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    Kona JDK

    Last updated: 2022-06-29 12:22:32
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      Kona JDK Overview

      Kona JDK overview

      Tencent Kona JDK is a JDK version developed by Tencent based on open-source JDK. It widely serves Tencent's internal businesses and customers in Tencent Cloud. Well proven by complex business scenarios such as big data and AI, it provides professional and continuous support for Tencent's Java ecosystem, with high stability, security, and performance.

      Kona JDK strengths

      • High performance at low costs: Compared with OpenJDK 8, Kona JDK 8 has an 8% increase in throughput and an around 10% reduction in both CPU and memory utilization, as proven by tens of thousands of production servers in Tencent's big data computing scenario.
      • Out-of-the-box vector API support: This solves JVM crashes caused by vector instruction adaptation issues and is the first in the industry to stably support advertising training scenarios.
      • Various GC optimizations: G1 GC memory overhead and parallel full GC algorithms are optimized, and production-grade ZGC is available for strongly real-time online services.
      • KonaFiber coroutine: It has been implemented in Tencent IEG's TiMi game businesses. According to benchmark testing, its performance of creation, switch, and scheduling greatly exceeds that of Loom.
      • Support for Chinese ARM-based CPUs.

      Kona JDK Settings

      1. Operation page: Cluster details page > advanced configuration page.
      2. Restart: After the JDK is switched, the cluster will restart, and operations such as configuration adjustment and upgrade cannot be performed during the restart.

      Data Comparison

      This document describes the performance metrics of a 3-node ES Kona JDK + G1-GC cluster with 4 CPU cores and 16 GB memory.

      Note：

      The data comes from GeoNames and contains 11,396,503 entries of geographic location data in text, long, geo, and other types stored in columns and rows with a total size of around 3 GB.

      The comparison between the 4-core 16 GB MEM 200 GB SSD 3-node ES Kona JDK (11.0.9.1-ga+1) + G1-GC cluster and an Oracle JDK (1.8.0_181-b13) + CMS-GC cluster with the same specification shows that ES has better performance in all aspects thanks to Tencent Cloud's proprietary JDK and GC parameter tuning.

      Description Metric Task ES (OpenJDK + CMS-GC) ES (Kona JDK + G1-GC) Difference Value (Kona JDK - OpenJDK) Unit Comparison
      Total write time Cumulative indexing time of primary shards   17.7745 17.41703333 -0.35747 min Superior
      Total GC count and time Total Young Gen GC time   76.597 4.988 -71.609 s Superior
      Total Young Gen GC count   4129 981 -3148      
      Total Old Gen GC time   0.175 0 -0.175 s    
      Total Old Gen GC count   2 0 -2      
      Index size Store size   2.885286688 2.87756444 -0.00772 GB -
      Translog size   3.59E-07 3.59E-07 0 GB    
      Heap memory usage Heap used for segments   0.045909882 0.045909882 0 MB  
      Heap used for doc values   0.000507355 0.000507355 0 MB    
      Heap used for terms   0.037261963 0.037261963 0 MB    
      Heap used for norms   0.003967285 0.003967285 0 MB    
      Heap used for points   0 0 0 MB    
      Heap used for stored fields   0.004173279 0.004173279 0 MB    
      Total segment count Segment count   7 7 0    
      Write throughput and time Min Throughput index-append 82341.03288 83678.1806 1337.14773 docs/s Superior
      Mean Throughput index-append 85463.64521 87617.83008 2154.18488 docs/s    
      Median Throughput index-append 85203.41999 87749.05385 2545.63387 docs/s    
      Max Throughput index-append 88282.10166 90448.56087 2166.45921 docs/s    
      50th percentile latency index-append 369.9228433 360.6725829 -9.25026 ms    
      90th percentile latency index-append 582.2157889 521.3938987 -60.82189 ms    
      99th percentile latency index-append 2566.001355 3331.056718 765.05536 ms    
      99.9th percentile latency index-append 3249.023346 4277.054507 1028.03116 ms    
      100th percentile latency index-append 3677.799375 5966.865065 2289.06569 ms    
      50th percentile service time index-append 369.9228433 360.6725829 -9.25026 ms    
