Hive-MR3 0.2 vs Hive-LLAP
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ABCDEFGHIJKLMNOPQRSTUVWXYZAAABACADAEAFAGAHAIAJAKALAMAN
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Indigo ClusterGold ClusterRed Cluster
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Hive-MR3Hive-LLAPHive-MR3Hive-LLAPHive-MR3Hive-LLAPHive-MR3Hive-LLAP
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Hive 2.2.0Hive 2.2.0Hive 2.2.0Hive 2.2.0
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Tez 0.9.1Tez 0.9.1Tez 0.9.1Tez 0.9.1
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query 18 to 20, repeat 10, 8 Beelinesquery 18 to 20, repeat 10, 8 Beelinesquery 18 to 20, repeat 10, 8 Beelinesquery 12 to 27, repeat 10, 8 Beelines
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Container/daemon memory
5GB80GB80GB8GB80GB80GB80GB80GB80GB80GB5GB80GB80GB8GB80GB80GB80GB80GB80GB80GB160GB160GB160GB160GB160GB160GB160GB160GB
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Number of executorsx1x16x16x1x10x10x16x16x10x10x1x16x16x1x10x10x16x16x10x10x10x10x10x10x10x10x10x10
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Headroom memory1GB6GB8GB1.6GB6GB8GB6GB8GB6GB8GB1GB6GB8GB1.6GB6GB8GB6GB8GB6GB8GB8GB8GB8GB8GB8GB8GB8GB8GB
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Cache size for LLAP I/O80GB80GB80GB80GB
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Running time (seconds)2722.2232894.8192915.3382988.413270.1273256.4033384.2063412.8023322.1563353.7464619.1514653.2075015.4875410.9355514.5325804.8624756.6292241.2372129.7262565.16412025.34613442.87213469.037
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Best running time with no failures
2722.2233322.1564619.1514756.6292129.7262565.16412025.34613469.037
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Speed-up against Hive-LLAP (%)
22.042.9820.4512.01
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query 18297.228246.654261.685243.81275.835276.623205.386210.974211.523210.455FAIL317.243344.937342.488350.73398.926FAIL297.135FAIL304.371271.555186.039FAIL159.39894.887132.084FAIL43.434query 12
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query 1993.85478.43674.087114.652106.639101.94698.91389.8989.36492.773157.694135.766188.791200.302200.063204.978160.84151.7941.65270.4105.082121.0987.819query 15
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query 2066.36279.37859.58970.135136.36652.61923.79313.56813.02416.185138.928146.2550.61184.23448.65323.38121.57911.1327.43510.347369.186346.283323.396query 17
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query 18149.044121.138135.246139.25108.244154.149133.533150.846156.101156.086211.102222.848288.192258.814286.474259.351248.29396.76487.357109.026127.858116.393114.11query 18
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query 1952.72349.68750.14692.90546.53792.02983.68689.61286.74595.015172.758191.137207.185186.905196.144245.818220.29248.09342.24964.82247.90241.71465.25query 19
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query 2079.91173.53584.3467.02134.772139.42732.82819.01512.84117.261101.981149.823197.074164.633116.49515.58817.85624.00285.31316.0897.48110.55915.77query 20
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query 18124.812140.828138.481146.02125.197114.311198.248205.794205.699203.287166.092144.036226.87239.073264.484246.412252.829108.7488.501154.2948.463144.36519.149query 21
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query 1959.08155.48282.0483.11146.2648.487115.686118.485115.276117.052171.688100.48790.809129.777182.005224.606158.27562.0546.83992.011204.154169.492209.826query 22
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query 2065.21477.7555.645110.594154.743153.52824.19524.06129.50324.087124.443123.023173.012166.296198.80243.75128.29919.04264.53613.118196.888163.782261.549query 25
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query 18125.604156.737150.437110.109131.467120.216212.443214.064199.561209.009199.815203.287222.429238.701219.799285.1285.304131.004102.953158.83647.43965.75365.162query 26
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query 1954.33857.94592.94778.49664.74554.50999.502116.645112.647116.03111.377260.717178.4109.054152.114245.939158.82869.4185.2294.11670.20660.0581.368query 27
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query 2070.78967.54944.61398.518135.676124.61828.87923.14823.32628.905107.197127.844105.333150.441158.14644.84628.70613.62974.87513.3519.17324.22710.76query 12
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query 18126.49149.064152.632103.168135.694136.167215.236209205.174198.84208.94196.471201.657258.509248.794297.087283.52140.46876.899159.7987.22971.23389.643query 15
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query 1965.90897.59690.73777.58563.95578.37114.076118.522115.285117.237101.43213.785149.299138.254122.419177.571152.04967.99870.40295.712344.236379.25369.278query 17
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query 2072.77835.72350.93174.41127.993102.1213.43622.36322.13424.809127.091129.92793.345112.183137.2727.32827.02616.48583.94715.065132.063151.43158.103query 18
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query 18116.736161.292150.848125.919123.935143.412223.798212.056208.258205.457218.622123.787226.219275.674244.098350.693285.105139.70371.62153.97666.38753.13294.771query 19
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query 1995.359109.27192.08468.12659.95975.882118.592115.03116.335116.911231.556159.151175.931257.968227.04461.308158.42771.77866.11796.23711.70117.64415.905query 20
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query 2087.70692.09843.69880.154137.229104.41622.99325.1823.68121.834149.578125.99155.933217.04422.92149.08927.27932.9356.5130.09614.605127.24912.97query 21
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query 1885.452122.701157.308132.871126.768138.651211.398215.799206.029206.481154.97160.369252.825176.592275.875265.14286.823125.93879.126135.679222.82159.807234.497query 22
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query 1980.96173.98683.26580.83863.66975.62118.976117.909114.219111.522137.673146.493171.372154.653244.141238.618163.21968.93458.924100.091201.984206.441230.54query 25
