varying threads

threads-2019-03-25-18:21:07-ClassOutput.txt

+# Experiments parameters
+ perf{
+      testBuildingBlocks="false";
+      PrivacyPreservation="true";
+      MLAlgorithm="vfdt";
+      runs_number ="1";
+      thread_number="14";
+      remoteClient="false";
+      Incremental="true";
+      OutputPath="/root/EXP/SC1/";
+      scenarioName ="cores";
+      debug="false";
+      maxTrainSize="100";
+      maxTestSize="400";
+ }
+
+ # The dataset configuration parameters
+ dataset{
+     mainPath = "/root/DAPPLE/";
+     path="/root/DAPPLE/DATA/Datasets/Adult/";
+     clearPath= "/root/DAPPLE/DATA/Datasets/Adult/";
+     chunk_prefix="DO";
+     class_number="2";
+     dimension="15";
+     chunk_number="16";
+ }
+
+ # The vfdt algorithm parameters
+ vfdt{
+     delta="0.000001";
+     tau="1";
+     grace="50";
+     max_depth="8";
+     threshold_number="2";
+ }
+
+ # DTPKC parameters
+ crypto{
+     deserialize="false";
+     pathSer="/root/DAPPLE/SER/";
+     keySize ="1024";
+     DTPKC_Err = "600";
+     ComputationalPrecision="1000";
+     useORE="false";
+     sendParaClient="true";
+     blindingSize="100";
+     encryptData="true";
+ }
+
+ # Naive Bayes parameters
+ nb{
+     LaplaceConstant="1";
+ }
+
+ #LR parameters
+
+ lr{
+    alpha="10000";
+    LRTH="0.5";
+    batchSize="30";
+    epochs="2";
+ }
+
+ # Network parameters
+ network{
+     portS="5001";
+     serverIP="10.144.4.7";
+ }

threads-2019-03-25-18:21:07-ClassOutput.txt.enc

+--------Run@1 over : 1---------
+TrainTime,TrainBd,TestServerTime,TestClientTime,TestBd,P,R,F1,TreeDepth, numberSplits, numberCriticalZone, CounterZero
+179545.304227,403200,8710.423267,0.000000,1612800,0.674848,0.648633,0.590039,2,2,2,14
+167896.729134,403200,14284.702936,0.000000,1612800,0.671472,0.639150,0.616786,4,2,2,21
+165307.704284,403200,18261.481606,0.000000,1612800,0.638802,0.697097,0.651481,6,2,2,25
+172122.845021,403200,19469.553417,0.000000,1612800,0.638802,0.697097,0.651481,6,2,2,31
+167397.813368,403200,21025.088719,0.000000,1612800,0.602988,0.731944,0.608045,6,2,2,46
+163346.575316,403200,22693.842256,0.000000,1612800,0.605532,0.767906,0.610347,7,1,1,10
+160268.251649,403200,24409.410272,0.000000,1612800,0.696494,0.678127,0.684432,8,2,2,37
+167555.991247,403200,25282.496119,0.000000,1612800,0.686427,0.683524,0.684917,8,2,2,41
+171670.262547,403200,26518.424539,0.000000,1612800,0.689109,0.684307,0.686547,8,2,2,41
+156306.010804,403200,26980.001174,0.000000,1612800,0.644692,0.747299,0.660940,8,2,2,104
+168423.831938,403200,27230.116328,0.000000,1612800,0.637723,0.722004,0.651903,8,2,2,31
+172937.356463,403200,27824.199952,0.000000,1612800,0.635179,0.703869,0.648140,8,2,2,27
+188154.076896,403200,29024.188650,0.000000,1612800,0.627131,0.707854,0.639268,8,2,2,34
+165076.418856,403200,29655.105471,0.000000,1612800,0.632358,0.726219,0.645871,8,2,2,42
+162679.958663,403200,30040.478550,0.000000,1612800,0.639604,0.707922,0.653167,8,2,2,40
+174274.598043,403200,30562.899763,0.000000,1612800,0.632358,0.726219,0.645871,8,2,2,36

threads-2019-03-25-19:10:28-ClassOutput.txt

+# Experiments parameters
+ perf{
+      testBuildingBlocks="false";
+      PrivacyPreservation="true";
+      MLAlgorithm="vfdt";
+      runs_number ="1";
+      thread_number="14";
+      remoteClient="false";
+      Incremental="true";
+      OutputPath="/root/EXP/SC1/";
+      scenarioName ="cores";
+      debug="false";
+      maxTrainSize="100";
+      maxTestSize="400";
+ }
+
+ # The dataset configuration parameters
+ dataset{
+     mainPath = "/root/DAPPLE/";
+     path="/root/DAPPLE/DATA/Datasets/Adult/";
+     clearPath= "/root/DAPPLE/DATA/Datasets/Adult/";
+     chunk_prefix="DO";
+     class_number="2";
+     dimension="15";
+     chunk_number="16";
+ }
+
+ # The vfdt algorithm parameters
+ vfdt{
+     delta="0.000001";
+     tau="1";
+     grace="50";
+     max_depth="8";
+     threshold_number="2";
+ }
+
+ # DTPKC parameters
+ crypto{
+     deserialize="false";
+     pathSer="/root/DAPPLE/SER/";
+     keySize ="1024";
+     DTPKC_Err = "600";
+     ComputationalPrecision="1000";
+     useORE="false";
+     sendParaClient="true";
+     blindingSize="100";
+     encryptData="true";
+ }
+
+ # Naive Bayes parameters
+ nb{
+     LaplaceConstant="1";
+ }
+
+ #LR parameters
+
+ lr{
+    alpha="10000";
+    LRTH="0.5";
+    batchSize="30";
+    epochs="2";
+ }
+
+ # Network parameters
+ network{
+     portS="5001";
+     serverIP="10.144.4.7";
+ }

