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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
AI00149501
| 2025-09-18T17:06:00 |
ABE-7269
|
Abeokuta
|
handover_optimization
|
neural_network
|
maintain
| 0.94 | true | 73.43 | 88.26 | 14.83 | 0 | 4,036 |
Glo
|
success
|
AI00149502
| 2025-09-28T02:59:00 |
ONI-9810
|
Onitsha
|
capacity_planning
|
random_forest
|
decrease
| 0.8 | false | 83.69 | 89.37 | 5.68 | 0 | 2,900 |
MTN
|
success
|
AI00149503
| 2025-09-11T04:23:00 |
KAN-4576
|
Kano
|
power_optimization
|
neural_network
|
decrease
| 0.8 | true | 64.96 | 79.16 | 14.2 | 186.57 | 2,599 |
Airtel
|
failed
|
AI00149504
| 2025-09-01T04:33:00 |
POR-7139
|
Port Harcourt
|
capacity_planning
|
neural_network
|
redistribute
| 0.93 | true | 74.75 | 79.95 | 0 | 0 | 2,115 |
MTN
|
failed
|
AI00149505
| 2025-09-12T00:55:00 |
ONI-7390
|
Onitsha
|
power_optimization
|
neural_network
|
increase
| 0.91 | false | 69.66 | 75.62 | 5.96 | 71.41 | 2,753 |
Airtel
|
success
|
AI00149506
| 2025-09-14T02:50:00 |
IBA-7345
|
Ibadan
|
capacity_planning
|
neural_network
|
maintain
| 0.72 | true | 60.11 | 74.89 | 14.78 | 0 | 2,823 |
Glo
|
failed
|
AI00149507
| 2025-09-04T11:12:00 |
ABA-6119
|
Aba
|
fault_prediction
|
neural_network
|
maintain
| 0.89 | true | 75.33 | 93.35 | 18.02 | 0 | 611 |
9mobile
|
success
|
AI00149508
| 2025-09-02T07:41:00 |
WAR-8351
|
Warri
|
interference_mitigation
|
gradient_boosting
|
maintain
| 0.92 | true | 62.99 | 74.35 | 11.36 | 0 | 4,137 |
Glo
|
success
|
AI00149509
| 2025-09-05T04:33:00 |
ONI-5264
|
Onitsha
|
energy_saving
|
reinforcement_learning
|
redistribute
| 0.97 | true | 72.75 | 87.99 | 15.24 | 94.7 | 1,142 |
Glo
|
success
|
AI00149510
| 2025-09-25T06:00:00 |
CAL-8319
|
Calabar
|
power_optimization
|
neural_network
|
maintain
| 0.92 | false | 62.99 | 77.09 | 14.1 | 85.49 | 4,145 |
Airtel
|
success
|
AI00149511
| 2025-09-06T11:03:00 |
KAD-2041
|
Kaduna
|
power_optimization
|
gradient_boosting
|
maintain
| 0.74 | true | 81.9 | 88.67 | 6.77 | 10.36 | 2,439 |
MTN
|
success
|
AI00149512
| 2025-09-19T21:53:00 |
KAD-5386
|
Kaduna
|
load_balancing
|
neural_network
|
maintain
| 0.73 | true | 82.38 | 88.34 | 5.96 | 0 | 1,642 |
Airtel
|
success
|
AI00149513
| 2025-09-16T08:06:00 |
LAG-6870
|
Lagos
|
spectrum_allocation
|
random_forest
|
increase
| 0.97 | true | 70.16 | 70.16 | 16.15 | 0 | 4,039 |
Glo
|
success
|
AI00149514
| 2025-09-06T13:18:00 |
ABU-6601
|
Abuja
|
interference_mitigation
|
gradient_boosting
|
decrease
| 0.76 | true | 80.48 | 96.21 | 15.73 | 0 | 3,817 |
