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  1. #include <iostream>
  2. #include <random>
  3. #include <cmath>
  4. #include <algorithm>
  5. #include <cstdlib>
  6. using namespace std;
  7.  
  8. struct Process
  9. {
  10.     int pid;
  11.     double arrival_time;
  12.     double service_time;
  13. };
  14. double exponential(double lambda) // Generate Exponential Random Variable
  15. {
  16.     double u = (rand() + 1.0) / (RAND_MAX + 1.0); // Add 1 to avoid division by zero
  17.     double exp = -log(u) / lambda; // Calculate - ln(U) / lambda
  18.     return exp;
  19. }
  20. int main()
  21. {
  22.     // Problem 1
  23.     Process firstProc = Process();
  24.     Process workload[1000];
  25.     firstProc.pid = 1;
  26.     firstProc.arrival_time = 0; // Assume the simulation starts when the first process arrives
  27.     firstProc.service_time = exponential(1.0);
  28.     workload[0] = firstProc;
  29.     for (int i = 1; i < 1000; i++)
  30.     {
  31.         Process proc = Process();
  32.         proc.pid = i+1;
  33.         proc.arrival_time = workload[i-1].arrival_time + exponential(2.0);
  34.         proc.service_time = exponential(1.0);
  35.         workload[i] = proc;
  36.     }
  37.     double total_svc_time = 0;
  38.     for (Process p : workload)
  39.     {
  40.         cout << "<" << p.pid << ", " << p.arrival_time << ", " << p.service_time << ">" << '\n';
  41.         total_svc_time+= p.service_time;
  42.     }
  43.     double total_arrival_time = workload[999].arrival_time;
  44.     double avg_arrival_time = 999 / total_arrival_time;
  45.     double avg_svc_time = total_svc_time / 1000;
  46.     cout << "Actual average arrival time is: " << avg_arrival_time << '\n';
  47.     cout << "Actual average service time is: " << avg_svc_time << '\n';
  48.  
  49.     // Problem 2
  50.     // a)
  51.     int TOTAL_TIME = 365*24*20;
  52.     for (int i = 1; i <= 2; i++)
  53.     {
  54.         cout << "Simulation for Server " << i << '\n';
  55.         double current_time = 0;
  56.         double uptime;
  57.         double failure_time;
  58.         int fail_cnt = 0;
  59.         while (current_time < TOTAL_TIME)
  60.         {
  61.             uptime = exponential(1.0/500.0);
  62.             failure_time = current_time + uptime;
  63.             if (failure_time > TOTAL_TIME)
  64.             {
  65.                 break;
  66.             }
  67.             double restoration_time = failure_time + 10.0;
  68.             fail_cnt++;
  69.             cout << "Failure " << fail_cnt << " at " << failure_time;
  70.             cout << ", restoration time at " << restoration_time << " " << '\n';
  71.             current_time = restoration_time;
  72.         }
  73.         cout << '\n';
  74.     }
  75.     // b)
  76.     double total_fail_time = 0.0;
  77.     for (int i = 0; i < 500; i++)
  78.     {
  79.         srand(i+1);
  80.         while (1)
  81.         {
  82.             double fail_1 = exponential(1.0/500.0);
  83.             double fail_2 = exponential(1.0/500.0);
  84.             if (fail_1 < fail_2)
  85.             {
  86.                 if (fail_2 < fail_1 + 10.0)
  87.                 {
  88.                     total_fail_time += fail_2;
  89.                     break;
  90.                 }
  91.                 fail_1 += 10.0 + exponential(1.0/500.0);
  92.             }
  93.             else
  94.             {
  95.                 if (fail_1 < fail_2 + 10.0)
  96.                 {
  97.                     total_fail_time += fail_1;
  98.                     break;
  99.                 }
  100.             }
  101.         }
  102.     }
  103.     cout << "Avg. time before system failure over 500 simulations: " << total_fail_time/500.0;
  104. }
  105.  
Success #stdin #stdout 0.01s 5280KB
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stdin
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Standard input is empty
stdout
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<951, 472.744, 2.35469>
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<954, 474.553, 0.853564>
<955, 474.568, 1.3956>
<956, 474.873, 2.02193>
<957, 476.856, 2.78449>
<958, 476.96, 1.74743>
<959, 477.845, 1.31546>
<960, 478.754, 0.378493>
<961, 480.238, 0.111255>
<962, 480.398, 0.162688>
<963, 480.682, 0.486184>
<964, 480.931, 0.0499605>
<965, 481.336, 0.998436>
<966, 481.794, 0.26059>
<967, 482.178, 0.920576>
<968, 484.508, 0.475307>
<969, 484.526, 1.71915>
<970, 486.049, 0.0668924>
<971, 486.475, 0.526357>
<972, 487.821, 0.807803>
<973, 488.034, 0.127965>
<974, 488.273, 0.194943>
<975, 489.228, 0.245094>
<976, 489.567, 1.61135>
<977, 489.762, 1.45267>
<978, 491.265, 1.4103>
<979, 491.347, 0.420224>
<980, 492.163, 1.22421>
<981, 494, 0.51838>
<982, 495.37, 0.715939>
<983, 495.373, 2.60291>
<984, 496.475, 0.0428842>
<985, 497.162, 1.84506>
<986, 497.218, 0.385398>
<987, 497.363, 0.0397662>
<988, 498.399, 0.913091>
<989, 498.485, 0.29293>
<990, 499.233, 0.0109251>
<991, 499.552, 0.312059>
<992, 500.385, 1.57965>
<993, 500.403, 1.43454>
<994, 500.802, 0.204819>
<995, 500.857, 0.437803>
<996, 501.966, 0.0828605>
<997, 502.678, 1.75231>
<998, 503.125, 1.4494>
<999, 503.823, 0.65462>