      90th percentile service time index-append 582.2157889 521.3938987 -60.82189 ms    
      99th percentile service time index-append 2566.001355 3331.056718 765.05536 ms    
      99.9th percentile service time index-append 3249.023346 4277.054507 1028.03116 ms    
      100th percentile service time index-append 3677.799375 5966.865065 2289.06569 ms    
      error rate index-append 0 0 0 %    
      Index metric statistics Min Throughput index-stats 90.00917629 90.01515386 0.00598 ops/s  
      Mean Throughput index-stats 90.01643728 90.02981242 0.01338 ops/s    
      Median Throughput index-stats 90.01545276 90.03117871 0.01573 ops/s    
      Max Throughput index-stats 90.0358266 90.0417802 0.00595 ops/s    
      50th percentile latency index-stats 2.71807611 2.706557978 -0.01152 ms    
      90th percentile latency index-stats 3.542617336 3.530823253 -0.01179 ms    
      99th percentile latency index-stats 4.209796032 4.047978334 -0.16182 ms    
      99.9th percentile latency index-stats 10.97994745 4.319285007 -6.66066 ms    
      100th percentile latency index-stats 18.87320075 4.494163208 -14.37904 ms    
      50th percentile service time index-stats 1.521472819 1.515000127 -0.00647 ms    
      90th percentile service time index-stats 1.832026243 1.815253124 -0.01677 ms    
      99th percentile service time index-stats 2.493222319 2.149661649 -0.34356 ms    
      99.9th percentile service time index-stats 3.265745808 2.558897269 -0.70685 ms    
      100th percentile service time index-stats 18.49333011 2.714292146 -15.77904 ms    
      error rate index-stats 0 0 0 %    
      Node metric statistics Min Throughput node-stats 89.77465925 89.9748329 0.20017 ops/s  
      Mean Throughput node-stats 89.90322336 89.99453842 0.09132 ops/s    
      Median Throughput node-stats 89.92739222 89.99716573 0.06977 ops/s    
      Max Throughput node-stats 89.95708367 90.01224368 0.05516 ops/s    
      50th percentile latency node-stats 2.864421345 2.847921103 -0.0165 ms    
      90th percentile latency node-stats 4.03423449 4.02287906 -0.01136 ms    
      99th percentile latency node-stats 4.780995743 4.921176638 0.14018 ms    
      99.9th percentile latency node-stats 11.95199643 8.974571229 -2.97743 ms    
      100th percentile latency node-stats 19.6932666 13.60371523 -6.08955 ms    
      50th percentile service time node-stats 2.031991258 2.032643184 0.00065 ms    
      90th percentile service time node-stats 2.502718102 2.520979941 0.01826 ms    
      99th percentile service time node-stats 3.355697962 3.726954078 0.37126 ms    
      99.9th percentile service time node-stats 6.070044631 8.64341661 2.57337 ms    
      100th percentile service time node-stats 19.13440693 11.63361594 -7.50079 ms    
      error rate node-stats 0 0 0 %    
      Default query with all documents having a score of 1 (match_all) Min Throughput default 49.66239789 49.88425331 0.22186 ops/s  
      Mean Throughput default 49.80337019 49.93227136 0.1289 ops/s    
      Median Throughput default 49.8202478 49.93857317 0.11833 ops/s    
      Max Throughput default 49.87518669 49.9563597 0.08117 ops/s    
      50th percentile latency default 3.394149244 3.262675833 -0.13147 ms    
      90th percentile latency default 4.578030575 4.408122599 -0.16991 ms    
      99th percentile latency default 6.253439859 4.992298558 -1.26114 ms    
      99.9th percentile latency default 19.66198959 8.490681676 -11.17131 ms    
      100th percentile latency default 20.0197883 8.887056261 -11.13273 ms    
      50th percentile service time default 2.622524276 2.356512472 -0.26601 ms    
      90th percentile service time default 3.102052212 2.851721831 -0.25033 ms    
      99th percentile service time default 4.579989612 3.174401047 -1.40559 ms    
      99.9th percentile service time default 18.49881567 8.051926313 -10.44689 ms    
      100th percentile service time default 18.62356346 8.21478758 -10.40878 ms    
      error rate default 0 0 0 %    
      Term conditional query Min Throughput term 98.93043451 99.71455545 0.78412 ops/s  
      Mean Throughput term 99.33413382 99.81852777 0.48439 ops/s    
      Median Throughput term 99.38459416 99.83007784 0.44548 ops/s    
      Max Throughput term 99.57176235 99.88279227 0.31103 ops/s    
      50th percentile latency term 3.250969574 3.228969406 -0.022 ms    
