automation_id
stringlengths 10
10
| timestamp
timestamp[ns]date 2025-09-01 00:00:00
2025-10-01 23:59:00
| tower_id
stringlengths 8
8
| city
stringclasses 15
values | optimization_type
stringclasses 8
values | ai_model
stringclasses 4
values | ai_recommendation
stringclasses 4
values | confidence_score
float64 0.7
0.99
| action_taken
bool 2
classes | performance_before_percent
float64 60
85
| performance_after_percent
float64 60
105
| improvement_percent
float64 0
20
| energy_saved_kwh
float64 0
200
| users_impacted
int64 100
5k
| operator
stringclasses 4
values | automation_status
stringclasses 3
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
AI00149401
| 2025-09-14T18:06:00 |
KAD-1831
|
Kaduna
|
capacity_planning
|
random_forest
|
maintain
| 0.97 | true | 63.27 | 76.09 | 12.82 | 0 | 1,511 |
MTN
|
partial_success
|
AI00149402
| 2025-09-16T08:49:00 |
POR-8141
|
Port Harcourt
|
load_balancing
|
reinforcement_learning
|
decrease
| 0.75 | true | 62.71 | 62.71 | 17.55 | 0 | 4,626 |
Airtel
|
success
|
AI00149403
| 2025-09-11T06:23:00 |
ILO-1490
|
Ilorin
|
handover_optimization
|
random_forest
|
decrease
| 0.88 | false | 74.19 | 83.62 | 9.43 | 0 | 3,966 |
Airtel
|
success
|
AI00149404
| 2025-09-30T20:15:00 |
ABE-8646
|
Abeokuta
|
energy_saving
|
random_forest
|
redistribute
| 0.82 | true | 60.96 | 69.63 | 8.67 | 101.78 | 1,749 |
MTN
|
success
|
AI00149405
| 2025-09-18T18:18:00 |
POR-2759
|
Port Harcourt
|
power_optimization
|
gradient_boosting
|
redistribute
| 0.93 | false | 60.57 | 72.87 | 12.3 | 117.89 | 3,890 |
MTN
|
partial_success
|
AI00149406
| 2025-09-11T23:49:00 |
CAL-8578
|
Calabar
|
interference_mitigation
|
random_forest
|
redistribute
| 0.71 | true | 82.2 | 98.92 | 16.72 | 0 | 2,015 |
Glo
|
success
|
AI00149407
| 2025-09-20T07:51:00 |
POR-9703
|
Port Harcourt
|
capacity_planning
|
random_forest
|
increase
| 0.83 | false | 72.02 | 83 | 10.98 | 0 | 549 |
Airtel
|
partial_success
|
AI00149408
| 2025-09-17T22:35:00 |
LAG-4875
|
Lagos
|
handover_optimization
|
reinforcement_learning
|
increase
| 0.94 | true | 76.69 | 84.1 | 7.41 | 0 | 2,171 |
Glo
|
success
|
AI00149409
| 2025-09-28T02:36:00 |
POR-3597
|
Port Harcourt
|
handover_optimization
|
neural_network
|
redistribute
| 0.74 | true | 70.99 | 70.99 | 13.41 | 0 | 245 |
9mobile
|
success
|
AI00149410
| 2025-09-08T19:15:00 |
ONI-5709
|
Onitsha
|
load_balancing
|
reinforcement_learning
|
maintain
| 0.7 | true | 71.89 | 81.89 | 10 | 0 | 384 |
Glo
|
success
|
AI00149411
| 2025-09-04T05:43:00 |
ABE-5760
|
Abeokuta
|
power_optimization
|
random_forest
|
decrease
| 0.73 | false | 63.9 | 63.9 | 13.4 | 183.33 | 894 |