<1000, 504.646, 0.691735>
Actual average arrival time is: 1.9796
Actual average service time is: 0.983572
Simulation for Server 1
Failure 1 at 194.559, restoration time at 204.559 
Failure 2 at 1430.96, restoration time at 1440.96 
Failure 3 at 2295.91, restoration time at 2305.91 
Failure 4 at 2732.07, restoration time at 2742.07 
Failure 5 at 4270.17, restoration time at 4280.17 
Failure 6 at 4870.78, restoration time at 4880.78 
Failure 7 at 4975.33, restoration time at 4985.33 
Failure 8 at 5044.75, restoration time at 5054.75 
Failure 9 at 6523.7, restoration time at 6533.7 
Failure 10 at 8013.21, restoration time at 8023.21 
Failure 11 at 8088.78, restoration time at 8098.78 
Failure 12 at 8369.7, restoration time at 8379.7 
Failure 13 at 8501.49, restoration time at 8511.49 
Failure 14 at 9871.68, restoration time at 9881.68 
Failure 15 at 10001, restoration time at 10011 
Failure 16 at 10155, restoration time at 10165 
Failure 17 at 10760.3, restoration time at 10770.3 
Failure 18 at 11488.3, restoration time at 11498.3 
Failure 19 at 11784.3, restoration time at 11794.3 
Failure 20 at 12601, restoration time at 12611 
Failure 21 at 12673, restoration time at 12683 
Failure 22 at 12880.8, restoration time at 12890.8 
Failure 23 at 13952.3, restoration time at 13962.3 
Failure 24 at 15005.1, restoration time at 15015.1 
Failure 25 at 15098.3, restoration time at 15108.3 
Failure 26 at 15426.8, restoration time at 15436.8 
Failure 27 at 15949.1, restoration time at 15959.1 
Failure 28 at 17140.9, restoration time at 17150.9 
Failure 29 at 18663.7, restoration time at 18673.7 
Failure 30 at 18971.1, restoration time at 18981.1 
Failure 31 at 19240.9, restoration time at 19250.9 
Failure 32 at 19410.9, restoration time at 19420.9 
Failure 33 at 19645.8, restoration time at 19655.8 
Failure 34 at 19782.8, restoration time at 19792.8 
Failure 35 at 20732.7, restoration time at 20742.7 
Failure 36 at 20932, restoration time at 20942 
Failure 37 at 22189.1, restoration time at 22199.1 
Failure 38 at 22209.1, restoration time at 22219.1 
Failure 39 at 22497.7, restoration time at 22507.7 
Failure 40 at 23506.9, restoration time at 23516.9 
Failure 41 at 25235.1, restoration time at 25245.1 
Failure 42 at 25644.5, restoration time at 25654.5 
Failure 43 at 25820.7, restoration time at 25830.7 
Failure 44 at 25932.3, restoration time at 25942.3 
Failure 45 at 26273.4, restoration time at 26283.4 
Failure 46 at 26625.1, restoration time at 26635.1 
Failure 47 at 26919.9, restoration time at 26929.9 
Failure 48 at 27029.3, restoration time at 27039.3 
Failure 49 at 27188, restoration time at 27198 
Failure 50 at 28217.4, restoration time at 28227.4 
Failure 51 at 30209.4, restoration time at 30219.4 
Failure 52 at 30453.5, restoration time at 30463.5 
Failure 53 at 30573, restoration time at 30583 
Failure 54 at 31570.8, restoration time at 31580.8 
Failure 55 at 31724.4, restoration time at 31734.4 
Failure 56 at 31949.7, restoration time at 31959.7 
Failure 57 at 32161.8, restoration time at 32171.8 
Failure 58 at 33278.7, restoration time at 33288.7 
Failure 59 at 33436.5, restoration time at 33446.5 
Failure 60 at 33613.4, restoration time at 33623.4 
Failure 61 at 33830.5, restoration time at 33840.5 
Failure 62 at 34381.4, restoration time at 34391.4 
Failure 63 at 34799.4, restoration time at 34809.4 
Failure 64 at 35413.5, restoration time at 35423.5 
Failure 65 at 36506.7, restoration time at 36516.7 
Failure 66 at 36776.4, restoration time at 36786.4 
Failure 67 at 36794.7, restoration time at 36804.7 
Failure 68 at 37616.6, restoration time at 37626.6 
Failure 69 at 37903.1, restoration time at 37913.1 
Failure 70 at 38206.4, restoration time at 38216.4 
Failure 71 at 38766.6, restoration time at 38776.6 
Failure 72 at 39025.9, restoration time at 39035.9 
Failure 73 at 41583.8, restoration time at 41593.8 
Failure 74 at 43092.4, restoration time at 43102.4 
Failure 75 at 43532.1, restoration time at 43542.1 
Failure 76 at 43867.3, restoration time at 43877.3 
Failure 77 at 44171.8, restoration time at 44181.8 
Failure 78 at 44187.3, restoration time at 44197.3 
Failure 79 at 44734.3, restoration time at 44744.3 
Failure 80 at 45350.2, restoration time at 45360.2 
Failure 81 at 46423.6, restoration time at 46433.6 
Failure 82 at 46943.5, restoration time at 46953.5 
Failure 83 at 46993.2, restoration time at 47003.2 
Failure 84 at 47043.4, restoration time at 47053.4 
Failure 85 at 47400.7, restoration time at 47410.7 
Failure 86 at 47607.9, restoration time at 47617.9 
Failure 87 at 47896.6, restoration time at 47906.6 
Failure 88 at 48801.9, restoration time at 48811.9 
Failure 89 at 48934, restoration time at 48944 
Failure 90 at 49518.6, restoration time at 49528.6 
Failure 91 at 49590.8, restoration time at 49600.8 
Failure 92 at 50006.4, restoration time at 50016.4 
Failure 93 at 50227.3, restoration time at 50237.3 
Failure 94 at 50799, restoration time at 50809 
Failure 95 at 50957.4, restoration time at 50967.4 
Failure 96 at 51097.9, restoration time at 51107.9 
Failure 97 at 51149.5, restoration time at 51159.5 
Failure 98 at 51319.2, restoration time at 51329.2 
Failure 99 at 51345.7, restoration time at 51355.7 