      90th percentile latency term 3.966032993 3.853681684 -0.11235 ms    
      99th percentile latency term 10.50691157 4.505703636 -6.00121 ms    
      99.9th percentile latency term 17.10123536 7.033703398 -10.06753 ms    
      100th percentile latency term 19.53481138 9.737900458 -9.79691 ms    
      50th percentile service time term 2.501523588 2.488659229 -0.01286 ms    
      90th percentile service time term 3.069854062 2.982806601 -0.08705 ms    
      99th percentile service time term 7.066733902 3.509562407 -3.55717 ms    
      99.9th percentile service time term 16.17278317 6.230151438 -9.94263 ms    
      100th percentile service time term 19.29396484 8.562799543 -10.73117 ms    
      error rate term 0 0 0 %    
      Phrase query Min Throughput phrase 109.1666798 109.563189 0.39651 ops/s  
      Mean Throughput phrase 109.4885892 109.726084 0.23749 ops/s    
      Median Throughput phrase 109.531043 109.7627623 0.23172 ops/s    
      Max Throughput phrase 109.6776159 109.8360981 0.15848 ops/s    
      50th percentile latency phrase 2.736125607 2.723197918 -0.01293 ms    
      90th percentile latency phrase 3.2537736 3.277133778 0.02336 ms    
      99th percentile latency phrase 5.174562978 5.252283504 0.07772 ms    
      99.9th percentile latency phrase 17.94986153 11.65228278 -6.29758 ms    
      100th percentile latency phrase 20.16797382 18.0053385 -2.16264 ms    
      50th percentile service time phrase 1.983109396 1.964103896 -0.01901 ms    
      90th percentile service time phrase 2.38582911 2.413296979 0.02747 ms    
      99th percentile service time phrase 4.028498856 3.426500661 -0.602 ms    
      99.9th percentile service time phrase 17.23640091 10.3977854 -6.83862 ms    
      100th percentile service time phrase 19.54707783 17.02223159 -2.52485 ms    
      Aggregation query without cache error rate phrase 0 0 0 %  
      Min Throughput country_agg_uncached 2.996727436 2.999315225 0.00259 ops/s    
      Mean Throughput country_agg_uncached 2.997330498 2.999446981 0.00212 ops/s    
      Median Throughput country_agg_uncached 2.997367399 2.999449396 0.00208 ops/s    
      Max Throughput country_agg_uncached 2.997811835 2.999560826 0.00175 ops/s    
      50th percentile latency country_agg_uncached 137.708772 138.3623141 0.65354 ms    
      90th percentile latency country_agg_uncached 162.6020876 162.0003162 -0.60177 ms    
      99th percentile latency country_agg_uncached 196.1384525 190.0452044 -6.09325 ms    
      100th percentile latency country_agg_uncached 208.7042201 205.8009086 -2.90331 ms    
      50th percentile service time country_agg_uncached 136.977708 137.0970309 0.11932 ms    
      90th percentile service time country_agg_uncached 161.4701347 160.9131827 -0.55695 ms    
      99th percentile service time country_agg_uncached 195.4892302 188.7832217 -6.70601 ms    
      100th percentile service time country_agg_uncached 208.3484558 204.5730753 -3.77538 ms    
      error rate country_agg_uncached 0 0 0 %    
      Aggregation query with cache Min Throughput country_agg_cached 98.51641526 98.62990947 0.11349 ops/s  
      Mean Throughput country_agg_cached 98.94635299 99.03419609 0.08784 ops/s    
      Median Throughput country_agg_cached 98.99545733 99.08216113 0.0867 ops/s    
      Max Throughput country_agg_cached 99.24729184 99.31333794 0.06605 ops/s    
      50th percentile latency country_agg_cached 2.211962827 2.139798366 -0.07216 ms    
      90th percentile latency country_agg_cached 3.517023474 3.494661488 -0.02236 ms    
      99th percentile latency country_agg_cached 4.158023223 4.199306211 0.04128 ms    
      99.9th percentile latency country_agg_cached 9.866942695 8.245296748 -1.62165 ms    
      100th percentile latency country_agg_cached 18.06280296 12.30363548 -5.75917 ms    
      50th percentile service time country_agg_cached 1.467651688 1.393478829 -0.07417 ms    
      90th percentile service time country_agg_cached 1.777389366 1.689927001 -0.08746 ms    
      99th percentile service time country_agg_cached 2.282693414 3.276122157 0.99343 ms    
      99.9th percentile service time country_agg_cached 4.195660669 7.769071626 3.57341 ms    
      100th percentile service time country_agg_cached 16.24826528 11.39958762 -4.84868 ms    
      error rate country_agg_cached 0 0 0 %    
