match_shortcut

9.69712

8.18183

-1.51529

ms

-15.63%

90th percentile service time

sort_keyword_can_match_shortcut

10.7475

14.6557

3.90818

ms

36.36%

99th percentile service time

sort_keyword_can_match_shortcut

11.9499

15.9737

4.02376

ms

33.67%

100th percentile service time

sort_keyword_can_match_shortcut

12.4481

16.5509

4.10273

ms

32.96%

error rate

sort_keyword_can_match_shortcut

0

0

0

%

0.00%

Min Throughput

sort_keyword_no_can_match_shortcut

2.00656

2.00656

0

ops/s

0.00%

Mean Throughput

sort_keyword_no_can_match_shortcut

2.00796

2.00797

1.00E-05

ops/s

0.00%

Median Throughput

sort_keyword_no_can_match_shortcut

2.00785

2.00785

0

ops/s

0.00%

Max Throughput

sort_keyword_no_can_match_shortcut

2.00978

2.00977

0

ops/s

0.00%

50th percentile latency

sort_keyword_no_can_match_shortcut

9.78064

15.0156

5.23493

ms

53.52%

90th percentile latency

sort_keyword_no_can_match_shortcut

10.7862

17.1041

6.31788

ms

58.57%

99th percentile latency

sort_keyword_no_can_match_shortcut

12.436

19.0266

6.59057

ms

53.00%

100th percentile latency

sort_keyword_no_can_match_shortcut

16.6298

26.8356

10.2058

ms

61.37%

50th percentile service time

sort_keyword_no_can_match_shortcut

8.18368

13.5125

5.32886

ms

65.12%

90th percentile service time

sort_keyword_no_can_match_shortcut

9.25296

15.2897

6.03674

ms

65.24%

99th percentile service time

sort_keyword_no_can_match_shortcut

10.9936

17.1686

6.17504

ms

56.17%

100th percentile service time

sort_keyword_no_can_match_shortcut

15.1334

24.7287

9.59537

ms

63.41%

error rate

sort_keyword_no_can_match_shortcut

0

0

0

%

0.00%

Min Throughput

sort_numeric_can_match_shortcut

0.963674

1.22449

0.26082

ops/s

27.07%

Mean Throughput

sort_numeric_can_match_shortcut

0.966441

1.22673

0.26029

ops/s

26.93%

Median Throughput

sort_numeric_can_match_shortcut

0.96634

1.22648

0.26014

ops/s

26.92%

Max Throughput

sort_numeric_can_match_shortcut

0.96916

1.22864

0.25948

ops/s

26.77%

50th percentile latency

sort_numeric_can_match_shortcut

134537

79712.8

-54824.2

ms

-40.75%

90th percentile latency

sort_numeric_can_match_shortcut

155131

92107.5

-63023.5

ms

-40.63%

99th percentile latency

sort_numeric_can_match_shortcut

159715

94716.4

-64998.6

ms

-40.70%

100th percentile latency

sort_numeric_can_match_shortcut

160208

95022.5

-65185.8

ms

-40.69%

50th percentile service time

sort_numeric_can_match_shortcut

1004.01

806.799

-197.207

ms

-19.64%

90th percentile service time

sort_numeric_can_match_shortcut

1101.34

873.658

-227.686

ms

-20.67%

99th percentile service time

sort_numeric_can_match_shortcut

1254.52

998.126

-256.398

ms

-20.44%

100th percentile service time

sort_numeric_can_match_shortcut

1380.32

1027.2

-353.12

ms

-25.58%

error rate

sort_numeric_can_match_shortcut

0

0

0

%

0.00%

Min Throughput

sort_numeric_no_can_match_shortcut

0.966762

1.22813

0.26137

ops/s

27.04%

Mean Throughput

sort_numeric_no_can_match_shortcut

0.969163

1.22932

0.26016

ops/s

26.84%

Median Throughput

sort_numeric_no_can_match_shortcut

0.969242

1.22931

0.26007

ops/s

26.83%

Max Throughput

sort_numeric_no_can_match_shortcut

0.9713

1.23048

0.25918

ops/s

26.68%

50th percentile latency