Failure 100 at 51707, restoration time at 51717 
Failure 101 at 52348.4, restoration time at 52358.4 
Failure 102 at 52960, restoration time at 52970 
Failure 103 at 54108, restoration time at 54118 
Failure 104 at 54738.8, restoration time at 54748.8 
Failure 105 at 55273.4, restoration time at 55283.4 
Failure 106 at 55604.5, restoration time at 55614.5 
Failure 107 at 55719.4, restoration time at 55729.4 
Failure 108 at 55779.3, restoration time at 55789.3 
Failure 109 at 56120.9, restoration time at 56130.9 
Failure 110 at 57071.5, restoration time at 57081.5 
Failure 111 at 57879.3, restoration time at 57889.3 
Failure 112 at 58116.9, restoration time at 58126.9 
Failure 113 at 58460.6, restoration time at 58470.6 
Failure 114 at 59504.1, restoration time at 59514.1 
Failure 115 at 59806.7, restoration time at 59816.7 
Failure 116 at 62015.7, restoration time at 62025.7 
Failure 117 at 62136.8, restoration time at 62146.8 
Failure 118 at 63167.9, restoration time at 63177.9 
Failure 119 at 64037.7, restoration time at 64047.7 
Failure 120 at 64316.6, restoration time at 64326.6 
Failure 121 at 64729.6, restoration time at 64739.6 
Failure 122 at 66129.4, restoration time at 66139.4 
Failure 123 at 67918.3, restoration time at 67928.3 
Failure 124 at 69067.5, restoration time at 69077.5 
Failure 125 at 69551.9, restoration time at 69561.9 
Failure 126 at 69691.5, restoration time at 69701.5 
Failure 127 at 69769.5, restoration time at 69779.5 
Failure 128 at 70369.4, restoration time at 70379.4 
Failure 129 at 70727.8, restoration time at 70737.8 
Failure 130 at 70824.7, restoration time at 70834.7 
Failure 131 at 70944.6, restoration time at 70954.6 
Failure 132 at 71078.2, restoration time at 71088.2 
Failure 133 at 72068.9, restoration time at 72078.9 
Failure 134 at 72128.6, restoration time at 72138.6 
Failure 135 at 73468.6, restoration time at 73478.6 
Failure 136 at 73834.4, restoration time at 73844.4 
Failure 137 at 74264.7, restoration time at 74274.7 
Failure 138 at 74338.2, restoration time at 74348.2 
Failure 139 at 74811.4, restoration time at 74821.4 
Failure 140 at 74848.9, restoration time at 74858.9 
Failure 141 at 76562.3, restoration time at 76572.3 
Failure 142 at 76828.7, restoration time at 76838.7 
Failure 143 at 77110.3, restoration time at 77120.3 
Failure 144 at 77422.7, restoration time at 77432.7 
Failure 145 at 77593.3, restoration time at 77603.3 
Failure 146 at 78594, restoration time at 78604 
Failure 147 at 78895.3, restoration time at 78905.3 
Failure 148 at 79226.4, restoration time at 79236.4 
Failure 149 at 79895.5, restoration time at 79905.5 
Failure 150 at 80057.7, restoration time at 80067.7 
Failure 151 at 81170.5, restoration time at 81180.5 
Failure 152 at 81348.8, restoration time at 81358.8 
Failure 153 at 81470.6, restoration time at 81480.6 
Failure 154 at 82468.3, restoration time at 82478.3 
Failure 155 at 82579.6, restoration time at 82589.6 
Failure 156 at 83428.1, restoration time at 83438.1 
Failure 157 at 83485.1, restoration time at 83495.1 
Failure 158 at 83681, restoration time at 83691 
Failure 159 at 84043.2, restoration time at 84053.2 
Failure 160 at 84501, restoration time at 84511 
Failure 161 at 84828.5, restoration time at 84838.5 
Failure 162 at 85445.5, restoration time at 85455.5 
Failure 163 at 86287.5, restoration time at 86297.5 
Failure 164 at 86497.3, restoration time at 86507.3 
Failure 165 at 87306.2, restoration time at 87316.2 
Failure 166 at 87991, restoration time at 88001 
Failure 167 at 88912.7, restoration time at 88922.7 
Failure 168 at 89150.7, restoration time at 89160.7 
Failure 169 at 90143.5, restoration time at 90153.5 
Failure 170 at 90445.6, restoration time at 90455.6 
Failure 171 at 90727.8, restoration time at 90737.8 
Failure 172 at 91614.4, restoration time at 91624.4 
Failure 173 at 92552.5, restoration time at 92562.5 
Failure 174 at 93475.3, restoration time at 93485.3 
Failure 175 at 93649.9, restoration time at 93659.9 
Failure 176 at 93722.9, restoration time at 93732.9 
Failure 177 at 94336.6, restoration time at 94346.6 
Failure 178 at 94986.9, restoration time at 94996.9 
Failure 179 at 95445.5, restoration time at 95455.5 
Failure 180 at 95739.5, restoration time at 95749.5 
Failure 181 at 97833.5, restoration time at 97843.5 
Failure 182 at 98172.5, restoration time at 98182.5 
Failure 183 at 98817.5, restoration time at 98827.5 
Failure 184 at 98929.7, restoration time at 98939.7 
Failure 185 at 99150.1, restoration time at 99160.1 
Failure 186 at 100324, restoration time at 100334 
Failure 187 at 103414, restoration time at 103424 
Failure 188 at 103708, restoration time at 103718 
Failure 189 at 103837, restoration time at 103847 
Failure 190 at 104198, restoration time at 104208 
Failure 191 at 104220, restoration time at 104230 
Failure 192 at 104805, restoration time at 104815 
Failure 193 at 104930, restoration time at 104940 
Failure 194 at 105842, restoration time at 105852 
Failure 195 at 105859, restoration time at 105869 
Failure 196 at 105871, restoration time at 105881 
Failure 197 at 106310, restoration time at 106320 
Failure 198 at 107272, restoration time at 107282 
Failure 199 at 107513, restoration time at 107523 
Failure 200 at 107809, restoration time at 107819 