MTN
|
success
|
AI00149412
| 2025-09-19T11:19:00 |
KAD-6600
|
Kaduna
|
capacity_planning
|
neural_network
|
decrease
| 0.85 | true | 60.79 | 60.79 | 13.2 | 0 | 4,251 |
Airtel
|
success
|
AI00149413
| 2025-09-03T16:27:00 |
KAD-8935
|
Kaduna
|
spectrum_allocation
|
neural_network
|
decrease
| 0.97 | true | 71.38 | 89.7 | 18.32 | 0 | 1,682 |
MTN
|
success
|
AI00149414
| 2025-09-03T00:14:00 |
ABU-5901
|
Abuja
|
interference_mitigation
|
neural_network
|
redistribute
| 0.82 | true | 69.23 | 79.77 | 10.54 | 0 | 470 |
Glo
|
success
|
AI00149415
| 2025-09-05T18:37:00 |
ILO-6750
|
Ilorin
|
spectrum_allocation
|
random_forest
|
maintain
| 0.93 | true | 76.73 | 88.55 | 11.82 | 0 | 2,284 |
Glo
|
success
|
AI00149416
| 2025-09-30T11:03:00 |
ABU-1473
|
Abuja
|
load_balancing
|
random_forest
|
decrease
| 0.76 | false | 63.14 | 77.06 | 13.92 | 0 | 3,397 |
9mobile
|
success
|
AI00149417
| 2025-09-28T10:33:00 |
ABU-8142
|
Abuja
|
spectrum_allocation
|
reinforcement_learning
|
redistribute
| 0.81 | false | 70.96 | 70.96 | 0 | 0 | 3,098 |
9mobile
|
success
|
AI00149418
| 2025-09-01T20:00:00 |
ABU-3254
|
Abuja
|
energy_saving
|
neural_network
|
maintain
| 0.74 | true | 67.57 | 73.8 | 6.23 | 173.67 | 1,083 |
Glo
|
success
|
AI00149419
| 2025-09-03T23:11:00 |
ABE-3959
|
Abeokuta
|
load_balancing
|
neural_network
|
increase
| 0.9 | true | 66.25 | 78.24 | 11.99 | 0 | 2,096 |
9mobile
|
success
|
AI00149420
| 2025-09-02T06:40:00 |
LAG-1509
|
Lagos
|
capacity_planning
|
random_forest
|
increase
| 0.93 | true | 64.78 | 82.47 | 17.69 | 0 | 2,718 |
Airtel
|
success
|
AI00149421
| 2025-09-20T08:02:00 |
ABU-8217
|
Abuja
|
interference_mitigation
|
reinforcement_learning
|
maintain
| 0.72 | true | 77.87 | 97.35 | 19.48 | 0 | 1,813 |
9mobile
|
success
|
AI00149422
| 2025-09-22T01:16:00 |
ABA-6228
|
Aba
|
load_balancing
|
gradient_boosting
|
increase
| 0.87 | true | 61.51 | 67.4 | 5.89 | 0 | 4,051 |
Airtel
|
partial_success
|
AI00149423
| 2025-09-30T23:31:00 |
ONI-7021
|
Onitsha
|
interference_mitigation
|
neural_network
|
decrease
| 0.81 | true | 65 | 82.1 | 17.1 | 0 | 4,640 |
Glo
|
success
|
AI00149424
| 2025-09-17T16:21:00 |
WAR-7027
|
Warri
|
fault_prediction
|
neural_network
|
redistribute
| 0.8 | false | 65.15 | 77.08 | 11.93 | 0 | 702 |
Airtel
|
success
|
AI00149425
| 2025-09-01T16:12:00 |
WAR-5743
|
Warri
|
handover_optimization
|
reinforcement_learning
|
maintain
| 0.76 | true | 69.61 | 83.9 | 14.29 | 0 | 2,986 |
Airtel
|
partial_success
|
AI00149426
| 2025-09-16T22:13:00 |
ILO-1309
|
Ilorin
|
load_balancing
|
neural_network
|
decrease
| 0.79 | true | 83.47 | 98.61 | 15.14 | 0 | 829 |