sort_numeric_no_can_match_shortcut

133640

79019.5

-54620.8

ms

-40.87%

90th percentile latency

sort_numeric_no_can_match_shortcut

155138

91318.8

-63818.7

ms

-41.14%

99th percentile latency

sort_numeric_no_can_match_shortcut

159603

94019.2

-65583.7

ms

-41.09%

100th percentile latency

sort_numeric_no_can_match_shortcut

160232

94326.6

-65905.4

ms

-41.13%

50th percentile service time

sort_numeric_no_can_match_shortcut

1005.74

804.518

-201.218

ms

-20.01%

90th percentile service time

sort_numeric_no_can_match_shortcut

1169.51

852.46

-317.046

ms

-27.11%

99th percentile service time

sort_numeric_no_can_match_shortcut

1339.2

927.433

-411.764

ms

-30.75%

100th percentile service time

sort_numeric_no_can_match_shortcut

1406.59

991.307

-415.281

ms

-29.52%

error rate

sort_numeric_no_can_match_shortcut

0

0

0

%

0.00%

Min Throughput

desc-sort-timestamp-after-force-merge-1-seg

1.00229

1.00201

-0.00027

ops/s

-0.03%

Mean Throughput

desc-sort-timestamp-after-force-merge-1-seg

1.00277

1.00244

-0.00033

ops/s

-0.03%

Median Throughput

desc-sort-timestamp-after-force-merge-1-seg

1.00274

1.00241

-0.00033

ops/s

-0.03%

Max Throughput

desc-sort-timestamp-after-force-merge-1-seg

1.00341

1.00301

-0.00041

ops/s

-0.04%

50th percentile latency

desc-sort-timestamp-after-force-merge-1-seg

260.097

183.978

-76.1191

ms

-29.27%

90th percentile latency

desc-sort-timestamp-after-force-merge-1-seg

284.032

196.703

-87.3291

ms

-30.75%

99th percentile latency

desc-sort-timestamp-after-force-merge-1-seg

306.384

211.325

-95.0592

ms

-31.03%

100th percentile latency

desc-sort-timestamp-after-force-merge-1-seg

353.419

268.131

-85.2881

ms

-24.13%

50th percentile service time

desc-sort-timestamp-after-force-merge-1-seg

258.32

181.683

-76.6371

ms

-29.67%

90th percentile service time

desc-sort-timestamp-after-force-merge-1-seg

283.151

194.379

-88.7724

ms

-31.35%

99th percentile service time

desc-sort-timestamp-after-force-merge-1-seg

304.338

208.029

-96.3091

ms

-31.65%

100th percentile service time

desc-sort-timestamp-after-force-merge-1-seg

351.788

266.45

-85.3375

ms

-24.26%

error rate

desc-sort-timestamp-after-force-merge-1-seg

0

0

0

%

0.00%

Min Throughput

asc-sort-timestamp-after-force-merge-1-seg

44.8357

49.2481

4.41233

ops/s

9.84%

Mean Throughput

asc-sort-timestamp-after-force-merge-1-seg

45.2654

49.3137

4.04823

ops/s

8.94%

Median Throughput

asc-sort-timestamp-after-force-merge-1-seg

45.2654

49.3137

4.04823

ops/s

8.94%

Max Throughput

asc-sort-timestamp-after-force-merge-1-seg

45.6952

49.3793

3.68414

ops/s

8.06%

50th percentile latency

asc-sort-timestamp-after-force-merge-1-seg

10.0604

18.8289

8.76855

ms

87.16%

90th percentile latency

asc-sort-timestamp-after-force-merge-1-seg

12.623

25.2324

12.6094

ms

99.89%

99th percentile latency

asc-sort-timestamp-after-force-merge-1-seg

15.9647

32.4808

16.5161

ms

103.45%

100th percentile latency

asc-sort-timestamp-after-force-merge-1-seg

16.4214

33.0725

16.651

ms

101.40%

50th percentile service time

asc-sort-timestamp-after-force-merge-1-seg

8.78168

17.6916

8.90992

ms

101.46%

90th percentile service time

asc-sort-timestamp-after-force-merge-1-seg

11.2994

22.5581

11.2587

ms

99.64%