Airtel
|
success
|
AI00149515
| 2025-09-26T02:13:00 |
LAG-3466
|
Lagos
|
power_optimization
|
random_forest
|
redistribute
| 0.81 | true | 79.75 | 96.62 | 16.87 | 50.08 | 3,271 |
9mobile
|
success
|
AI00149516
| 2025-09-12T00:34:00 |
ENU-7648
|
Enugu
|
handover_optimization
|
neural_network
|
redistribute
| 0.75 | false | 76.75 | 92.78 | 16.03 | 0 | 4,767 |
MTN
|
partial_success
|
AI00149517
| 2025-09-02T03:50:00 |
BEN-3813
|
Benin City
|
handover_optimization
|
neural_network
|
decrease
| 0.94 | true | 80.21 | 94.04 | 13.83 | 0 | 4,247 |
9mobile
|
success
|
AI00149518
| 2025-09-29T17:38:00 |
POR-2566
|
Port Harcourt
|
load_balancing
|
reinforcement_learning
|
redistribute
| 0.76 | true | 73.8 | 87.95 | 14.15 | 0 | 3,148 |
Airtel
|
success
|
AI00149519
| 2025-09-11T12:20:00 |
POR-9734
|
Port Harcourt
|
handover_optimization
|
neural_network
|
redistribute
| 0.78 | true | 75.06 | 89.1 | 14.04 | 0 | 1,617 |
Glo
|
success
|
AI00149520
| 2025-09-28T01:35:00 |
POR-6526
|
Port Harcourt
|
capacity_planning
|
reinforcement_learning
|
maintain
| 0.93 | false | 72.95 | 85.55 | 12.6 | 0 | 2,513 |
MTN
|
success
|
AI00149521
| 2025-09-14T03:01:00 |
WAR-2187
|
Warri
|
load_balancing
|
random_forest
|
decrease
| 0.88 | true | 64.78 | 77.25 | 12.47 | 0 | 1,333 |
9mobile
|
success
|
AI00149522
| 2025-09-07T17:23:00 |
ABE-7270
|
Abeokuta
|
capacity_planning
|
random_forest
|
decrease
| 0.72 | true | 69.87 | 69.87 | 7.57 | 0 | 205 |
Glo
|
success
|
AI00149523
| 2025-09-24T03:14:00 |
ILO-6010
|
Ilorin
|
load_balancing
|
random_forest
|
increase
| 0.78 | true | 62.9 | 81.68 | 0 | 0 | 2,583 |
Airtel
|
partial_success
|
AI00149524
| 2025-10-01T13:42:00 |
LAG-7188
|
Lagos
|
energy_saving
|
neural_network
|
redistribute
| 0.75 | true | 64.16 | 75.34 | 11.18 | 62.48 | 4,599 |
MTN
|
success
|
AI00149525
| 2025-09-18T12:00:00 |
ONI-7002
|
Onitsha
|
capacity_planning
|
neural_network
|
increase
| 0.78 | true | 68.79 | 76.33 | 7.54 | 0 | 3,840 |
MTN
|
success
|
AI00149526
| 2025-09-24T03:22:00 |
CAL-2377
|
Calabar
|
spectrum_allocation
|
neural_network
|
increase
| 0.79 | true | 62.13 | 72.44 | 10.31 | 0 | 1,824 |
Airtel
|
success
|
AI00149527
| 2025-09-03T13:50:00 |
ABA-8835
|
Aba
|
capacity_planning
|
reinforcement_learning
|
maintain
| 0.85 | true | 69.8 | 82.91 | 13.11 | 0 | 4,145 |
Glo
|
success
|
AI00149528
| 2025-09-22T10:45:00 |
JOS-1548
|
Jos
|
spectrum_allocation
|
neural_network
|
maintain
| 0.86 | true | 64.88 | 81.17 | 16.29 | 0 | 3,014 |
Glo
|
success
|
AI00149529
| 2025-09-24T02:16:00 |