MTN
|
success
|
AI00149427
| 2025-09-26T21:29:00 |
BEN-8771
|
Benin City
|
interference_mitigation
|
gradient_boosting
|
increase
| 0.92 | true | 61.65 | 66.78 | 5.13 | 0 | 3,146 |
MTN
|
success
|
AI00149428
| 2025-09-11T00:11:00 |
ILO-2950
|
Ilorin
|
fault_prediction
|
random_forest
|
redistribute
| 0.92 | true | 73.58 | 92.55 | 18.97 | 0 | 737 |
Glo
|
success
|
AI00149429
| 2025-10-01T10:48:00 |
JOS-3382
|
Jos
|
handover_optimization
|
random_forest
|
maintain
| 0.95 | true | 64.94 | 64.94 | 0 | 0 | 1,396 |
MTN
|
success
|
AI00149430
| 2025-09-07T23:53:00 |
KAN-6237
|
Kano
|
spectrum_allocation
|
random_forest
|
decrease
| 0.7 | false | 75.17 | 92.31 | 17.14 | 0 | 2,768 |
9mobile
|
success
|
AI00149431
| 2025-09-12T01:54:00 |
ONI-9559
|
Onitsha
|
spectrum_allocation
|
random_forest
|
maintain
| 0.92 | true | 69.99 | 69.99 | 6.75 | 0 | 2,179 |
Airtel
|
success
|
AI00149432
| 2025-09-04T19:43:00 |
ONI-7520
|
Onitsha
|
load_balancing
|
random_forest
|
increase
| 0.86 | false | 70.18 | 84.91 | 14.73 | 0 | 3,827 |
Glo
|
success
|
AI00149433
| 2025-09-07T12:09:00 |
ABU-4731
|
Abuja
|
power_optimization
|
neural_network
|
redistribute
| 0.79 | false | 80.65 | 86.21 | 5.56 | 37.97 | 2,486 |
9mobile
|
success
|
AI00149434
| 2025-09-13T17:06:00 |
CAL-4214
|
Calabar
|
energy_saving
|
random_forest
|
increase
| 0.99 | true | 83.57 | 96.02 | 0 | 11.81 | 1,209 |
9mobile
|
success
|
AI00149435
| 2025-09-02T02:26:00 |
IBA-3145
|
Ibadan
|
capacity_planning
|
gradient_boosting
|
maintain
| 0.81 | true | 72.75 | 83.78 | 11.03 | 0 | 1,429 |
Glo
|
partial_success
|
AI00149436
| 2025-10-01T11:06:00 |
LAG-5038
|
Lagos
|
load_balancing
|
neural_network
|
redistribute
| 0.83 | true | 62.84 | 69.24 | 6.4 | 0 | 2,421 |
Airtel
|
success
|
AI00149437
| 2025-09-22T04:35:00 |
ABE-6431
|
Abeokuta
|
energy_saving
|
neural_network
|
maintain
| 0.72 | true | 65.48 | 85.09 | 19.61 | 135.51 | 1,394 |
MTN
|
success
|
AI00149438
| 2025-09-20T17:00:00 |
BEN-1583
|
Benin City
|
power_optimization
|
random_forest
|
redistribute
| 0.74 | true | 75.77 | 89.22 | 13.45 | 59.71 | 4,655 |
MTN
|
failed
|
AI00149439
| 2025-09-25T00:47:00 |
IBA-2377
|
Ibadan
|
power_optimization
|
random_forest
|
maintain
| 0.82 | false | 82.42 | 89.46 | 7.04 | 164.78 | 3,794 |
Glo
|
success
|
AI00149440
| 2025-09-12T13:05:00 |
ABE-1380
|
Abeokuta
|
energy_saving
|
random_forest
|
decrease
| 0.71 | true | 65.37 | 76.49 | 11.12 | 104.6 | 4,587 |
9mobile
|
success
|
AI00149441
| 2025-09-29T03:42:00 |
ONI-2014
|
Onitsha
|
spectrum_allocation
|
neural_network
|
decrease
| 0.75 | true | 67.57 | 78.01 | 10.44 | 0 | 272 |
9mobile
|
success