      Paged pull Min Throughput scroll 20.04421286 20.04208025 -0.00213 pages/s  
      Mean Throughput scroll 20.05368445 20.05111381 -0.00257 pages/s    
      Median Throughput scroll 20.05292541 20.05042813 -0.0025 pages/s    
      Max Throughput scroll 20.0660563 20.06287951 -0.00318 pages/s    
      50th percentile latency scroll 272.1138773 259.2352917 -12.87859 ms    
      90th percentile latency scroll 290.9470227 265.0907522 -25.85627 ms    
      99th percentile latency scroll 302.488716 284.5098141 -17.9789 ms    
      100th percentile latency scroll 303.7193846 297.6893578 -6.03003 ms    
      50th percentile service time scroll 270.1747189 257.1577448 -13.01697 ms    
      90th percentile service time scroll 289.0668329 263.437889 -25.62894 ms    
      99th percentile service time scroll 300.3281443 282.0971792 -18.23097 ms    
      100th percentile service time scroll 301.2135932 296.1045038 -5.10909 ms    
      error rate scroll 0 0 0 %    
      Script query (using expression script) Min Throughput expression 1.500956979 1.501441158 0.00048 ops/s  
      Mean Throughput expression 1.501160838 1.501741788 0.00058 ops/s    
      Median Throughput expression 1.501147998 1.501719862 0.00057 ops/s    
      Max Throughput expression 1.501414072 1.502131242 0.00072 ops/s    
      50th percentile latency expression 327.3259858 295.2159694 -32.11002 ms    
      90th percentile latency expression 342.0345129 317.3502734 -24.68424 ms    
      99th percentile latency expression 372.6446468 378.85094 6.20629 ms    
      100th percentile latency expression 396.7165332 417.1186928 20.40216 ms    
      50th percentile service time expression 325.855901 293.9883978 -31.8675 ms    
      90th percentile service time expression 340.6900207 316.3654443 -24.32458 ms    
      99th percentile service time expression 370.736203 377.514769 6.77857 ms    
      100th percentile service time expression 395.4625437 415.9661252 20.50358 ms    
      error rate expression 0 0 0 %    
      Script query (using painless static script without dynamically getting field values) Min Throughput painless_static 1.396916338 1.397483837 0.00057 ops/s  
      Mean Throughput painless_static 1.397478748 1.397943395 0.00046 ops/s    
      Median Throughput painless_static 1.397513941 1.397977624 0.00046 ops/s    
      Max Throughput painless_static 1.397920498 1.398303982 0.00038 ops/s    
      50th percentile latency painless_static 431.2919118 371.348965 -59.94295 ms    
      90th percentile latency painless_static 465.1254796 391.1945282 -73.93095 ms    
      99th percentile latency painless_static 512.2339443 437.3164341 -74.91751 ms    
      100th percentile latency painless_static 538.9131764 465.5702729 -73.3429 ms    
      50th percentile service time painless_static 429.9421017 369.791389 -60.15071 ms    
      90th percentile service time painless_static 463.2926716 390.19037 -73.1023 ms    
      99th percentile service time painless_static 511.3802825 434.9970652 -76.38322 ms    
      100th percentile service time painless_static 537.7559569 464.3589323 -73.39702 ms    
      error rate painless_static 0 0 0 %    
      Script query (using painless static script with dynamically getting field values) Min Throughput painless_dynamic 1.398724661 1.396323104 -0.0024 ops/s  
      Mean Throughput painless_dynamic 1.398964022 1.396996725 -0.00197 ops/s    
      Median Throughput painless_dynamic 1.398981831 1.397038282 -0.00194 ops/s    
      Max Throughput painless_dynamic 1.399149307 1.397521303 -0.00163 ops/s    
      50th percentile latency painless_dynamic 432.8310895 356.7619352 -76.06915 ms    
      90th percentile latency painless_dynamic 462.9847418 383.0218635 -79.96288 ms    
      99th percentile latency painless_dynamic 494.9476089 428.2430825 -66.70453 ms    
      100th percentile latency painless_dynamic 536.4017347 446.9218394 -89.4799 ms    
      50th percentile service time painless_dynamic 431.5832192 355.6409795 -75.94224 ms    
      90th percentile service time painless_dynamic 462.0900041 381.7875394 -80.30246 ms    
      99th percentile service time painless_dynamic 494.3205597 425.9035249 -68.41703 ms    
      100th percentile service time painless_dynamic 534.6057713 445.0034723 -89.6023 ms    
      error rate painless_dynamic 0 0 0 %    