Failure 201 at 107993, restoration time at 108003 
Failure 202 at 108784, restoration time at 108794 
Failure 203 at 108946, restoration time at 108956 
Failure 204 at 109030, restoration time at 109040 
Failure 205 at 109536, restoration time at 109546 
Failure 206 at 109938, restoration time at 109948 
Failure 207 at 110096, restoration time at 110106 
Failure 208 at 110306, restoration time at 110316 
Failure 209 at 110470, restoration time at 110480 
Failure 210 at 111422, restoration time at 111432 
Failure 211 at 112153, restoration time at 112163 
Failure 212 at 112307, restoration time at 112317 
Failure 213 at 112517, restoration time at 112527 
Failure 214 at 112857, restoration time at 112867 
Failure 215 at 113152, restoration time at 113162 
Failure 216 at 113722, restoration time at 113732 
Failure 217 at 113975, restoration time at 113985 
Failure 218 at 114268, restoration time at 114278 
Failure 219 at 114335, restoration time at 114345 
Failure 220 at 114800, restoration time at 114810 
Failure 221 at 116187, restoration time at 116197 
Failure 222 at 116267, restoration time at 116277 
Failure 223 at 116443, restoration time at 116453 
Failure 224 at 116530, restoration time at 116540 
Failure 225 at 118244, restoration time at 118254 
Failure 226 at 118428, restoration time at 118438 
Failure 227 at 118517, restoration time at 118527 
Failure 228 at 118919, restoration time at 118929 
Failure 229 at 119007, restoration time at 119017 
Failure 230 at 119381, restoration time at 119391 
Failure 231 at 121321, restoration time at 121331 
Failure 232 at 121619, restoration time at 121629 
Failure 233 at 121813, restoration time at 121823 
Failure 234 at 121961, restoration time at 121971 
Failure 235 at 122399, restoration time at 122409 
Failure 236 at 123792, restoration time at 123802 
Failure 237 at 124571, restoration time at 124581 
Failure 238 at 125469, restoration time at 125479 
Failure 239 at 125635, restoration time at 125645 
Failure 240 at 125670, restoration time at 125680 
Failure 241 at 126248, restoration time at 126258 
Failure 242 at 126274, restoration time at 126284 
Failure 243 at 126463, restoration time at 126473 
Failure 244 at 126477, restoration time at 126487 
Failure 245 at 126847, restoration time at 126857 
Failure 246 at 127522, restoration time at 127532 
Failure 247 at 128105, restoration time at 128115 
Failure 248 at 129259, restoration time at 129269 
Failure 249 at 129361, restoration time at 129371 
Failure 250 at 130149, restoration time at 130159 
Failure 251 at 130502, restoration time at 130512 
Failure 252 at 130567, restoration time at 130577 
Failure 253 at 131845, restoration time at 131855 
Failure 254 at 132607, restoration time at 132617 
Failure 255 at 132759, restoration time at 132769 
Failure 256 at 133862, restoration time at 133872 
Failure 257 at 133909, restoration time at 133919 
Failure 258 at 134169, restoration time at 134179 
Failure 259 at 134461, restoration time at 134471 
Failure 260 at 134593, restoration time at 134603 
Failure 261 at 135817, restoration time at 135827 
Failure 262 at 136090, restoration time at 136100 
Failure 263 at 136631, restoration time at 136641 
Failure 264 at 136765, restoration time at 136775 
Failure 265 at 137301, restoration time at 137311 
Failure 266 at 137441, restoration time at 137451 
Failure 267 at 137537, restoration time at 137547 
Failure 268 at 137833, restoration time at 137843 
Failure 269 at 137874, restoration time at 137884 
Failure 270 at 138160, restoration time at 138170 
Failure 271 at 138503, restoration time at 138513 
Failure 272 at 139185, restoration time at 139195 
Failure 273 at 139498, restoration time at 139508 
Failure 274 at 140281, restoration time at 140291 
Failure 275 at 140980, restoration time at 140990 
Failure 276 at 142711, restoration time at 142721 
Failure 277 at 143090, restoration time at 143100 
Failure 278 at 143382, restoration time at 143392 
Failure 279 at 144399, restoration time at 144409 
Failure 280 at 144994, restoration time at 145004 
Failure 281 at 145128, restoration time at 145138 
Failure 282 at 145364, restoration time at 145374 
Failure 283 at 146164, restoration time at 146174 
Failure 284 at 146250, restoration time at 146260 
Failure 285 at 146336, restoration time at 146346 
Failure 286 at 146367, restoration time at 146377 
Failure 287 at 146391, restoration time at 146401 
Failure 288 at 146520, restoration time at 146530 
Failure 289 at 146816, restoration time at 146826 
Failure 290 at 147133, restoration time at 147143 
Failure 291 at 147422, restoration time at 147432 
Failure 292 at 147645, restoration time at 147655 
Failure 293 at 148668, restoration time at 148678 
Failure 294 at 148721, restoration time at 148731 
Failure 295 at 149149, restoration time at 149159 
Failure 296 at 149525, restoration time at 149535 
Failure 297 at 149722, restoration time at 149732 
Failure 298 at 150375, restoration time at 150385 
Failure 299 at 151938, restoration time at 151948 
Failure 300 at 152180, restoration time at 152190 
Failure 301 at 152270, restoration time at 152280 
Failure 302 at 152572, restoration time at 152582 
Failure 303 at 152640, restoration time at 152650 