99th percentile service time

asc-sort-timestamp-after-force-merge-1-seg

14.7302

25.7189

10.9887

ms

74.60%

100th percentile service time

asc-sort-timestamp-after-force-merge-1-seg

15.193

26.532

11.339

ms

74.63%

error rate

asc-sort-timestamp-after-force-merge-1-seg

0

0

0

%

0.00%

Min Throughput

desc-sort-with-after-timestamp-after-force-merge-1-seg

1.00266

1.00411

0.00145

ops/s

0.14%

Mean Throughput

desc-sort-with-after-timestamp-after-force-merge-1-seg

1.00695

1.01076

0.00381

ops/s

0.38%

Median Throughput

desc-sort-with-after-timestamp-after-force-merge-1-seg

1.00485

1.00749

0.00264

ops/s

0.26%

Max Throughput

desc-sort-with-after-timestamp-after-force-merge-1-seg

1.0273

1.04261

0.0153

ops/s

1.49%

50th percentile latency

desc-sort-with-after-timestamp-after-force-merge-1-seg

694.29

556.675

-137.615

ms

-19.82%

90th percentile latency

desc-sort-with-after-timestamp-after-force-merge-1-seg

750.585

582.209

-168.376

ms

-22.43%

99th percentile latency

desc-sort-with-after-timestamp-after-force-merge-1-seg

833.284

647.059

-186.225

ms

-22.35%

100th percentile latency

desc-sort-with-after-timestamp-after-force-merge-1-seg

868.189

656.394

-211.795

ms

-24.40%

50th percentile service time

desc-sort-with-after-timestamp-after-force-merge-1-seg

692.68

555.159

-137.521

ms

-19.85%

90th percentile service time

desc-sort-with-after-timestamp-after-force-merge-1-seg

749.14

580.808

-168.332

ms

-22.47%

99th percentile service time

desc-sort-with-after-timestamp-after-force-merge-1-seg

831.755

645.946

-185.809

ms

-22.34%

100th percentile service time

desc-sort-with-after-timestamp-after-force-merge-1-seg

866.98

654.683

-212.297

ms

-24.49%

error rate

desc-sort-with-after-timestamp-after-force-merge-1-seg

0

0

0

%

0.00%

Min Throughput

asc-sort-with-after-timestamp-after-force-merge-1-seg

0.504405

0.504371

######

ops/s

-0.01%

Mean Throughput

asc-sort-with-after-timestamp-after-force-merge-1-seg

0.511723

0.511629

######

ops/s

-0.02%

Median Throughput

asc-sort-with-after-timestamp-after-force-merge-1-seg

0.508068

0.508004

######

ops/s

-0.01%

Max Throughput

asc-sort-with-after-timestamp-after-force-merge-1-seg

0.547848

0.547417

-0.00043

ops/s

-0.08%

50th percentile latency

asc-sort-with-after-timestamp-after-force-merge-1-seg

63.5612

88.5399

24.9787

ms

39.30%

90th percentile latency

asc-sort-with-after-timestamp-after-force-merge-1-seg

76.791

92.9108

16.1198

ms

20.99%

99th percentile latency

asc-sort-with-after-timestamp-after-force-merge-1-seg

104.963

118.085

13.1215

ms

12.50%

100th percentile latency

asc-sort-with-after-timestamp-after-force-merge-1-seg

105.541

159.161

53.6198

ms

50.80%

50th percentile service time

asc-sort-with-after-timestamp-after-force-merge-1-seg

60.8479

85.5415

24.6936

ms

40.58%

90th percentile service time

asc-sort-with-after-timestamp-after-force-merge-1-seg

73.6437

89.2742

15.6305

ms

21.22%

99th percentile service time

asc-sort-with-after-timestamp-after-force-merge-1-seg

101.033

114.966

13.9325

ms

13.79%

100th percentile service time

asc-sort-with-after-timestamp-after-force-merge-1-seg

102.378

158.334

55.9557

ms

54.66%

error rate

asc-sort-with-after-timestamp-after-force-merge-1-seg

0

0

0

%

0.00%