threads-2019-03-25-19:10:28-ClassOutput.txt.enc

+--------Run@1 over : 1---------
+TrainTime,TrainBd,TestServerTime,TestClientTime,TestBd,P,R,F1,TreeDepth, numberSplits, numberCriticalZone, CounterZero
+176041.996420,403200,8513.751461,0.000000,1612800,0.674848,0.648633,0.590039,2,2,2,14
+164489.748246,403200,14004.821289,0.000000,1612800,0.671472,0.639150,0.616786,4,2,2,21
+162060.077032,403200,17958.569726,0.000000,1612800,0.638802,0.697097,0.651481,6,2,2,25
+168230.211624,403200,19075.758301,0.000000,1612800,0.638802,0.697097,0.651481,6,2,2,31
+164478.044280,403200,20667.720113,0.000000,1612800,0.602988,0.731944,0.608045,6,2,2,46
+156923.036086,403200,22336.116757,0.000000,1612800,0.605532,0.767906,0.610347,7,1,1,10
+157057.284583,403200,23961.690405,0.000000,1612800,0.696494,0.678127,0.684432,8,2,2,37
+165898.036320,403200,24731.003091,0.000000,1612800,0.686427,0.683524,0.684917,8,2,2,41
+168818.523205,403200,25896.620954,0.000000,1612800,0.689109,0.684307,0.686547,8,2,2,41
+154623.811823,403200,26442.209010,0.000000,1612800,0.644692,0.747299,0.660940,8,2,2,104
+165406.998902,403200,26723.328160,0.000000,1612800,0.637723,0.722004,0.651903,8,2,2,31
+168729.426570,403200,27196.036681,0.000000,1612800,0.635179,0.703869,0.648140,8,2,2,27
+180918.853431,403200,28448.175826,0.000000,1612800,0.627131,0.707854,0.639268,8,2,2,34
+159760.980468,403200,29104.974875,0.000000,1612800,0.632358,0.726219,0.645871,8,2,2,42
+159163.024551,403200,29391.367382,0.000000,1612800,0.639604,0.707922,0.653167,8,2,2,40
+166536.119789,403200,29800.481058,0.000000,1612800,0.632358,0.726219,0.645871,8,2,2,36

threads-2019-03-25-19:10:28-Config.txt

+0.6458710066305002
+0.6323579291418704
+0.7262187088274045

threads-2019-03-25-20:00:15-ClassOutput.txt

+# Experiments parameters
+ perf{
+      testBuildingBlocks="false";
+      PrivacyPreservation="true";
+      MLAlgorithm="vfdt";
+      runs_number ="1";
+      thread_number="14";
+      remoteClient="false";
+      Incremental="true";
+      OutputPath="/root/EXP/SC1/";
+      scenarioName ="cores";
+      debug="false";
+      maxTrainSize="100";
+      maxTestSize="400";
+ }
+
+ # The dataset configuration parameters
+ dataset{
+     mainPath = "/root/DAPPLE/";
+     path="/root/DAPPLE/DATA/Datasets/Adult/";
+     clearPath= "/root/DAPPLE/DATA/Datasets/Adult/";
+     chunk_prefix="DO";
+     class_number="2";
+     dimension="15";
+     chunk_number="16";
+ }
+
+ # The vfdt algorithm parameters
+ vfdt{
+     delta="0.000001";
+     tau="1";
+     grace="50";
+     max_depth="8";
+     threshold_number="2";
+ }
+
+ # DTPKC parameters
+ crypto{
+     deserialize="false";
+     pathSer="/root/DAPPLE/SER/";
+     keySize ="1024";
+     DTPKC_Err = "600";
+     ComputationalPrecision="1000";
+     useORE="false";
+     sendParaClient="true";
+     blindingSize="100";
+     encryptData="true";
+ }
+
+ # Naive Bayes parameters
+ nb{
+     LaplaceConstant="1";
+ }
+
+ #LR parameters
+
+ lr{
+    alpha="10000";
+    LRTH="0.5";
+    batchSize="30";
+    epochs="2";
+ }
+
+ # Network parameters
+ network{
+     portS="5001";
+     serverIP="10.144.4.7";
+ }