Failure 304 at 153111, restoration time at 153121 
Failure 305 at 153251, restoration time at 153261 
Failure 306 at 154240, restoration time at 154250 
Failure 307 at 154672, restoration time at 154682 
Failure 308 at 155377, restoration time at 155387 
Failure 309 at 155557, restoration time at 155567 
Failure 310 at 155854, restoration time at 155864 
Failure 311 at 156155, restoration time at 156165 
Failure 312 at 156520, restoration time at 156530 
Failure 313 at 157335, restoration time at 157345 
Failure 314 at 157479, restoration time at 157489 
Failure 315 at 158012, restoration time at 158022 
Failure 316 at 159435, restoration time at 159445 
Failure 317 at 159606, restoration time at 159616 
Failure 318 at 160181, restoration time at 160191 
Failure 319 at 160275, restoration time at 160285 
Failure 320 at 160906, restoration time at 160916 
Failure 321 at 160989, restoration time at 160999 
Failure 322 at 161434, restoration time at 161444 
Failure 323 at 161474, restoration time at 161484 
Failure 324 at 161486, restoration time at 161496 
Failure 325 at 162041, restoration time at 162051 
Failure 326 at 162542, restoration time at 162552 
Failure 327 at 162922, restoration time at 162932 
Failure 328 at 164778, restoration time at 164788 
Failure 329 at 165003, restoration time at 165013 
Failure 330 at 165338, restoration time at 165348 
Failure 331 at 165561, restoration time at 165571 
Failure 332 at 165914, restoration time at 165924 
Failure 333 at 167185, restoration time at 167195 
Failure 334 at 167501, restoration time at 167511 
Failure 335 at 167563, restoration time at 167573 
Failure 336 at 167653, restoration time at 167663 
Failure 337 at 167853, restoration time at 167863 
Failure 338 at 168417, restoration time at 168427 
Failure 339 at 169573, restoration time at 169583 
Failure 340 at 170048, restoration time at 170058 
Failure 341 at 170114, restoration time at 170124 
Failure 342 at 170332, restoration time at 170342 
Failure 343 at 170403, restoration time at 170413 
Failure 344 at 171594, restoration time at 171604 
Failure 345 at 172032, restoration time at 172042 
Failure 346 at 172763, restoration time at 172773 
Failure 347 at 173710, restoration time at 173720 
Failure 348 at 174672, restoration time at 174682 
Failure 349 at 174972, restoration time at 174982 

Simulation for Server 2
Failure 1 at 413.149, restoration time at 423.149 
Failure 2 at 852.423, restoration time at 862.423 
Failure 3 at 1297.14, restoration time at 1307.14 
Failure 4 at 1792.29, restoration time at 1802.29 
Failure 5 at 2235.78, restoration time at 2245.78 
Failure 6 at 2385.84, restoration time at 2395.84 
Failure 7 at 2537.44, restoration time at 2547.44 
Failure 8 at 2601.48, restoration time at 2611.48 
Failure 9 at 2735.33, restoration time at 2745.33 
Failure 10 at 3198.34, restoration time at 3208.34 
Failure 11 at 3642.49, restoration time at 3652.49 
Failure 12 at 4070.21, restoration time at 4080.21 
Failure 13 at 4128.86, restoration time at 4138.86 
Failure 14 at 4485.37, restoration time at 4495.37 
Failure 15 at 4507.55, restoration time at 4517.55 
Failure 16 at 4624.03, restoration time at 4634.03 
Failure 17 at 5156.31, restoration time at 5166.31 
Failure 18 at 5374.53, restoration time at 5384.53 
Failure 19 at 6371.8, restoration time at 6381.8 
Failure 20 at 6777.83, restoration time at 6787.83 
Failure 21 at 8250.49, restoration time at 8260.49 
Failure 22 at 9970.15, restoration time at 9980.15 
Failure 23 at 11069.4, restoration time at 11079.4 
Failure 24 at 11110.8, restoration time at 11120.8 
Failure 25 at 12153.3, restoration time at 12163.3 
Failure 26 at 12472.8, restoration time at 12482.8 
Failure 27 at 13352.8, restoration time at 13362.8 
Failure 28 at 13999, restoration time at 14009 
Failure 29 at 14196.1, restoration time at 14206.1 
Failure 30 at 14360.2, restoration time at 14370.2 
Failure 31 at 15005.6, restoration time at 15015.6 
Failure 32 at 16053.6, restoration time at 16063.6 
Failure 33 at 16984.3, restoration time at 16994.3 
Failure 34 at 17172.8, restoration time at 17182.8 
Failure 35 at 17525, restoration time at 17535 
Failure 36 at 17808.3, restoration time at 17818.3 
Failure 37 at 18211.5, restoration time at 18221.5 
Failure 38 at 18899.4, restoration time at 18909.4 
Failure 39 at 19280.1, restoration time at 19290.1 
Failure 40 at 20012, restoration time at 20022 
Failure 41 at 20228.3, restoration time at 20238.3 
Failure 42 at 20293.2, restoration time at 20303.2 
Failure 43 at 20503.6, restoration time at 20513.6 
Failure 44 at 20795.3, restoration time at 20805.3 
Failure 45 at 21268.4, restoration time at 21278.4 
Failure 46 at 21497.1, restoration time at 21507.1 
Failure 47 at 21994.4, restoration time at 22004.4 
Failure 48 at 22149.6, restoration time at 22159.6 
Failure 49 at 22753.2, restoration time at 22763.2 
Failure 50 at 23093.8, restoration time at 23103.8 
Failure 51 at 23906.4, restoration time at 23916.4 
Failure 52 at 24429, restoration time at 24439 
Failure 53 at 24738.9, restoration time at 24748.9 
Failure 54 at 25328, restoration time at 25338 
Failure 55 at 25943.6, restoration time at 25953.6 
Failure 56 at 26149.5, restoration time at 26159.5 