|
AI00149442
| 2025-09-16T17:39:00 |
ABU-1143
|
Abuja
|
energy_saving
|
neural_network
|
increase
| 0.92 | true | 74.68 | 74.68 | 17.19 | 38.06 | 4,029 |
Glo
|
success
|
AI00149443
| 2025-09-03T16:01:00 |
ABU-4641
|
Abuja
|
power_optimization
|
gradient_boosting
|
maintain
| 0.75 | true | 67.75 | 67.75 | 13.94 | 78.13 | 2,829 |
Glo
|
success
|
AI00149444
| 2025-09-20T22:22:00 |
ONI-2515
|
Onitsha
|
power_optimization
|
neural_network
|
increase
| 0.93 | true | 83.01 | 94.36 | 11.35 | 138.39 | 2,698 |
MTN
|
success
|
AI00149445
| 2025-09-30T15:25:00 |
BEN-3183
|
Benin City
|
interference_mitigation
|
gradient_boosting
|
increase
| 0.94 | true | 68.82 | 74.43 | 5.61 | 0 | 219 |
Glo
|
success
|
AI00149446
| 2025-09-30T14:05:00 |
CAL-8734
|
Calabar
|
power_optimization
|
reinforcement_learning
|
increase
| 0.95 | true | 75.81 | 75.81 | 14.94 | 86.35 | 2,291 |
9mobile
|
partial_success
|
AI00149447
| 2025-09-27T03:17:00 |
ABA-7523
|
Aba
|
load_balancing
|
reinforcement_learning
|
maintain
| 0.77 | true | 73.86 | 85.85 | 11.99 | 0 | 438 |
Airtel
|
partial_success
|
AI00149448
| 2025-09-29T04:42:00 |
IBA-5079
|
Ibadan
|
fault_prediction
|
random_forest
|
maintain
| 0.77 | true | 62.46 | 75.65 | 13.19 | 0 | 853 |
9mobile
|
success
|
AI00149449
| 2025-09-06T15:32:00 |
LAG-6735
|
Lagos
|
fault_prediction
|
reinforcement_learning
|
maintain
| 0.98 | true | 75.35 | 89.63 | 14.28 | 0 | 3,405 |
Airtel
|
success
|
AI00149450
| 2025-09-28T13:31:00 |
POR-6229
|
Port Harcourt
|
load_balancing
|
random_forest
|
redistribute
| 0.73 | true | 75.52 | 94.2 | 18.68 | 0 | 4,969 |
Airtel
|
success
|
AI00149451
| 2025-09-13T15:14:00 |
ONI-6669
|
Onitsha
|
energy_saving
|
gradient_boosting
|
increase
| 0.94 | true | 67.58 | 74.83 | 7.25 | 12.5 | 1,904 |
MTN
|
success
|
AI00149452
| 2025-09-28T19:37:00 |
JOS-7555
|
Jos
|
spectrum_allocation
|
reinforcement_learning
|
maintain
| 0.72 | true | 71.45 | 80.36 | 8.91 | 0 | 1,114 |
Airtel
|
success
|
AI00149453
| 2025-09-25T18:57:00 |
ENU-6903
|
Enugu
|
handover_optimization
|
neural_network
|
decrease
| 0.78 | true | 75.92 | 95.88 | 19.96 | 0 | 2,457 |
Glo
|
success
|
AI00149454
| 2025-09-11T22:37:00 |
KAD-3212
|
Kaduna
|
capacity_planning
|
reinforcement_learning
|
increase
| 0.99 | true | 84.77 | 97.86 | 13.09 | 0 | 193 |
9mobile
|
success
|
AI00149455
| 2025-09-12T00:45:00 |
KAD-1087
|
Kaduna
|
load_balancing
|
random_forest
|
redistribute
| 0.76 | true | 79.06 | 91.25 | 12.19 | 0 | 2,402 |
Glo
|
partial_success
|
AI00149456
| 2025-09-16T00:50:00 |
LAG-5793
|
Lagos
|
interference_mitigation
|
reinforcement_learning
|
maintain