      Geographic range query (based on Gaussian decay function) Min Throughput decay_geo_gauss_function_score 1.001927565 1.002114687 0.00019 ops/s  
      Mean Throughput decay_geo_gauss_function_score 1.002340802 1.002568849 0.00023 ops/s    
      Median Throughput decay_geo_gauss_function_score 1.002308555 1.002535216 0.00023 ops/s    
      Max Throughput decay_geo_gauss_function_score 1.002881625 1.003158744 0.00028 ops/s    
      50th percentile latency decay_geo_gauss_function_score 387.5082242 332.3548282 -55.1534 ms    
      90th percentile latency decay_geo_gauss_function_score 397.8741518 344.7444949 -53.12966 ms    
      99th percentile latency decay_geo_gauss_function_score 407.4444408 356.9588375 -50.4856 ms    
      100th percentile latency decay_geo_gauss_function_score 409.4531341 369.3594299 -40.0937 ms    
      50th percentile service time decay_geo_gauss_function_score 386.1244814 331.0354254 -55.08906 ms    
      90th percentile service time decay_geo_gauss_function_score 396.8515609 343.3262392 -53.52532 ms    
      99th percentile service time decay_geo_gauss_function_score 406.6675034 355.0055938 -51.66191 ms    
      100th percentile service time decay_geo_gauss_function_score 407.7369291 368.1781357 -39.55879 ms    
      error rate decay_geo_gauss_function_score 0 0 0 %    
      Geographic range query (based on Gaussian decay function with dynamically getting field values through script) Min Throughput decay_geo_gauss_script_score 1.001446744 1.001552191 0.00011 ops/s  
      Mean Throughput decay_geo_gauss_script_score 1.001755635 1.001885174 0.00013 ops/s    
      Median Throughput decay_geo_gauss_script_score 1.001731537 1.001860497 0.00013 ops/s    
      Max Throughput decay_geo_gauss_script_score 1.002160032 1.002318693 0.00016 ops/s    
      50th percentile latency decay_geo_gauss_script_score 411.4939715 334.8041 -76.68987 ms    
      90th percentile latency decay_geo_gauss_script_score 429.658707 345.120705 -84.538 ms    
      99th percentile latency decay_geo_gauss_script_score 453.6645598 355.949311 -97.71525 ms    
      100th percentile latency decay_geo_gauss_script_score 454.430094 358.0469266 -96.38317 ms    
      50th percentile service time decay_geo_gauss_script_score 409.7672189 333.3149343 -76.45228 ms    
      90th percentile service time decay_geo_gauss_script_score 428.3069702 343.9684012 -84.33857 ms    
      99th percentile service time decay_geo_gauss_script_score 451.8706388 354.2061434 -97.6645 ms    
      100th percentile service time decay_geo_gauss_script_score 452.8327445 356.5891208 -96.24362 ms    
      error rate decay_geo_gauss_script_score 0 0 0 %    
      Custom scoring function query (defining function based on field value) Min Throughput field_value_function_score 1.503388048 1.503875481 0.00049 ops/s  
      Mean Throughput field_value_function_score 1.504118746 1.504719285 0.0006 ops/s    
      Median Throughput field_value_function_score 1.504074621 1.504659173 0.00058 ops/s    
      Max Throughput field_value_function_score 1.505051463 1.505800982 0.00075 ops/s    
      50th percentile latency field_value_function_score 194.2629726 134.5724794 -59.69049 ms    
      90th percentile latency field_value_function_score 203.7090491 150.1895525 -53.5195 ms    
      99th percentile latency field_value_function_score 214.6481861 166.6002053 -48.04798 ms    
      100th percentile latency field_value_function_score 217.926288 184.5367327 -33.38956 ms    
      50th percentile service time field_value_function_score 192.3880568 133.1520383 -59.23602 ms    
      90th percentile service time field_value_function_score 202.3297952 148.4251454 -53.90465 ms    
      99th percentile service time field_value_function_score 213.3810514 165.5014484 -47.8796 ms    
      100th percentile service time field_value_function_score 215.2935127 183.1076834 -32.18583 ms    
      error rate field_value_function_score 0 0 0 %    
      Custom scoring function query (dynamically getting field values through script to calculate scores) Min Throughput field_value_script_score 1.499697369 1.500258349 0.00056 ops/s  
      Mean Throughput field_value_script_score 1.499757694 1.500311799 0.00055 ops/s    
      Median Throughput field_value_script_score 1.499759282 1.50030649 0.00055 ops/s    