BEN-3786
|
Benin City
|
interference_mitigation
|
gradient_boosting
|
maintain
| 0.75 | true | 76.46 | 88.95 | 12.49 | 0 | 4,491 |
Airtel
|
success
|
AI00149530
| 2025-09-05T10:21:00 |
JOS-6638
|
Jos
|
load_balancing
|
reinforcement_learning
|
increase
| 0.92 | false | 74.13 | 84.1 | 9.97 | 0 | 2,640 |
9mobile
|
success
|
AI00149531
| 2025-09-21T23:15:00 |
ABA-2599
|
Aba
|
handover_optimization
|
reinforcement_learning
|
redistribute
| 0.87 | true | 82.76 | 99.75 | 16.99 | 0 | 4,864 |
Airtel
|
success
|
AI00149532
| 2025-09-06T09:44:00 |
JOS-9713
|
Jos
|
load_balancing
|
random_forest
|
decrease
| 0.88 | false | 60.6 | 60.6 | 0 | 0 | 2,932 |
Airtel
|
success
|
AI00149533
| 2025-09-19T09:46:00 |
ABE-6225
|
Abeokuta
|
fault_prediction
|
neural_network
|
increase
| 0.73 | true | 78.33 | 91.3 | 12.97 | 0 | 2,053 |
MTN
|
success
|
AI00149534
| 2025-09-07T15:39:00 |
ILO-1914
|
Ilorin
|
capacity_planning
|
reinforcement_learning
|
redistribute
| 0.88 | true | 68.03 | 80.44 | 12.41 | 0 | 3,685 |
Airtel
|
partial_success
|
AI00149535
| 2025-09-11T21:44:00 |
ABE-7460
|
Abeokuta
|
handover_optimization
|
random_forest
|
increase
| 0.85 | true | 62.27 | 74.92 | 12.65 | 0 | 562 |
MTN
|
success
|
AI00149536
| 2025-09-02T00:28:00 |
BEN-3908
|
Benin City
|
power_optimization
|
gradient_boosting
|
maintain
| 0.8 | false | 68.4 | 68.4 | 17.85 | 92.69 | 3,692 |
Airtel
|
success
|
AI00149537
| 2025-09-24T02:30:00 |
ABU-4549
|
Abuja
|
power_optimization
|
gradient_boosting
|
maintain
| 0.91 | true | 76.99 | 85.21 | 8.22 | 130.35 | 3,357 |
Glo
|
success
|
AI00149538
| 2025-09-18T19:54:00 |
ENU-2861
|
Enugu
|
fault_prediction
|
random_forest
|
decrease
| 0.89 | true | 76.24 | 82.54 | 6.3 | 0 | 1,586 |
9mobile
|
success
|
AI00149539
| 2025-09-09T03:23:00 |
ABE-7224
|
Abeokuta
|
interference_mitigation
|
reinforcement_learning
|
increase
| 0.85 | true | 84.63 | 84.63 | 8.58 | 0 | 1,034 |
9mobile
|
success
|
AI00149540
| 2025-10-01T10:49:00 |
ABE-8040
|
Abeokuta
|
energy_saving
|
neural_network
|
maintain
| 0.94 | false | 60.21 | 75.11 | 14.9 | 16.93 | 3,840 |
Airtel
|
success
|
AI00149541
| 2025-09-29T16:42:00 |
WAR-5584
|
Warri
|
load_balancing
|
random_forest
|
increase
| 0.71 | false | 67.86 | 84.74 | 16.88 | 0 | 3,291 |
MTN
|
success
|
AI00149542
| 2025-09-19T06:32:00 |
IBA-9239
|
Ibadan
|
load_balancing
|
random_forest
|
maintain
| 0.74 | true | 73.7 | 92.62 | 18.92 | 0 | 877 |
9mobile
|
failed
|
AI00149543
| 2025-09-22T23:08:00 |
WAR-9175
|
Warri
|
interference_mitigation
|
reinforcement_learning