Failure 57 at 26239.3, restoration time at 26249.3 
Failure 58 at 26623.2, restoration time at 26633.2 
Failure 59 at 26655.8, restoration time at 26665.8 
Failure 60 at 26973.5, restoration time at 26983.5 
Failure 61 at 27768.2, restoration time at 27778.2 
Failure 62 at 28499, restoration time at 28509 
Failure 63 at 28712.4, restoration time at 28722.4 
Failure 64 at 29223.9, restoration time at 29233.9 
Failure 65 at 29266.8, restoration time at 29276.8 
Failure 66 at 30162.1, restoration time at 30172.1 
Failure 67 at 30200.1, restoration time at 30210.1 
Failure 68 at 30678.6, restoration time at 30688.6 
Failure 69 at 31112.9, restoration time at 31122.9 
Failure 70 at 31554.3, restoration time at 31564.3 
Failure 71 at 31797, restoration time at 31807 
Failure 72 at 33011.5, restoration time at 33021.5 
Failure 73 at 33594.3, restoration time at 33604.3 
Failure 74 at 34210.3, restoration time at 34220.3 
Failure 75 at 34428.7, restoration time at 34438.7 
Failure 76 at 34607.1, restoration time at 34617.1 
Failure 77 at 34646.3, restoration time at 34656.3 
Failure 78 at 36311.6, restoration time at 36321.6 
Failure 79 at 36707.7, restoration time at 36717.7 
Failure 80 at 37414.1, restoration time at 37424.1 
Failure 81 at 37720.5, restoration time at 37730.5 
Failure 82 at 37936.1, restoration time at 37946.1 
Failure 83 at 38195.6, restoration time at 38205.6 
Failure 84 at 39348.8, restoration time at 39358.8 
Failure 85 at 39370.5, restoration time at 39380.5 
Failure 86 at 39430.4, restoration time at 39440.4 
Failure 87 at 39566.4, restoration time at 39576.4 
Failure 88 at 39669.8, restoration time at 39679.8 
Failure 89 at 40165.8, restoration time at 40175.8 
Failure 90 at 40330.9, restoration time at 40340.9 
Failure 91 at 40838.1, restoration time at 40848.1 
Failure 92 at 41114.9, restoration time at 41124.9 
Failure 93 at 41140.2, restoration time at 41150.2 
Failure 94 at 42815.6, restoration time at 42825.6 
Failure 95 at 42849.5, restoration time at 42859.5 
Failure 96 at 42908.7, restoration time at 42918.7 
Failure 97 at 43708.7, restoration time at 43718.7 
Failure 98 at 43772, restoration time at 43782 
Failure 99 at 44387.4, restoration time at 44397.4 
Failure 100 at 44625.3, restoration time at 44635.3 
Failure 101 at 45203.7, restoration time at 45213.7 
Failure 102 at 45252.2, restoration time at 45262.2 
Failure 103 at 45423.7, restoration time at 45433.7 
Failure 104 at 45657.8, restoration time at 45667.8 
Failure 105 at 46417.1, restoration time at 46427.1 
Failure 106 at 46906.9, restoration time at 46916.9 
Failure 107 at 47437.7, restoration time at 47447.7 
Failure 108 at 48343.3, restoration time at 48353.3 
Failure 109 at 48787.6, restoration time at 48797.6 
Failure 110 at 48899.9, restoration time at 48909.9 
Failure 111 at 49349.5, restoration time at 49359.5 
Failure 112 at 49373.6, restoration time at 49383.6 
Failure 113 at 49752.8, restoration time at 49762.8 
Failure 114 at 51665, restoration time at 51675 
Failure 115 at 52978, restoration time at 52988 
Failure 116 at 53382, restoration time at 53392 
Failure 117 at 53429.7, restoration time at 53439.7 
Failure 118 at 53520.3, restoration time at 53530.3 
Failure 119 at 54159, restoration time at 54169 
Failure 120 at 54761.9, restoration time at 54771.9 
Failure 121 at 55040.3, restoration time at 55050.3 
Failure 122 at 55262.4, restoration time at 55272.4 
Failure 123 at 55329.5, restoration time at 55339.5 
Failure 124 at 55634.5, restoration time at 55644.5 
Failure 125 at 55830, restoration time at 55840 
Failure 126 at 55924, restoration time at 55934 
Failure 127 at 56321.7, restoration time at 56331.7 
Failure 128 at 56386.6, restoration time at 56396.6 
Failure 129 at 56544.3, restoration time at 56554.3 
Failure 130 at 56692.5, restoration time at 56702.5 
Failure 131 at 57019.9, restoration time at 57029.9 
Failure 132 at 58396.1, restoration time at 58406.1 
Failure 133 at 58595.8, restoration time at 58605.8 
Failure 134 at 59291.1, restoration time at 59301.1 
Failure 135 at 59476.6, restoration time at 59486.6 
Failure 136 at 59535, restoration time at 59545 
Failure 137 at 59770.5, restoration time at 59780.5 
Failure 138 at 61214, restoration time at 61224 
Failure 139 at 62522.5, restoration time at 62532.5 
Failure 140 at 63969.6, restoration time at 63979.6 
Failure 141 at 64048.2, restoration time at 64058.2 
Failure 142 at 64415.2, restoration time at 64425.2 
Failure 143 at 66201.4, restoration time at 66211.4 
Failure 144 at 66736.7, restoration time at 66746.7 
Failure 145 at 67081.5, restoration time at 67091.5 
Failure 146 at 68230.6, restoration time at 68240.6 
Failure 147 at 68349.3, restoration time at 68359.3 
Failure 148 at 68770.8, restoration time at 68780.8 
Failure 149 at 68804.5, restoration time at 68814.5 
Failure 150 at 70024.8, restoration time at 70034.8 
Failure 151 at 70182.2, restoration time at 70192.2 
Failure 152 at 70501.9, restoration time at 70511.9 
Failure 153 at 70660.3, restoration time at 70670.3 
Failure 154 at 70896, restoration time at 70906 
Failure 155 at 72095.9, restoration time at 72105.9 
Failure 156 at 72524.1, restoration time at 72534.1 
Failure 157 at 72898.9, restoration time at 72908.9 