      Max Throughput field_value_script_score 1.499799232 1.500380821 0.00058 ops/s    
      50th percentile latency field_value_script_score 240.0929602 174.8193153 -65.27364 ms    
      90th percentile latency field_value_script_score 250.0571281 188.9238266 -61.1333 ms    
      99th percentile latency field_value_script_score 270.1539508 215.9618342 -54.19212 ms    
      100th percentile latency field_value_script_score 291.1372129 229.1083755 -62.02884 ms    
      50th percentile service time field_value_script_score 238.8174967 173.5835276 -65.23397 ms    
      90th percentile service time field_value_script_score 248.7244156 187.4786591 -61.24576 ms    
      99th percentile service time field_value_script_score 268.9089779 214.8508051 -54.05817 ms    
      100th percentile service time field_value_script_score 290.2693953 228.2811021 -61.98829 ms    
      error rate field_value_script_score 0 0 0 %    
      Large terms query Min Throughput large_terms 1.101304601 1.100700963 -0.0006 ops/s  
      Mean Throughput large_terms 1.101582867 1.100849475 -0.00073 ops/s    
      Median Throughput large_terms 1.101561184 1.100839723 -0.00072 ops/s    
      Max Throughput large_terms 1.101945785 1.101043 -0.0009 ops/s    
      50th percentile latency large_terms 211.8277326 242.00767 30.17994 ms    
      90th percentile latency large_terms 231.8088979 252.8580495 21.04915 ms    
      99th percentile latency large_terms 251.2304624 265.9718477 14.74139 ms    
      100th percentile latency large_terms 255.3527635 269.8639119 14.51115 ms    
      50th percentile service time large_terms 203.8265727 233.9178906 30.09132 ms    
      90th percentile service time large_terms 223.8224964 245.1530447 21.33055 ms    
      99th percentile service time large_terms 241.849935 258.2161737 16.36624 ms    
      100th percentile service time large_terms 246.3486325 262.1599194 15.81129 ms    
      error rate large_terms 0 0 0 %    
      Large filtered terms query Min Throughput large_filtered_terms 1.102296697 1.10245872 0.00016 ops/s  
      Mean Throughput large_filtered_terms 1.102784885 1.102979701 0.00019 ops/s    
      Median Throughput large_filtered_terms 1.102747397 1.102939052 0.00019 ops/s    
      Max Throughput large_filtered_terms 1.103436209 1.103668743 0.00023 ops/s    
      50th percentile latency large_filtered_terms 227.9210831 243.4361419 15.51506 ms    
      90th percentile latency large_filtered_terms 249.2253724 255.9631401 6.73777 ms    
      99th percentile latency large_filtered_terms 263.3142567 276.256653 12.9424 ms    
      100th percentile latency large_filtered_terms 265.4732559 280.1711811 14.69793 ms    
      50th percentile service time large_filtered_terms 220.1946224 235.739741 15.54512 ms    
      90th percentile service time large_filtered_terms 241.1826614 248.5632175 7.38056 ms    
      99th percentile service time large_filtered_terms 255.2141531 268.2613158 13.04716 ms    
      100th percentile service time large_filtered_terms 256.941474 272.5524893 15.61102 ms    
      error rate large_filtered_terms 0 0 0 %    
      Large prohibited terms query Min Throughput large_prohibited_terms 1.102827031 1.102357904 -0.00047 ops/s  
      Mean Throughput large_prohibited_terms 1.103422713 1.102860804 -0.00056 ops/s    
      Median Throughput large_prohibited_terms 1.103376606 1.102821884 -0.00055 ops/s    
      Max Throughput large_prohibited_terms 1.104211668 1.103525116 -0.00069 ops/s    
      50th percentile latency large_prohibited_terms 202.5767318 232.1078526 29.53112 ms    
      90th percentile latency large_prohibited_terms 220.4174595 247.2566163 26.83916 ms    
      99th percentile latency large_prohibited_terms 234.3344817 266.7954953 32.46101 ms    
      100th percentile latency large_prohibited_terms 246.6131421 268.8084021 22.19526 ms    
      50th percentile service time large_prohibited_terms 193.9010601 224.5439067 30.64285 ms    
      90th percentile service time large_prohibited_terms 212.6108234 239.8692667 27.25844 ms    
      99th percentile service time large_prohibited_terms 226.4359237 258.9916089 32.55569 ms    
      100th percentile service time large_prohibited_terms 238.984541 260.8724702 21.88793 ms    
      error rate large_prohibited_terms 0 0 0 %    