|
maintain
| 0.76 | false | 65.63 | 85.42 | 19.79 | 0 | 2,195 |
Airtel
|
success
|
AI00149544
| 2025-10-01T16:40:00 |
CAL-7324
|
Calabar
|
spectrum_allocation
|
neural_network
|
maintain
| 0.88 | true | 79.68 | 90.36 | 10.68 | 0 | 2,116 |
MTN
|
success
|
AI00149545
| 2025-09-10T08:15:00 |
ILO-8171
|
Ilorin
|
interference_mitigation
|
reinforcement_learning
|
maintain
| 0.98 | true | 80.35 | 86.95 | 6.6 | 0 | 1,557 |
Glo
|
partial_success
|
AI00149546
| 2025-09-19T12:42:00 |
ENU-6635
|
Enugu
|
spectrum_allocation
|
gradient_boosting
|
decrease
| 0.97 | true | 73.57 | 90.09 | 16.52 | 0 | 120 |
Glo
|
failed
|
AI00149547
| 2025-09-10T18:37:00 |
ILO-8809
|
Ilorin
|
energy_saving
|
neural_network
|
maintain
| 0.96 | true | 65.05 | 65.05 | 5.71 | 81.07 | 3,253 |
Glo
|
success
|
AI00149548
| 2025-09-17T11:19:00 |
JOS-8211
|
Jos
|
handover_optimization
|
neural_network
|
increase
| 0.79 | true | 65.37 | 82.51 | 17.14 | 0 | 2,152 |
MTN
|
success
|
AI00149549
| 2025-09-21T13:29:00 |
KAN-9173
|
Kano
|
power_optimization
|
neural_network
|
maintain
| 0.86 | true | 64.45 | 70.83 | 6.38 | 96.2 | 4,917 |
Airtel
|
success
|
AI00149550
| 2025-09-11T17:38:00 |
ENU-8482
|
Enugu
|
interference_mitigation
|
random_forest
|
decrease
| 0.95 | true | 81.56 | 87.74 | 6.18 | 0 | 1,241 |
Airtel
|
success
|
AI00149551
| 2025-09-30T23:49:00 |
ABU-1904
|
Abuja
|
spectrum_allocation
|
reinforcement_learning
|
maintain
| 0.71 | true | 77.34 | 96.4 | 19.06 | 0 | 1,820 |
Airtel
|
success
|
AI00149552
| 2025-09-12T22:47:00 |
ABA-1847
|
Aba
|
energy_saving
|
neural_network
|
decrease
| 0.93 | true | 71.84 | 71.84 | 7.83 | 190.22 | 2,114 |
9mobile
|
success
|
AI00149553
| 2025-09-25T23:38:00 |
WAR-1087
|
Warri
|
interference_mitigation
|
neural_network
|
redistribute
| 0.96 | true | 62.61 | 74.07 | 11.46 | 0 | 3,148 |
Glo
|
success
|
AI00149554
| 2025-09-22T14:45:00 |
ONI-1472
|
Onitsha
|
interference_mitigation
|
neural_network
|
decrease
| 0.7 | true | 61.13 | 81.07 | 19.94 | 0 | 4,903 |
Glo
|
success
|
AI00149555
| 2025-09-13T18:45:00 |
ILO-6350
|
Ilorin
|
capacity_planning
|
reinforcement_learning
|
increase
| 0.73 | true | 60.67 | 72.14 | 11.47 | 0 | 1,058 |
9mobile
|
success
|
AI00149556
| 2025-09-30T07:28:00 |
WAR-2833
|
Warri
|
handover_optimization
|
neural_network
|
increase
| 0.96 | true | 70.03 | 76.35 | 6.32 | 0 | 1,747 |
MTN
|
success
|
AI00149557
| 2025-09-23T11:17:00 |
ILO-8506
|
Ilorin
|
energy_saving
|
random_forest
|
maintain
| 0.99 | true | 71.81 | 80.99 | 9.18 | 139.26 | 2,790 |
MTN
|