Failure 158 at 73205, restoration time at 73215 
Failure 159 at 73770.4, restoration time at 73780.4 
Failure 160 at 74523.3, restoration time at 74533.3 
Failure 161 at 75116.3, restoration time at 75126.3 
Failure 162 at 75202.1, restoration time at 75212.1 
Failure 163 at 75828.7, restoration time at 75838.7 
Failure 164 at 75840.8, restoration time at 75850.8 
Failure 165 at 76939.7, restoration time at 76949.7 
Failure 166 at 76952.1, restoration time at 76962.1 
Failure 167 at 77012.7, restoration time at 77022.7 
Failure 168 at 77166.4, restoration time at 77176.4 
Failure 169 at 78653.1, restoration time at 78663.1 
Failure 170 at 78674.1, restoration time at 78684.1 
Failure 171 at 78791.5, restoration time at 78801.5 
Failure 172 at 78841, restoration time at 78851 
Failure 173 at 79230.9, restoration time at 79240.9 
Failure 174 at 79330.8, restoration time at 79340.8 
Failure 175 at 79988.6, restoration time at 79998.6 
Failure 176 at 80008.8, restoration time at 80018.8 
Failure 177 at 80050.9, restoration time at 80060.9 
Failure 178 at 81334.9, restoration time at 81344.9 
Failure 179 at 81780, restoration time at 81790 
Failure 180 at 81847.4, restoration time at 81857.4 
Failure 181 at 82751.9, restoration time at 82761.9 
Failure 182 at 83666.9, restoration time at 83676.9 
Failure 183 at 84099.3, restoration time at 84109.3 
Failure 184 at 84156.3, restoration time at 84166.3 
Failure 185 at 84277.6, restoration time at 84287.6 
Failure 186 at 84612.3, restoration time at 84622.3 
Failure 187 at 85156.6, restoration time at 85166.6 
Failure 188 at 85798.6, restoration time at 85808.6 
Failure 189 at 87101, restoration time at 87111 
Failure 190 at 87309.2, restoration time at 87319.2 
Failure 191 at 87657, restoration time at 87667 
Failure 192 at 88141.7, restoration time at 88151.7 
Failure 193 at 88467.1, restoration time at 88477.1 
Failure 194 at 88588.5, restoration time at 88598.5 
Failure 195 at 89078.5, restoration time at 89088.5 
Failure 196 at 89307.5, restoration time at 89317.5 
Failure 197 at 89431.8, restoration time at 89441.8 
Failure 198 at 90066.7, restoration time at 90076.7 
Failure 199 at 90540.4, restoration time at 90550.4 
Failure 200 at 90633, restoration time at 90643 
Failure 201 at 91307.5, restoration time at 91317.5 
Failure 202 at 92116.4, restoration time at 92126.4 
Failure 203 at 92256, restoration time at 92266 
Failure 204 at 92421.6, restoration time at 92431.6 
Failure 205 at 94071.2, restoration time at 94081.2 
Failure 206 at 95626.7, restoration time at 95636.7 
Failure 207 at 95806.3, restoration time at 95816.3 
Failure 208 at 95828.8, restoration time at 95838.8 
Failure 209 at 96883.7, restoration time at 96893.7 
Failure 210 at 97909.1, restoration time at 97919.1 
Failure 211 at 97990.4, restoration time at 98000.4 
Failure 212 at 98618, restoration time at 98628 
Failure 213 at 99238.6, restoration time at 99248.6 
Failure 214 at 99856.1, restoration time at 99866.1 
Failure 215 at 100668, restoration time at 100678 
Failure 216 at 101853, restoration time at 101863 
Failure 217 at 101963, restoration time at 101973 
Failure 218 at 102277, restoration time at 102287 
Failure 219 at 102774, restoration time at 102784 
Failure 220 at 102839, restoration time at 102849 
Failure 221 at 103613, restoration time at 103623 
Failure 222 at 103683, restoration time at 103693 
Failure 223 at 104327, restoration time at 104337 
Failure 224 at 104481, restoration time at 104491 
Failure 225 at 104679, restoration time at 104689 
Failure 226 at 104893, restoration time at 104903 
Failure 227 at 105368, restoration time at 105378 
Failure 228 at 105742, restoration time at 105752 
Failure 229 at 105777, restoration time at 105787 
Failure 230 at 105905, restoration time at 105915 
Failure 231 at 106469, restoration time at 106479 
Failure 232 at 107246, restoration time at 107256 
Failure 233 at 107259, restoration time at 107269 
Failure 234 at 108411, restoration time at 108421 
Failure 235 at 108448, restoration time at 108458 
Failure 236 at 110204, restoration time at 110214 
Failure 237 at 111171, restoration time at 111181 
Failure 238 at 111389, restoration time at 111399 
Failure 239 at 113964, restoration time at 113974 
Failure 240 at 114627, restoration time at 114637 
Failure 241 at 114753, restoration time at 114763 
Failure 242 at 114831, restoration time at 114841 
Failure 243 at 115130, restoration time at 115140 
Failure 244 at 116362, restoration time at 116372 
Failure 245 at 117260, restoration time at 117270 
Failure 246 at 117405, restoration time at 117415 
Failure 247 at 118267, restoration time at 118277 
Failure 248 at 118282, restoration time at 118292 
Failure 249 at 118882, restoration time at 118892 
Failure 250 at 119182, restoration time at 119192 
Failure 251 at 119254, restoration time at 119264 
Failure 252 at 119586, restoration time at 119596 
Failure 253 at 119999, restoration time at 120009 
Failure 254 at 120912, restoration time at 120922 
Failure 255 at 121569, restoration time at 121579 
Failure 256 at 122585, restoration time at 122595 
Failure 257 at 122689, restoration time at 122699 
Failure 258 at 122900, restoration time at 122910 
Failure 259 at 123152, restoration time at 123162 