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query 20102.71162.46449.42379.496132.073116.68423.47924.70823.09623.985115.285112.90749.605181.211187.16536.26827.72883.9156.22712.09446.74855.72462.088query 26
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query 1877.214139.089151.573144.044125.195137.345215.106215.396208.543209.802149.562172.465231.004187.55168.365272.563288.50697.09790.18156.61364.93276.82870.987query 27
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query 1980.24955.13896.25490.25766.36450.484103.118114.11115.382115.93143.739179.659225.06163.074235.967286.598158.02644.75355.94695.13310.05330.54520.988query 12
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query 2094.00764.71144.29252.215133.13137.46235.329.08321.15321.849131.67834.293212.102178.589155.93633.55627.59678.27275.70815.62983.09965.19888.785query 15
37
query 18108.981153.064153.111155.251131.053142.926214.77214.984205.564208.722193.544235.822156.888198.466165.022357.584284.81398.418100.142161.158345.115376.39369.681query 17
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query 1956.07672.007104.76295.00691.9872.075120.376118.576114.73115.014169.699225.18137.958159.567193.419195.371199.06844.39550.24994.217132.383144.58158.699query 18
39
query 2091.87951.99871.1345.124108.483114.84821.58726.23829.65426.358117.783154.977153.299186.338149.42929.53229.35873.666.08215.68268.21459.66391.209query 19
40
query 1892.029167.832131.078159.064124.849138.967212.839212.94195.632201.454173.607134.539171.973175.172195.968349.214285.072101.05999.042153.03611.81117.46814.997query 20
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query 1941.93572.06853.18763.78442.89849.864119.091119.493118.163114.078103.10885.41870.895100.642109.438195.332157.20940.64631.32297.45210.349132.156.797query 21
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query 206.7929.5989.7696.4788.4198.64822.94325.31323.51427.31810.96711.8188.92810.4899.1645.10530.3327.6448.31421.696237.142186.682191.135query 22
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197.077181.137276.992query 25
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48.44666.79463.049query 26
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6350.13276.576query 27
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9.48246.78413.618query 12
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8419184.842query 15
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346.335281.217371.377query 17
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131.598111.654899.706query 18
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66.29945.936187.546query 19
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12.835141.076106.964query 20
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1011018.307query 21
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226.354191.359107.799query 22
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196.712133.412119.747query 25
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47.91373.84536.247query 26
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63.10629.31461.112query 27
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11.19757.0877.393query 12
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86.873220.761191.439query 15
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338.618266.77235.104query 17
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130.707100.661115.709query 18
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67.88998.47185.156query 19
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10.602116.67222.382query 20
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152.685102.76428.593query 21
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188.707207.88101.718query 22
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133.3594.463315.301query 25
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54.5428.30456.066query 26
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34.58366.22880.694query 27
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48.259281.39519.977query 12
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167.668147.91287.64query 15
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268.282125.436269.187query 17
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107.545102.689210.649query 18
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4520581.487query 19
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9.69134.27351.372query 20
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95.476112.29915.349query 21
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198.468115.31379.004query 22
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150.95588.1227.361query 25
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54.402247.957137.542query 26
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41.885170.94439.794query 27
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34.97275.27140.208query 12
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139.50463.46285.696query 15
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293.106343.167135.69query 17
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116.892210.519235.815query 18
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59.55577.46876.359query 19
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63.72566.39543.035query 20
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90.6357.75563.399query 21
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161.81399.352166.249query 22
87
138.227308.55197.891query 25
88
53.831157.27851.469query 26
89
40.39769.08374.978query 27
90
33.20421.008108.277query 12
91
137.968162.718157.25query 15
92
292.24238.049154.527query 17
93
116.849158.572.332query 18
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48.62694.5272.787query 19
95
13.60324.81914.579query 20
96
90.47219.18215.012query 21
97
190.488105.521244.361query 22
98
156.942304.054227.537query 25
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52.353159.46465.233query 26
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48.58373.46182.999query 27
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