      Descending order query Min Throughput desc_sort_population 1.504037884 1.504180086 0.00014 ops/s  
      Mean Throughput desc_sort_population 1.504907329 1.505087394 0.00018 ops/s    
      Median Throughput desc_sort_population 1.504841628 1.505025118 0.00018 ops/s    
      Max Throughput desc_sort_population 1.506034196 1.506249517 0.00022 ops/s    
      50th percentile latency desc_sort_population 61.13778474 54.50106226 -6.63672 ms    
      90th percentile latency desc_sort_population 73.92849587 69.35394919 -4.57455 ms    
      99th percentile latency desc_sort_population 85.77715084 86.2006122 0.42346 ms    
      100th percentile latency desc_sort_population 85.84200498 87.74290979 1.9009 ms    
      50th percentile service time desc_sort_population 59.92501229 53.58439684 -6.34062 ms    
      90th percentile service time desc_sort_population 72.30911367 68.09855495 -4.21056 ms    
      99th percentile service time desc_sort_population 84.09957183 84.57749833 0.47793 ms    
      100th percentile service time desc_sort_population 84.19063408 85.95814556 1.76751 ms    
      error rate desc_sort_population 0 0 0 %    
      Ascending order query Min Throughput asc_sort_population 1.504247142 1.504528234 0.00028 ops/s  
      Mean Throughput asc_sort_population 1.505166062 1.505508302 0.00034 ops/s    
      Median Throughput asc_sort_population 1.505099341 1.505440428 0.00034 ops/s    
      Max Throughput asc_sort_population 1.506349989 1.506767598 0.00042 ops/s    
      50th percentile latency asc_sort_population 63.16776341 62.82690261 -0.34086 ms    
      90th percentile latency asc_sort_population 78.09764324 75.61749704 -2.48015 ms    
      99th percentile latency asc_sort_population 87.33172638 84.58683862 -2.74489 ms    
      100th percentile latency asc_sort_population 87.89979294 85.19899659 -2.7008 ms    
      50th percentile service time asc_sort_population 61.90986466 61.71039958 -0.19947 ms    
      90th percentile service time asc_sort_population 76.55056985 74.45018981 -2.10038 ms    
      99th percentile service time asc_sort_population 85.81453795 83.30245529 -2.51208 ms    
      100th percentile service time asc_sort_population 86.60695888 84.05557927 -2.55138 ms    
      error rate asc_sort_population 0 0 0 %    
      search_after query with sorting in ascending order Min Throughput asc_sort_with_after_population 1.503017792 1.503506494 0.00049 ops/s  
      Mean Throughput asc_sort_with_after_population 1.503667166 1.504271472 0.0006 ops/s    
      Median Throughput asc_sort_with_after_population 1.503620246 1.504214876 0.00059 ops/s    
      Max Throughput asc_sort_with_after_population 1.504506304 1.505248472 0.00074 ops/s    
      50th percentile latency asc_sort_with_after_population 79.49512405 81.97531058 2.48019 ms    
      90th percentile latency asc_sort_with_after_population 94.07415418 97.05960844 2.98545 ms    
      99th percentile latency asc_sort_with_after_population 115.1407234 110.1778366 -4.96289 ms    
      100th percentile latency asc_sort_with_after_population 117.4867153 115.6357806 -1.85093 ms    
      50th percentile service time asc_sort_with_after_population 78.12653808 80.56232799 2.43579 ms    
      90th percentile service time asc_sort_with_after_population 92.57791536 96.00112103 3.42321 ms    
      99th percentile service time asc_sort_with_after_population 113.538067 108.2517642 -5.2863 ms    
      100th percentile service time asc_sort_with_after_population 116.0558164 114.5531256 -1.50269 ms    
      error rate asc_sort_with_after_population 0 0 0 %    
      Query with sorting high base fields in descending order (quickly getting topK based on DistanceFeatureQuery) Min Throughput desc_sort_geonameid 6.011806976 6.013534032 0.00173 ops/s  
      Mean Throughput desc_sort_geonameid 6.014040004 6.016121536 0.00208 ops/s    
      Median Throughput desc_sort_geonameid 6.013860893 6.015844404 0.00198 ops/s    
      Max Throughput desc_sort_geonameid 6.016975785 6.019491653 0.00252 ops/s    
      50th percentile latency desc_sort_geonameid 8.037513588 6.896098144 -1.14142 ms    
      90th percentile latency desc_sort_geonameid 8.790209144 7.481213845 -1.309 ms    
      99th percentile latency desc_sort_geonameid 20.16597 7.890859395 -12.27511 ms    
      100th percentile latency desc_sort_geonameid 22.69194461 8.130467497 -14.56148 ms    
