{ "policy": { "desks": "Held while away until exit; no desk free goes to a free focus seat held as the day’s base.", "noSeat": "If no desk or focus seat is available, leave without doing the working day; there is no seat wait.", "completed": "run.completed includes jobs leaving without a seat; examine noSeat alongside wait and completions.", "focusUtilization": "Resource utilization covers focus activities, not all-day held focus seats; shortage/overflow counts are measured process entries." }, "seeds": [ 20261012, 20261013, 20261014, 20261015, 20261016, 20261017, 20261018, 20261019, 20261020, 20261021, 20261022, 20261023, 20261024, 20261025, 20261026, 20261027, 20261028, 20261029, 20261030, 20261031 ], "runs": 20, "tInterval": "95 % Student t (19 d.f.) over 20 paired seeds", "engineVersion": "process-des-2.7.0", "horizonSeconds": 50400, "options": { "A": { "arrived": { "mean": 46.25, "low": 43.3416, "high": 49.1584, "min": 34, "max": 54, "stdev": 6.2144 }, "completedByHorizon": { "mean": 45.3, "low": 42.5163, "high": 48.0837, "min": 34, "max": 53, "stdev": 5.948 }, "blocked": { "mean": 0, "low": 0, "high": 0, "min": 0, "max": 0, "stdev": 0 }, "waitPerStaffMeanSeconds": { "mean": 993.1246, "low": 726.3516, "high": 1259.8976, "min": 249.412, "max": 1920.74, "stdev": 570.0168 }, "cycleMeanSeconds": { "mean": 25861.98, "low": 25461.3908, "high": 26262.5692, "min": 23949.2, "max": 27229.8, "stdev": 855.9433 }, "deskShortage": { "perSeed": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "mean": 0, "low": 0, "high": 0, "min": 0, "max": 0, "stdev": 0, "seedsWithShortage": 0 }, "deskCount": 80, "noSeat": { "perSeed": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "mean": 0, "low": 0, "high": 0, "min": 0, "max": 0, "stdev": 0, "seedsWithNoSeat": 0 }, "overflowFocus": { "perSeed": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "mean": 0, "low": 0, "high": 0, "min": 0, "max": 0, "stdev": 0 }, "noDeskEntered": 0, "noSeatEntered": 0, "focusFallback": null, "boothFallback": { "perSeed": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "mean": 0, "low": 0, "high": 0, "min": 0, "max": 0, "stdev": 0, "callsTried": 93.9, "callsAtDeskEntered": 0 }, "meetings": { "meeting-small": { "bookingsPerDay": 12.45, "processTimeMeanSeconds": 3654.9777 }, "meeting-medium": { "bookingsPerDay": 6.15, "processTimeMeanSeconds": 4602.3559 }, "meeting-large": { "bookingsPerDay": 3.3, "processTimeMeanSeconds": 6117.2997 }, "attend": { "bookingsPerDay": 77.3, "processTimeMeanSeconds": 2279.6227 } }, "rooms": { "a-board-table": { "utilization": 0.5648, "waitMean": { "mean": 2402.6815, "low": 1811.3151, "high": 2994.0479, "min": 397.02, "max": 5545.28, "stdev": 1263.5791 }, "waitMax": { "mean": 6581.5825, "low": 5300.683, "high": 7862.482, "min": 2338.88, "max": 14505.6, "stdev": 2736.912 }, "queueMax": { "mean": 2.85, "low": 2.3401, "high": 3.3599, "min": 1, "max": 6, "stdev": 1.0894 } }, "a-meet6-table": { "utilization": 0.4518, "waitMean": { "mean": 