| 0.84 | true | 62.77 | 81.81 | 19.04 | 0 | 3,909 |
Airtel
|
success
|
AI00149457
| 2025-09-19T23:31:00 |
ABA-9843
|
Aba
|
energy_saving
|
neural_network
|
increase
| 0.83 | true | 72.06 | 72.06 | 5.55 | 191.47 | 648 |
MTN
|
partial_success
|
AI00149458
| 2025-09-17T19:27:00 |
ABE-1998
|
Abeokuta
|
load_balancing
|
neural_network
|
decrease
| 0.95 | true | 78.64 | 78.64 | 0 | 0 | 1,151 |
Glo
|
partial_success
|
AI00149459
| 2025-09-21T08:34:00 |
BEN-6758
|
Benin City
|
power_optimization
|
gradient_boosting
|
decrease
| 0.91 | true | 79.21 | 94.8 | 15.59 | 166.75 | 2,660 |
MTN
|
partial_success
|
AI00149460
| 2025-09-03T23:05:00 |
ABE-3993
|
Abeokuta
|
capacity_planning
|
random_forest
|
decrease
| 0.94 | true | 72.47 | 81.16 | 8.69 | 0 | 1,749 |
Glo
|
success
|
AI00149461
| 2025-09-03T02:53:00 |
ABA-6147
|
Aba
|
spectrum_allocation
|
neural_network
|
maintain
| 0.92 | true | 75.42 | 75.42 | 9.16 | 0 | 3,668 |
Glo
|
success
|
AI00149462
| 2025-09-03T07:58:00 |
ILO-7962
|
Ilorin
|
handover_optimization
|
reinforcement_learning
|
maintain
| 0.98 | true | 83.3 | 91.57 | 8.27 | 0 | 3,147 |
9mobile
|
success
|
AI00149463
| 2025-09-19T12:17:00 |
ABE-7108
|
Abeokuta
|
spectrum_allocation
|
reinforcement_learning
|
maintain
| 0.96 | false | 63.68 | 77.18 | 13.5 | 0 | 3,652 |
Glo
|
success
|
AI00149464
| 2025-09-09T12:05:00 |
POR-6788
|
Port Harcourt
|
handover_optimization
|
neural_network
|
maintain
| 0.79 | true | 60.73 | 74.55 | 13.82 | 0 | 4,982 |
MTN
|
failed
|
AI00149465
| 2025-09-09T14:16:00 |
JOS-5165
|
Jos
|
fault_prediction
|
neural_network
|
redistribute
| 0.92 | true | 65.57 | 80.09 | 14.52 | 0 | 3,453 |
Airtel
|
success
|
AI00149466
| 2025-09-25T00:56:00 |
KAN-6413
|
Kano
|
handover_optimization
|
neural_network
|
maintain
| 0.73 | true | 67.58 | 81.7 | 0 | 0 | 379 |
Glo
|
success
|
AI00149467
| 2025-09-13T10:26:00 |
ABU-8487
|
Abuja
|
capacity_planning
|
neural_network
|
decrease
| 0.99 | false | 76.38 | 76.38 | 11.66 | 0 | 4,756 |
Airtel
|
success
|
AI00149468
| 2025-09-15T02:40:00 |
ABA-2621
|
Aba
|
interference_mitigation
|
random_forest
|
redistribute
| 0.97 | true | 65.53 | 74.49 | 8.96 | 0 | 2,830 |
MTN
|
success
|
AI00149469
| 2025-09-13T08:44:00 |
KAD-6516
|
Kaduna
|
handover_optimization
|
gradient_boosting
|
maintain
| 0.77 | true | 82.06 | 94.93 | 12.87 | 0 | 1,917 |
MTN
|
success
|
AI00149470
| 2025-09-22T08:30:00 |
ONI-8452
|
Onitsha
|
fault_prediction
|
gradient_boosting
|
maintain
| 0.84 | true | 83.56 | 95.35 | 11.79 | 0 | 3,653 |
9mobile
|
success
|
AI00149471
| 2025-09-10T01:16:00 |
ILO-2785
|
Ilorin
|
interference_mitigation
|
reinforcement_learning
|