success
|
AI00149558
| 2025-09-07T15:22:00 |
ABE-7697
|
Abeokuta
|
fault_prediction
|
gradient_boosting
|
maintain
| 0.98 | true | 76.22 | 76.22 | 6.85 | 0 | 2,357 |
Airtel
|
success
|
AI00149559
| 2025-09-24T03:30:00 |
ABA-7547
|
Aba
|
interference_mitigation
|
reinforcement_learning
|
decrease
| 0.88 | false | 69.62 | 78.99 | 9.37 | 0 | 2,893 |
Airtel
|
partial_success
|
AI00149560
| 2025-09-28T07:06:00 |
BEN-8921
|
Benin City
|
load_balancing
|
random_forest
|
decrease
| 0.96 | true | 69.42 | 85.49 | 16.07 | 0 | 3,321 |
MTN
|
success
|
AI00149561
| 2025-09-14T03:17:00 |
LAG-4857
|
Lagos
|
energy_saving
|
neural_network
|
maintain
| 0.92 | true | 71.98 | 80.5 | 8.52 | 121.3 | 2,564 |
Airtel
|
success
|
AI00149562
| 2025-09-09T23:41:00 |
ABU-7596
|
Abuja
|
interference_mitigation
|
random_forest
|
decrease
| 0.86 | false | 62.77 | 69.41 | 6.64 | 0 | 4,100 |
9mobile
|
success
|
AI00149563
| 2025-09-21T04:04:00 |
WAR-8325
|
Warri
|
energy_saving
|
neural_network
|
maintain
| 0.98 | true | 84.61 | 100.78 | 16.17 | 133.55 | 2,927 |
MTN
|
partial_success
|
AI00149564
| 2025-09-30T10:45:00 |
BEN-6650
|
Benin City
|
fault_prediction
|
reinforcement_learning
|
increase
| 0.87 | true | 69.64 | 88.53 | 18.89 | 0 | 4,298 |
Airtel
|
success
|
AI00149565
| 2025-09-08T17:32:00 |
IBA-2659
|
Ibadan
|
spectrum_allocation
|
random_forest
|
decrease
| 0.71 | true | 66.45 | 80.07 | 0 | 0 | 2,186 |
MTN
|
success
|
AI00149566
| 2025-09-30T09:34:00 |
IBA-2803
|
Ibadan
|
load_balancing
|
neural_network
|
redistribute
| 0.82 | true | 76.16 | 92.74 | 16.58 | 0 | 1,770 |
Glo
|
success
|
AI00149567
| 2025-09-19T03:31:00 |
KAN-5168
|
Kano
|
interference_mitigation
|
reinforcement_learning
|
increase
| 0.97 | true | 77.6 | 91.76 | 14.16 | 0 | 401 |
Glo
|
partial_success
|
AI00149568
| 2025-10-01T21:23:00 |
ABE-3001
|
Abeokuta
|
energy_saving
|
random_forest
|
redistribute
| 0.9 | true | 84.31 | 84.31 | 11.29 | 11.37 | 3,341 |
Glo
|
success
|
AI00149569
| 2025-09-16T14:55:00 |
LAG-7420
|
Lagos
|
interference_mitigation
|
random_forest
|
maintain
| 0.99 | true | 64.46 | 76.81 | 12.35 | 0 | 3,137 |
Airtel
|
success
|
AI00149570
| 2025-09-13T22:42:00 |
ONI-9571
|
Onitsha
|
spectrum_allocation
|
neural_network
|
decrease
| 0.97 | true | 73.01 | 78.02 | 5.01 | 0 | 2,676 |
Glo
|
success
|
AI00149571
| 2025-09-27T13:06:00 |
WAR-1630
|
Warri
|
fault_prediction
|
gradient_boosting
|
decrease
| 0.73 | true | 84.43 | 100.65 | 16.22 | 0 | 3,536 |
Airtel
|
success
|
AI00149572
| 2025-09-26T15:21:00 |
ABE-4006
|