1594.5742, "low": 983.1326, "high": 2206.0158, "min": 0, "max": 4503.65, "stdev": 1306.4738 }, "waitMax": { "mean": 4016.414, "low": 2983.7015, "high": 5049.1265, "min": 0, "max": 7541.08, "stdev": 2206.6081 }, "queueMax": { "mean": 2.35, "low": 1.7968, "high": 2.9032, "min": 0, "max": 4, "stdev": 1.1821 } } }, "runWarnings": [ "Job timelines are kept for the first 500 jobs and 500 entries in all (traceLimit); result.jobs lists those jobs. Aggregate metrics include all jobs.", "Process phone-at-desk is not reached from any arrival stream and was not validated.", "Process focus-at-desk is not reached from any arrival stream and was not validated.", "Runs with seeds 20261013, 20261018, 20261020, 20261021, 20261022, 20261023, 20261024, 20261025, 20261026, 20261028, 20261029, 20261030 reported warnings the first run did not (horizon). Their measures are in replicates and spread; the warnings listed are the first run's." ], "groups": { "desks": null, "rooms": { "count": 2, "utilizationMean": 0.5083 }, "focus": null, "booths": null }, "warnings": [ "timeline.truncated", "process.unreachable", "process.unreachable", "runs.warnings" ], "firstRun": { "planned": 46, "arrived": 46, "completed": 46, "inProgress": 0, "pendingArrivals": 0, "waiting": 0, "totalWaitSeconds": 37116.21924621371, "averageWaitSeconds": 806.8743314394285, "maxWaitSeconds": 6075.894767259117, "averageCompletedCycleSeconds": 25790.042322576497, "maxCompletedCycleSeconds": 35831.482630611186, "totalDistanceMeters": 3734.0239388595924, "blocked": 0 } }, "B": { "arrived": { "mean": 46.25, "low": 43.3416, "high": 49.1584, "min": 34, "max": 54, "stdev": 6.2144 }, "completedByHorizon": { "mean": 45.7, "low": 42.8146, "high": 48.5854, "min": 34, "max": 54, "stdev": 6.1653 }, "blocked": { "mean": 0, "low": 0, "high": 0, "min": 0, "max": 0, "stdev": 0 }, "waitPerStaffMeanSeconds": { "mean": 174.5842, "low": 94.7434, "high": 254.425, "min": 18.4585, "max": 764.449, "stdev": 170.5967 }, "cycleMeanSeconds": { "mean": 25200.43, "low": 24862.4229, "high": 25538.4371, "min": 23761.4, "max": 26453.7, "stdev": 722.2236 }, "deskShortage": { "perSeed": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "mean": 0, "low": 0, "high": 0, "min": 0, "max": 0, "stdev": 0, "seedsWithShortage": 0 }, "deskCount": 54, "noSeat": { "perSeed": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "mean": 0, "low": 0, "high": 0, "min": 0, "max": 0, "stdev": 0, "seedsWithNoSeat": 0 }, "overflowFocus": { "perSeed": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "mean": 0, "low": 0, "high": 0, "min": 0, "max": 0, "stdev": 0 }, "noDeskEntered": 0, "noSeatEntered": 0, "focusFallback": { "perSeed": [ 4, 6, 7, 8, 6, 4, 6, 2, 7, 1, 10, 6, 5, 0, 3, 0, 16, 10, 1, 0 ], "mean": 5.1, "low": 3.198, "high": 7.002, "min": 0, "max": 16, "stdev": 4.064, "focusBlocksTried": 38.65, "focusAtDeskEntered": 5.1 }, "boothFallback": { "perSeed": [ 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 2, 1, 0, 0, 0, 0, 1, 1, 0, 