maintain
| 0.93 | true | 73.84 | 92.4 | 18.56 | 0 | 568 |
9mobile
|
success
|
AI00149472
| 2025-09-09T03:51:00 |
ABU-6229
|
Abuja
|
energy_saving
|
gradient_boosting
|
decrease
| 0.74 | true | 62.62 | 75.6 | 12.98 | 109.66 | 1,760 |
9mobile
|
partial_success
|
AI00149473
| 2025-09-29T09:33:00 |
ONI-1699
|
Onitsha
|
handover_optimization
|
neural_network
|
maintain
| 0.82 | true | 67.94 | 75.15 | 7.21 | 0 | 1,957 |
9mobile
|
success
|
AI00149474
| 2025-09-15T15:56:00 |
ABU-6245
|
Abuja
|
spectrum_allocation
|
random_forest
|
maintain
| 0.9 | true | 79.63 | 84.84 | 5.21 | 0 | 4,883 |
9mobile
|
success
|
AI00149475
| 2025-09-29T00:35:00 |
JOS-8143
|
Jos
|
power_optimization
|
random_forest
|
increase
| 0.98 | false | 76.27 | 83.7 | 7.43 | 64.84 | 3,602 |
Airtel
|
success
|
AI00149476
| 2025-09-19T14:24:00 |
ONI-1585
|
Onitsha
|
interference_mitigation
|
gradient_boosting
|
decrease
| 0.75 | true | 61.23 | 73.1 | 11.87 | 0 | 1,391 |
MTN
|
success
|
AI00149477
| 2025-09-17T18:37:00 |
LAG-2547
|
Lagos
|
power_optimization
|
reinforcement_learning
|
decrease
| 0.74 | true | 76.96 | 86.6 | 0 | 73.05 | 4,120 |
Glo
|
partial_success
|
AI00149478
| 2025-09-23T02:28:00 |
KAD-6007
|
Kaduna
|
power_optimization
|
neural_network
|
decrease
| 0.85 | true | 74.55 | 87.64 | 13.09 | 21.04 | 4,042 |
Glo
|
success
|
AI00149479
| 2025-09-18T03:20:00 |
ABE-2015
|
Abeokuta
|
energy_saving
|
reinforcement_learning
|
redistribute
| 0.7 | true | 65.02 | 71.24 | 6.22 | 82.23 | 3,250 |
MTN
|
success
|
AI00149480
| 2025-09-04T12:09:00 |
CAL-8616
|
Calabar
|
energy_saving
|
neural_network
|
increase
| 0.94 | true | 75.23 | 82.53 | 0 | 122.52 | 1,539 |
MTN
|
success
|
AI00149481
| 2025-09-06T11:06:00 |
ONI-2025
|
Onitsha
|
load_balancing
|
gradient_boosting
|
redistribute
| 0.93 | true | 67.4 | 80.81 | 13.41 | 0 | 926 |
Glo
|
partial_success
|
AI00149482
| 2025-09-24T21:02:00 |
ABE-5023
|
Abeokuta
|
capacity_planning
|
neural_network
|
increase
| 0.92 | true | 82.98 | 99 | 16.02 | 0 | 2,550 |
9mobile
|
success
|
AI00149483
| 2025-09-25T15:53:00 |
KAD-8253
|
Kaduna
|
load_balancing
|
neural_network
|
decrease
| 0.71 | true | 69.33 | 83.73 | 14.4 | 0 | 3,540 |
Glo
|
success
|
AI00149484
| 2025-09-28T11:34:00 |
JOS-6502
|
Jos
|
energy_saving
|
neural_network
|
decrease
| 0.99 | true | 83.02 | 98.57 | 15.55 | 39.41 | 4,559 |
Airtel
|
success
|
AI00149485
| 2025-09-18T08:21:00 |
BEN-5555
|
Benin City
|
energy_saving
|
neural_network
|
redistribute
| 0.8 | true | 64.3 | 74.44 | 10.14 | 137.2 | 2,621 |
Glo
|
partial_success
|
AI00149486
| 2025-09-20T01:30:00 |
LAG-3249
|
Lagos
|
spectrum_allocation
|