Abeokuta
|
spectrum_allocation
|
gradient_boosting
|
increase
| 0.96 | true | 63.05 | 72.03 | 8.98 | 0 | 2,846 |
MTN
|
success
|
AI00149573
| 2025-09-27T17:11:00 |
WAR-6840
|
Warri
|
load_balancing
|
random_forest
|
decrease
| 0.78 | true | 74.81 | 74.81 | 19.87 | 0 | 4,240 |
Glo
|
success
|
AI00149574
| 2025-09-04T03:49:00 |
IBA-3715
|
Ibadan
|
interference_mitigation
|
neural_network
|
decrease
| 0.87 | true | 65.01 | 76.01 | 11 | 0 | 2,603 |
9mobile
|
success
|
AI00149575
| 2025-09-16T21:04:00 |
ABU-7805
|
Abuja
|
spectrum_allocation
|
neural_network
|
redistribute
| 0.72 | false | 77.25 | 92.92 | 15.67 | 0 | 273 |
MTN
|
success
|
AI00149576
| 2025-09-02T23:38:00 |
LAG-4729
|
Lagos
|
fault_prediction
|
neural_network
|
decrease
| 0.8 | true | 71.16 | 86.2 | 0 | 0 | 865 |
Airtel
|
success
|
AI00149577
| 2025-09-20T10:31:00 |
LAG-5191
|
Lagos
|
fault_prediction
|
neural_network
|
maintain
| 0.82 | true | 84.82 | 98.51 | 13.69 | 0 | 2,325 |
MTN
|
success
|
AI00149578
| 2025-09-06T11:33:00 |
ENU-9728
|
Enugu
|
interference_mitigation
|
gradient_boosting
|
increase
| 0.71 | true | 83.08 | 83.08 | 0 | 0 | 1,981 |
Airtel
|
success
|
AI00149579
| 2025-09-29T03:50:00 |
JOS-6834
|
Jos
|
handover_optimization
|
random_forest
|
decrease
| 0.87 | true | 81.84 | 81.84 | 6.9 | 0 | 3,119 |
9mobile
|
success
|
AI00149580
| 2025-09-21T11:53:00 |
IBA-4737
|
Ibadan
|
handover_optimization
|
gradient_boosting
|
maintain
| 0.84 | false | 77.24 | 92.1 | 14.86 | 0 | 406 |
Airtel
|
success
|
AI00149581
| 2025-09-04T01:26:00 |
LAG-2104
|
Lagos
|
spectrum_allocation
|
neural_network
|
decrease
| 0.93 | true | 79.31 | 98.52 | 19.21 | 0 | 2,611 |
Airtel
|
success
|
AI00149582
| 2025-09-08T20:15:00 |
KAD-9252
|
Kaduna
|
capacity_planning
|
reinforcement_learning
|
maintain
| 0.78 | true | 66.16 | 84.03 | 17.87 | 0 | 2,701 |
Airtel
|
success
|
AI00149583
| 2025-09-09T21:55:00 |
BEN-4996
|
Benin City
|
spectrum_allocation
|
reinforcement_learning
|
maintain
| 0.97 | true | 60.93 | 72.47 | 11.54 | 0 | 3,802 |
MTN
|
success
|
AI00149584
| 2025-09-21T03:11:00 |
ONI-4375
|
Onitsha
|
energy_saving
|
neural_network
|
increase
| 0.88 | true | 69.42 | 82.37 | 12.95 | 102.16 | 2,247 |
Airtel
|
partial_success
|
AI00149585
| 2025-09-06T06:31:00 |
JOS-1504
|
Jos
|
capacity_planning
|
gradient_boosting
|
maintain
| 0.82 | true | 78.24 | 84.06 | 5.82 | 0 | 4,175 |
9mobile
|
success
|
AI00149586
| 2025-09-02T08:53:00 |
CAL-6641
|
Calabar
|
power_optimization
|
reinforcement_learning
|
maintain