      50th percentile service time desc_sort_geonameid 7.199986372 6.043605972 -1.15638 ms    
      90th percentile service time desc_sort_geonameid 7.634483464 6.330675445 -1.30381 ms    
      99th percentile service time desc_sort_geonameid 18.95111335 6.674837489 -12.27628 ms    
      100th percentile service time desc_sort_geonameid 22.06934988 6.795545109 -15.2738 ms    
      error rate desc_sort_geonameid 0 0 0 %    
      search_after query with sorting high base fields in descending order Min Throughput desc_sort_with_after_geonameid 6.003999251 6.002224615 -0.00177 ops/s  
      Mean Throughput desc_sort_with_after_geonameid 6.00483332 6.002715504 -0.00212 ops/s    
      Median Throughput desc_sort_with_after_geonameid 6.004831591 6.002684836 -0.00215 ops/s    
      Max Throughput desc_sort_with_after_geonameid 6.005864935 6.003257919 -0.00261 ops/s    
      50th percentile latency desc_sort_with_after_geonameid 64.12782287 69.3480419 5.22022 ms    
      90th percentile latency desc_sort_with_after_geonameid 79.63361973 85.98741582 6.3538 ms    
      99th percentile latency desc_sort_with_after_geonameid 87.09606319 91.30932659 4.21326 ms    
      100th percentile latency desc_sort_with_after_geonameid 88.47462852 91.78488795 3.31026 ms    
      50th percentile service time desc_sort_with_after_geonameid 63.23770666 68.51645093 5.27874 ms    
      90th percentile service time desc_sort_with_after_geonameid 78.83979175 85.22403594 6.38424 ms    
      99th percentile service time desc_sort_with_after_geonameid 86.525729 90.76162191 4.23589 ms    
      100th percentile service time desc_sort_with_after_geonameid 87.29847241 91.3709281 4.07246 ms    
      error rate desc_sort_with_after_geonameid 0 0 0 %    
      Query with sorting high base fields in ascending order (quickly getting topK based on DistanceFeatureQuery) Min Throughput asc_sort_geonameid 6.018840993 6.018470998 -0.00037 ops/s  
      Mean Throughput asc_sort_geonameid 6.022518134 6.022078364 -0.00044 ops/s    
      Median Throughput asc_sort_geonameid 6.022245684 6.021816641 -0.00043 ops/s    
      Max Throughput asc_sort_geonameid 6.027178807 6.026594943 -0.00058 ops/s    
      50th percentile latency asc_sort_geonameid 7.024060003 9.012220893 1.98816 ms    
      90th percentile latency asc_sort_geonameid 7.69297732 9.680523816 1.98755 ms    
      99th percentile latency asc_sort_geonameid 20.44826921 11.18117133 -9.2671 ms    
      100th percentile latency asc_sort_geonameid 21.87036537 11.28741447 -10.58295 ms    
      50th percentile service time asc_sort_geonameid 6.123304367 8.064015303 1.94071 ms    
      90th percentile service time asc_sort_geonameid 6.746383384 8.737695683 1.99131 ms    
      99th percentile service time asc_sort_geonameid 19.78318544 10.16213525 -9.62105 ms    
      100th percentile service time asc_sort_geonameid 21.25467733 10.39039157 -10.86429 ms    
      error rate asc_sort_geonameid 0 0 0 %    
      search_after query with sorting high base fields in ascending order Min Throughput asc_sort_with_after_geonameid 6.013236842 6.013266563 0.00003 ops/s  
      Mean Throughput asc_sort_with_after_geonameid 6.015849171 6.015858176 0.00001 ops/s    
      Median Throughput asc_sort_with_after_geonameid 6.015618744 6.015641333 0.00002 ops/s    
      Max Throughput asc_sort_with_after_geonameid 6.019167352 6.01911523 -0.00005 ops/s    
      50th percentile latency asc_sort_with_after_geonameid 60.27546292 64.3463349 4.07087 ms    
      90th percentile latency asc_sort_with_after_geonameid 78.63363056 85.38805693 6.75443 ms    
      99th percentile latency asc_sort_with_after_geonameid 89.31191583 91.7664034 2.45449 ms    
      100th percentile latency asc_sort_with_after_geonameid 90.85853212 91.9917766 1.13324 ms    
      50th percentile service time asc_sort_with_after_geonameid 59.692265 63.68059153 3.98833 ms    
      90th percentile service time asc_sort_with_after_geonameid 78.16235274 84.53184282 6.36949 ms    
      99th percentile service time asc_sort_with_after_geonameid 88.15484255 91.29356634 3.13872 ms    
      100th percentile service time asc_sort_with_after_geonameid 89.73695803 91.64701309 1.91006 ms    
      error rate asc_sort_with_after_geonameid 0 0 0 %    
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