Failure 260 at 123287, restoration time at 123297 
Failure 261 at 123685, restoration time at 123695 
Failure 262 at 123723, restoration time at 123733 
Failure 263 at 123735, restoration time at 123745 
Failure 264 at 124142, restoration time at 124152 
Failure 265 at 125666, restoration time at 125676 
Failure 266 at 125706, restoration time at 125716 
Failure 267 at 126080, restoration time at 126090 
Failure 268 at 126905, restoration time at 126915 
Failure 269 at 127167, restoration time at 127177 
Failure 270 at 127535, restoration time at 127545 
Failure 271 at 127926, restoration time at 127936 
Failure 272 at 128399, restoration time at 128409 
Failure 273 at 128918, restoration time at 128928 
Failure 274 at 130702, restoration time at 130712 
Failure 275 at 131077, restoration time at 131087 
Failure 276 at 131403, restoration time at 131413 
Failure 277 at 131530, restoration time at 131540 
Failure 278 at 131744, restoration time at 131754 
Failure 279 at 132081, restoration time at 132091 
Failure 280 at 133246, restoration time at 133256 
Failure 281 at 134004, restoration time at 134014 
Failure 282 at 134468, restoration time at 134478 
Failure 283 at 134714, restoration time at 134724 
Failure 284 at 134924, restoration time at 134934 
Failure 285 at 135217, restoration time at 135227 
Failure 286 at 135281, restoration time at 135291 
Failure 287 at 135399, restoration time at 135409 
Failure 288 at 135872, restoration time at 135882 
Failure 289 at 136166, restoration time at 136176 
Failure 290 at 136608, restoration time at 136618 
Failure 291 at 137488, restoration time at 137498 
Failure 292 at 139299, restoration time at 139309 
Failure 293 at 139810, restoration time at 139820 
Failure 294 at 140703, restoration time at 140713 
Failure 295 at 141081, restoration time at 141091 
Failure 296 at 141530, restoration time at 141540 
Failure 297 at 142624, restoration time at 142634 
Failure 298 at 142653, restoration time at 142663 
Failure 299 at 142909, restoration time at 142919 
Failure 300 at 143085, restoration time at 143095 
Failure 301 at 143493, restoration time at 143503 
Failure 302 at 144777, restoration time at 144787 
Failure 303 at 145873, restoration time at 145883 
Failure 304 at 145986, restoration time at 145996 
Failure 305 at 147114, restoration time at 147124 
Failure 306 at 147383, restoration time at 147393 
Failure 307 at 147926, restoration time at 147936 
Failure 308 at 147989, restoration time at 147999 
Failure 309 at 148671, restoration time at 148681 
Failure 310 at 148754, restoration time at 148764 
Failure 311 at 148765, restoration time at 148775 
Failure 312 at 149137, restoration time at 149147 
Failure 313 at 149807, restoration time at 149817 
Failure 314 at 150055, restoration time at 150065 
Failure 315 at 150993, restoration time at 151003 
Failure 316 at 151094, restoration time at 151104 
Failure 317 at 151430, restoration time at 151440 
Failure 318 at 151460, restoration time at 151470 
Failure 319 at 152205, restoration time at 152215 
Failure 320 at 153429, restoration time at 153439 
Failure 321 at 153921, restoration time at 153931 
Failure 322 at 154382, restoration time at 154392 
Failure 323 at 155471, restoration time at 155481 
Failure 324 at 155626, restoration time at 155636 
Failure 325 at 155911, restoration time at 155921 
Failure 326 at 156181, restoration time at 156191 
Failure 327 at 157094, restoration time at 157104 
Failure 328 at 157288, restoration time at 157298 
Failure 329 at 157590, restoration time at 157600 
Failure 330 at 157728, restoration time at 157738 
Failure 331 at 158184, restoration time at 158194 
Failure 332 at 160556, restoration time at 160566 
Failure 333 at 160645, restoration time at 160655 
Failure 334 at 160979, restoration time at 160989 
Failure 335 at 161087, restoration time at 161097 
Failure 336 at 161117, restoration time at 161127 
Failure 337 at 162189, restoration time at 162199 
Failure 338 at 163097, restoration time at 163107 
Failure 339 at 163183, restoration time at 163193 
Failure 340 at 163675, restoration time at 163685 
Failure 341 at 165440, restoration time at 165450 
Failure 342 at 165527, restoration time at 165537 
Failure 343 at 165609, restoration time at 165619 
Failure 344 at 166226, restoration time at 166236 
Failure 345 at 166604, restoration time at 166614 
Failure 346 at 168518, restoration time at 168528 
Failure 347 at 169545, restoration time at 169555 
Failure 348 at 169555, restoration time at 169565 
Failure 349 at 169573, restoration time at 169583 
Failure 350 at 170093, restoration time at 170103 
Failure 351 at 171319, restoration time at 171329 
Failure 352 at 171833, restoration time at 171843 
Failure 353 at 171976, restoration time at 171986 
Failure 354 at 172783, restoration time at 172793 
Failure 355 at 173881, restoration time at 173891 
Failure 356 at 174425, restoration time at 174435 
Failure 357 at 174548, restoration time at 174558 
Failure 358 at 175198, restoration time at 175208 

Avg. time before system failure over 500 simulations: 252.193
https://ideone.com/ZunBHN
language:
C++14 (gcc 8.3)
created:
12 days ago
visibility:
public

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