| 0.9 | true | 81.48 | 92.62 | 0 | 181.67 | 3,195 |
MTN
|
success
|
AI00149587
| 2025-09-17T21:15:00 |
KAD-6794
|
Kaduna
|
spectrum_allocation
|
neural_network
|
maintain
| 0.85 | true | 76.36 | 88.23 | 11.87 | 0 | 1,310 |
Airtel
|
partial_success
|
AI00149588
| 2025-09-10T13:43:00 |
IBA-3368
|
Ibadan
|
energy_saving
|
neural_network
|
redistribute
| 0.91 | true | 67.34 | 67.34 | 17.8 | 175.92 | 2,841 |
MTN
|
success
|
AI00149589
| 2025-09-01T01:27:00 |
LAG-7375
|
Lagos
|
load_balancing
|
gradient_boosting
|
increase
| 0.98 | true | 83.96 | 102.23 | 18.27 | 0 | 800 |
MTN
|
success
|
AI00149590
| 2025-09-07T02:31:00 |
LAG-3801
|
Lagos
|
spectrum_allocation
|
random_forest
|
maintain
| 0.76 | true | 75.61 | 86.87 | 11.26 | 0 | 3,716 |
Glo
|
success
|
AI00149591
| 2025-09-26T01:35:00 |
ABA-5775
|
Aba
|
load_balancing
|
neural_network
|
maintain
| 0.79 | false | 81.53 | 99.46 | 17.93 | 0 | 883 |
Glo
|
success
|
AI00149592
| 2025-09-13T07:21:00 |
ILO-3726
|
Ilorin
|
energy_saving
|
neural_network
|
increase
| 0.95 | true | 70.12 | 79.76 | 9.64 | 177.12 | 1,773 |
MTN
|
success
|
AI00149593
| 2025-09-02T03:26:00 |
ONI-9754
|
Onitsha
|
energy_saving
|
neural_network
|
maintain
| 0.74 | true | 72.12 | 84.76 | 0 | 81.47 | 679 |
MTN
|
success
|
AI00149594
| 2025-09-14T05:54:00 |
POR-6421
|
Port Harcourt
|
spectrum_allocation
|
gradient_boosting
|
maintain
| 0.87 | false | 71.69 | 86.68 | 14.99 | 0 | 478 |
MTN
|
success
|
AI00149595
| 2025-09-20T23:58:00 |
JOS-4233
|
Jos
|
handover_optimization
|
random_forest
|
maintain
| 0.89 | true | 71.67 | 71.67 | 17.12 | 0 | 2,060 |
Airtel
|
failed
|
AI00149596
| 2025-09-18T16:11:00 |
ILO-7171
|
Ilorin
|
power_optimization
|
neural_network
|
maintain
| 0.96 | true | 72.37 | 83.22 | 10.85 | 168.7 | 3,672 |
Airtel
|
success
|
AI00149597
| 2025-09-02T12:23:00 |
ILO-8326
|
Ilorin
|
spectrum_allocation
|
neural_network
|
decrease
| 0.72 | true | 79.58 | 89.32 | 9.74 | 0 | 2,074 |
9mobile
|
partial_success
|
AI00149598
| 2025-09-16T03:34:00 |
LAG-8603
|
Lagos
|
load_balancing
|
gradient_boosting
|
decrease
| 0.86 | true | 71.25 | 71.25 | 11.71 | 0 | 4,573 |
9mobile
|
success
|
AI00149599
| 2025-09-12T05:54:00 |
POR-1118
|
Port Harcourt
|
handover_optimization
|
gradient_boosting
|
decrease
| 0.87 | true | 69.58 | 74.99 | 5.41 | 0 | 2,244 |
9mobile
|
success
|
AI00149600
| 2025-09-19T10:06:00 |
KAD-1809
|
Kaduna
|
interference_mitigation
|
random_forest
|
maintain
| 0.9 | true | 61.51 | 70.61 | 9.1 | 0 | 578 |
MTN
|
success
|
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