random_forest
|
maintain
| 0.75 | true | 68.04 | 87.55 | 19.51 | 0 | 657 |
Airtel
|
success
|
AI00149487
| 2025-09-18T19:38:00 |
LAG-8268
|
Lagos
|
power_optimization
|
reinforcement_learning
|
increase
| 0.82 | true | 84.88 | 98.92 | 14.04 | 27.96 | 2,366 |
Glo
|
success
|
AI00149488
| 2025-09-26T02:14:00 |
WAR-7715
|
Warri
|
fault_prediction
|
neural_network
|
redistribute
| 0.94 | true | 66.02 | 81.26 | 15.24 | 0 | 2,524 |
MTN
|
success
|
AI00149489
| 2025-09-10T22:00:00 |
JOS-4757
|
Jos
|
load_balancing
|
neural_network
|
maintain
| 0.77 | true | 78.93 | 85.93 | 7 | 0 | 3,537 |
9mobile
|
partial_success
|
AI00149490
| 2025-09-14T18:15:00 |
ABE-7784
|
Abeokuta
|
load_balancing
|
neural_network
|
redistribute
| 0.96 | true | 84.1 | 90.98 | 6.88 | 0 | 3,795 |
9mobile
|
success
|
AI00149491
| 2025-09-07T10:22:00 |
ILO-6767
|
Ilorin
|
handover_optimization
|
reinforcement_learning
|
increase
| 0.72 | false | 72.97 | 81.81 | 0 | 0 | 1,774 |
9mobile
|
success
|
AI00149492
| 2025-09-11T08:05:00 |
BEN-2674
|
Benin City
|
handover_optimization
|
neural_network
|
maintain
| 0.96 | true | 81.49 | 81.49 | 12.51 | 0 | 2,021 |
MTN
|
success
|
AI00149493
| 2025-09-12T18:11:00 |
ABU-2023
|
Abuja
|
load_balancing
|
reinforcement_learning
|
decrease
| 0.73 | true | 61.85 | 77.97 | 16.12 | 0 | 1,488 |
MTN
|
success
|
AI00149494
| 2025-09-19T20:46:00 |
ABU-1643
|
Abuja
|
power_optimization
|
neural_network
|
increase
| 0.87 | true | 65.41 | 71.43 | 6.02 | 21.76 | 4,867 |
Airtel
|
success
|
AI00149495
| 2025-09-17T08:11:00 |
BEN-2939
|
Benin City
|
fault_prediction
|
neural_network
|
decrease
| 0.78 | true | 64.19 | 79.18 | 14.99 | 0 | 2,909 |
Glo
|
success
|
AI00149496
| 2025-09-06T12:06:00 |
ILO-4375
|
Ilorin
|
load_balancing
|
reinforcement_learning
|
redistribute
| 0.94 | true | 84.2 | 84.2 | 8.82 | 0 | 268 |
9mobile
|
success
|
AI00149497
| 2025-09-02T07:57:00 |
JOS-8327
|
Jos
|
energy_saving
|
neural_network
|
maintain
| 0.7 | false | 71.08 | 71.08 | 13.97 | 152.81 | 195 |
MTN
|
success
|
AI00149498
| 2025-09-06T17:02:00 |
ABE-9412
|
Abeokuta
|
interference_mitigation
|
neural_network
|
increase
| 0.83 | true | 74.43 | 74.43 | 13.63 | 0 | 2,487 |
9mobile
|
success
|
AI00149499
| 2025-09-07T22:17:00 |
POR-8312
|
Port Harcourt
|
handover_optimization
|
reinforcement_learning
|
decrease
| 0.94 | true | 84.3 | 100.13 | 15.83 | 0 | 113 |
Glo
|
success
|
AI00149500
| 2025-09-17T04:44:00 |
ABU-1389
|
Abuja
|
handover_optimization
|
reinforcement_learning
|
decrease
| 0.86 | false | 78.12 | 78.12 | 0 | 0 | 4,178 |
9mobile
|
success
|
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