0 ], "mean": 0.4, "low": 0.12, "high": 0.68, "min": 0, "max": 2, "stdev": 0.5982, "callsTried": 93.9, "callsAtDeskEntered": 0.4 }, "meetings": { "meeting-small": { "bookingsPerDay": 12.45, "processTimeMeanSeconds": 1888.9402 }, "meeting-medium": { "bookingsPerDay": 6.2, "processTimeMeanSeconds": 3066.6629 }, "meeting-large": { "bookingsPerDay": 3.3, "processTimeMeanSeconds": 4741.1886 }, "attend": { "bookingsPerDay": 77.35, "processTimeMeanSeconds": 2280.6737 } }, "rooms": { "b-large-table": { "utilization": 0.3742, "waitMean": { "mean": 851.8025, "low": 424.2826, "high": 1279.3223, "min": 0, "max": 3259.39, "stdev": 913.4862 }, "waitMax": { "mean": 2780.5966, "low": 1723.9501, "high": 3837.2431, "min": 0, "max": 8561.34, "stdev": 2257.7481 }, "queueMax": { "mean": 1.25, "low": 0.9511, "high": 1.5489, "min": 0, "max": 3, "stdev": 0.6387 } }, "b-m1-table": { "utilization": 0.1719, "waitMean": { "mean": 134.5115, "low": 37.4849, "high": 231.538, "min": 0, "max": 742.842, "stdev": 207.3177 }, "waitMax": { "mean": 522.2555, "low": 175.8658, "high": 868.6452, "min": 0, "max": 1999.78, "stdev": 740.1348 }, "queueMax": { "mean": 0.4, "low": 0.1648, "high": 0.6352, "min": 0, "max": 1, "stdev": 0.5026 } }, "b-m2-table": { "utilization": 0.1668, "waitMean": { "mean": 105.4985, "low": -9.205, "high": 220.202, "min": 0, "max": 943.415, "stdev": 245.0883 }, "waitMax": { "mean": 437.7998, "low": 4.5337, "high": 871.0658, "min": 0, "max": 3066.97, "stdev": 925.7642 }, "queueMax": { "mean": 0.25, "low": 0.0421, "high": 0.4579, "min": 0, "max": 1, "stdev": 0.4443 } }, "b-s1-table": { "utilization": 0.1372, "waitMean": { "mean": 89.0383, "low": 7.6278, "high": 170.4489, "min": 0, "max": 592.341, "stdev": 173.9509 }, "waitMax": { "mean": 394.8266, "low": 44.4483, "high": 745.2048, "min": 0, "max": 2369.36, "stdev": 748.6571 }, "queueMax": { "mean": 0.35, "low": 0.121, "high": 0.579, "min": 0, "max": 1, "stdev": 0.4894 } }, "b-s2-table": { "utilization": 0.0634, "waitMean": { "mean": 55.6009, "low": -23.7013, "high": 134.9031, "min": 0, "max": 667.051, "stdev": 169.4459 }, "waitMax": { "mean": 170.1415, "low": -69.725, "high": 410.008, "min": 0, "max": 2023.49, "stdev": 512.5254 }, "queueMax": { "mean": 0.15, "low": -0.0215, "high": 0.3215, "min": 0, "max": 1, "stdev": 0.3663 } }, "b-s3-table": { "utilization": 0.1057, "waitMean": { "mean": 80.8557, "low": -9.975, "high": 171.6864, "min": 0, "max": 809.64, "stdev": 194.079 }, "waitMax": { "mean": 252.9649, "low": 3.2732, "high": 502.6566, "min": 0, "max": 1978.34, "stdev": 533.5189 }, "queueMax": { "mean": 0.25, "low": 0.0421, "high": 0.4579, "min": 0, "max": 1, "stdev": 0.4443 } } }, "runWarnings": [ "Job timelines are kept for the first 500 jobs and 500 entries in all (traceLimit); result.jobs lists those jobs. Aggregate metrics include all jobs.", "Runs with seeds 20261013, 20261021, 20261022, 20261024, 20261025, 20261026, 20261028, 20261029, 20261030 reported warnings the first run did not (horizon). Their measures are in replicates and spread; the warnings listed are the first run's." ], "groups": { "desks": null, "rooms": { "count": 6, "utilizationMean": 0.1699 }, "focus": { "count": 7, "utilizationMean": 0.3856 }, "booths": { "count": 6, "utilizationMean": 0.1848 } }, "warnings": [ "timeline.truncated", "runs.warnings" ], "firstRun": { "planned": 46, "arrived": 46, "completed": 46, "inProgress": 0, "pendingArrivals": 0, "waiting": 0, "totalWaitSeconds": 12115.987367609368, "averageWaitSeconds": 263.3910297306384, "maxWaitSeconds": 4683.193838534808, "averageCompletedCycleSeconds": 25306.998893014934, "maxCompletedCycleSeconds": 35955.025109197406, "totalDistanceMeters": 7070.304881386843, "blocked": 0 } }, "R02": { "arrived": { "mean": 46.25, "low": 43.3416, "high": 49.1584, "min": 34, "max": 54, "stdev": 6.2144 }, "completedByHorizon": { "mean": 45.65, "low": 42.796, "high": 48.504, "min": 34, "max": 53, "stdev": 6.0981 }, "blocked": { "mean": 0, "low": 0, "high": 0, "min": 0, "max": 0, "stdev": 0 }, "waitPerStaffMeanSeconds": { "mean": 255.2107, "low": 162.4013, "high": 348.0202, "min": 56.2826, "max": 774.58, "stdev": 198.3069 }, "cycleMeanSeconds": { "mean": 25267.11, "low": 24925.9708, "high": 25608.2492, "min": 23564.5, "max": 26465, "stdev": 728.9158 }, "deskShortage": { "perSeed": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "mean": 0, "low": 0, "high": 0, "min": 0, "max": 0, "stdev": 0, "seedsWithShortage": 0 }, "deskCount": 54, "noSeat": { "perSeed": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "mean": 0, "low": 0, "high": 0, "min": 0, "max": 0, "stdev": 0, "seedsWithNoSeat": 0 }, "overflowFocus": { "perSeed": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "mean": 0, "low": 0, "high": 0, "min": 0, "max": 0, "stdev": 0 }, "noDeskEntered": 0, "noSeatEntered": 0, "focusFallback": { "perSeed": [ 4, 6, 7, 8, 6, 4, 5, 2, 7, 1, 11, 6, 5, 0, 3, 0, 16, 10, 1, 0 ], "mean": 5.1, "low": 3.168, "high": 7.032, "min": 0, "max": 16, "stdev": 4.1282, "focusBlocksTried": 38.65, "focusAtDeskEntered": 5.1 }, "boothFallback": { "perSeed": [ 0, 1, 1, 0, 0, 1, 0, 0, 0, 1, 3, 1, 0, 0, 0, 0, 1, 1, 0, 0 ], "mean": 0.5, "low": 0.1439, "high": 0.8561, "min": 0, "max": 3, "stdev": 0.7609, "callsTried": 93.9, "callsAtDeskEntered": 0.5 }, "meetings": { "meeting-small": { "bookingsPerDay": 12.45, "processTimeMeanSeconds": 1956.8122 }, "meeting-medium": { "bookingsPerDay": 6.2, "processTimeMeanSeconds": 3351.7245 }, "meeting-large": { "bookingsPerDay": 3.3, "processTimeMeanSeconds": 4931.156 }, "attend": { "bookingsPerDay": 77.35, "processTimeMeanSeconds": 2280.555 } }, "rooms": { "b-large-table": { "utilization": 0.4115, "waitMean": { "mean": 1184.0248, "low": 681.6733, "high": 1686.3762, "min": 0, "max": 3233.89, "stdev": 1073.3798 }, "waitMax": { "mean": 3297.7067, "low": 2188.8355, "high": 4406.5778, "min": 0, "max": 7577.19, "stdev": 2369.3371 }, "queueMax": { "mean": 1.4, "low": 1.0472, "high": 1.7528, "min": 0, "max": 3, "stdev": 0.7539 } }, "b-m1-table": { "utilization": 0.2462, "waitMean": { "mean": 262.7735, "low": 80.1212, "high": 445.4258, "min": 0, "max": 1347.49, "stdev": 390.2751 }, "waitMax": { "mean": 993.3117, "low": 491.0222, "high": 1495.6013, "min": 0, "max": 3662.8, "stdev": 1073.2475 }, "queueMax": { "mean": 0.75, "low": 0.4147, "high": 1.0853, "min": 0, "max": 2, "stdev": 0.7164 } }, "b-s1-table": { "utilization": 0.1518, "waitMean": { "mean": 126.9012, "low": 49.0776, "high": 204.7249, "min": 0, "max": 466.347, "stdev": 166.2867 }, "waitMax": { "mean": 539.045, "low": 208.3727, "high": 869.7172, "min": 0, "max": 1770.61, "stdev": 706.551 }, "queueMax": { "mean": 0.5, "low": 0.2159, "high": 0.7841, "min": 0, "max": 2, "stdev": 0.607 } }, "b-s2-table": { "utilization": 0.0835, "waitMean": { "mean": 67.5764, "low": -16.5117, "high": 151.6646, "min": 0, "max": 702.925, "stdev": 179.6722 }, "waitMax": { "mean": 204.5965, "low": -31.7705, "high": 440.9635, "min": 0, "max": 1566.27, "stdev": 505.048 }, "queueMax": { "mean": 0.15, "low": -0.0215, "high": 0.3215, "min": 0, "max": 1, "stdev": 0.3663 } }, "b-s3-table": { "utilization": 0.1263, "waitMean": { "mean": 103.1685, "low": 22.1519, "high": 184.1851, "min": 0, "max": 537.439, "stdev": 173.1091 }, "waitMax": { "mean": 409.9515, "low": 100.3784, "high": 719.5246, "min": 0, "max": 1847.41, "stdev": 661.4683 }, "queueMax": { "mean": 0.3, "low": 0.08, "high": 0.52, "min": 0, "max": 1, "stdev": 0.4702 } } }, "runWarnings": [ "Job timelines are kept for the first 500 jobs and 500 entries in all (traceLimit); result.jobs lists those jobs. Aggregate metrics include all jobs.", "Runs with seeds 20261013, 20261018, 20261021, 20261022, 20261024, 20261025, 20261026, 20261028, 20261029, 20261030 reported warnings the first run did not (horizon). Their measures are in replicates and spread; the warnings listed are the first run's." ], "groups": { "desks": null, "rooms": { "count": 5, "utilizationMean": 0.2038 }, "focus": { "count": 7, "utilizationMean": 0.385 }, "booths": { "count": 6, "utilizationMean": 0.1846 } }, "warnings": [ "timeline.truncated", "runs.warnings" ], "firstRun": { "planned": 46, "arrived": 46, "completed": 46, "inProgress": 0, "pendingArrivals": 0, "waiting": 0, "totalWaitSeconds": 20285.322683275102, "averageWaitSeconds": 440.9852757233718, "maxWaitSeconds": 6561.738034717968, "averageCompletedCycleSeconds": 25485.59111806718, "maxCompletedCycleSeconds": 35904.42940661661, "totalDistanceMeters": 7125.393325471565, "blocked": 0 } }, "B48": { "arrived": { "mean": 46.25, "low": 43.3416, "high": 49.1584, "min": 34, "max": 54, "stdev": 6.2144 }, "completedByHorizon": { "mean": 45.65, "low": 42.796, "high": 48.504, "min": 34, "max": 53, "stdev": 6.0981 }, "blocked": { "mean": 0, "low": 0, "high": 0, "min": 0, "max": 0, "stdev": 0 }, "waitPerStaffMeanSeconds": { "mean": 164.0571, "low": 81.1897, "high": 246.9246, "min": 5.3619, "max": 785.765, "stdev": 177.0638 }, "cycleMeanSeconds": { "mean": 24839.43, "low": 24335.8552, "high": 25343.0048, "min": 21829.9, "max": 26482.1, "stdev": 1075.9938 }, "deskShortage": { "perSeed": [ 0, 6, 0, 4, 0, 4, 6, 1, 0, 0, 5, 2, 0, 0, 0, 0, 2, 4, 0, 0 ], "mean": 1.7, "low": 0.6469, "high": 2.7531, "min": 0, "max": 6, "stdev": 2.2501, "seedsWithShortage": 9 }, "deskCount": 48, "noSeat": { "perSeed": [ 0, 5, 0, 1, 0, 1, 1, 0, 0, 0, 5, 1, 0, 0, 0, 0, 0, 1, 0, 0 ], "mean": 0.75, "low": 0.0398, "high": 1.4602, "min": 0, "max": 5, "stdev": 1.5174, "seedsWithNoSeat": 7 }, "overflowFocus": { "perSeed": [ 0, 1, 0, 3, 0, 3, 5, 1, 0, 0, 0, 1, 0, 0, 0, 0, 2, 3, 0, 0 ], "mean": 0.95, "low": 0.2629, "high": 1.6371, "min": 0, "max": 5, "stdev": 1.4681 }, "noDeskEntered": 1.7, "noSeatEntered": 0.75, "focusFallback": { "perSeed": [ 4, 7, 7, 14, 6, 9, 18, 2, 7, 1, 8, 6, 5, 0, 3, 0, 21, 17, 1, 0 ], "mean": 6.8, "low": 3.869, "high": 9.731, "min": 0, "max": 21, "stdev": 6.2627, "focusBlocksTried": 37.2, "focusAtDeskEntered": 6.8 }, "boothFallback": { "perSeed": [ 0, 1, 0, 0, 0, 0, 1, 1, 0, 1, 1, 1, 0, 0, 0, 0, 2, 0, 1, 0 ], "mean": 0.45, "low": 0.1669, "high": 0.7331, "min": 0, "max": 2, "stdev": 0.6048, "callsTried": 92.35, "callsAtDeskEntered": 0.45 }, "meetings": { "meeting-small": { "bookingsPerDay": 12.25, "processTimeMeanSeconds": 1879.3821 }, "meeting-medium": { "bookingsPerDay": 6.1, "processTimeMeanSeconds": 3004.572 }, "meeting-large": { "bookingsPerDay": 3.3, "processTimeMeanSeconds": 4748.7449 }, "attend": { "bookingsPerDay": 76.1, "processTimeMeanSeconds": 2280.2171 } }, "rooms": { "b-large-table": { "utilization": 0.3725, "waitMean": { "mean": 783.8955, "low": 356.7693, "high": 1211.0218, "min": 0, "max": 3247.19, "stdev": 912.6454 }, "waitMax": { "mean": 2591.293, "low": 1495.3373, "high": 3687.2487, "min": 0, "max": 8558.78, "stdev": 2341.7405 }, "queueMax": { "mean": 1.1, "low": 0.7639, "high": 1.4361, "min": 0, "max": 3, "stdev": 0.7182 } }, "b-m1-table": { "utilization": 0.1718, "waitMean": { "mean": 158.0661, "low": 28.8421, "high": 287.2901, "min": 0, "max": 974.39, "stdev": 276.1143 }, "waitMax": { "mean": 535.6407, "low": 167.3065, "high": 903.975, "min": 0, "max": 2002.54, "stdev": 787.0238 }, "queueMax": { "mean": 0.45, "low": 0.2111, "high": 0.6889, "min": 0, "max": 1, "stdev": 0.5104 } }, "b-m2-table": { "utilization": 0.1724, "waitMean": { "mean": 132.4326, "low": 7.5356, "high": 257.3296, "min": 0, "max": 946.697, "stdev": 266.8687 }, "waitMax": { "mean": 561.3485, "low": 77.8344, "high": 1044.8626, "min": 0, "max": 3091.64, "stdev": 1033.1298 }, "queueMax": { "mean": 0.35, "low": 0.121, "high": 0.579, "min": 0, "max": 1, "stdev": 0.4894 } }, "b-s1-table": { "utilization": 0.1239, "waitMean": { "mean": 49.5406, "low": -10.9897, "high": 110.0709, "min": 0, "max": 483.995, "stdev": 129.3357 }, "waitMax": { "mean": 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all (traceLimit); result.jobs lists those jobs. 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