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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
AI00149901
| 2025-09-29T07:29:00 |
JOS-9535
|
Jos
|
power_optimization
|
random_forest
|
maintain
| 0.81 | true | 71.49 | 84.19 | 12.7 | 130.26 | 4,167 |
9mobile
|
success
|
AI00149902
| 2025-09-04T09:52:00 |
BEN-3435
|
Benin City
|
capacity_planning
|
random_forest
|
decrease
| 0.72 | true | 61.49 | 79.94 | 18.45 | 0 | 4,951 |
Glo
|
success
|
AI00149903
| 2025-09-30T09:48:00 |
IBA-6396
|
Ibadan
|
load_balancing
|
reinforcement_learning
|
increase
| 0.91 | true | 74.94 | 80.39 | 5.45 | 0 | 1,520 |
9mobile
|
success
|
AI00149904
| 2025-09-05T21:54:00 |
BEN-2780
|
Benin City
|
fault_prediction
|
random_forest
|
maintain
| 0.98 | true | 77.24 | 94.01 | 16.77 | 0 | 3,244 |
MTN
|
success
|
AI00149905
| 2025-09-09T07:44:00 |
CAL-1096
|
Calabar
|
power_optimization
|
gradient_boosting
|
increase
| 0.82 | true | 76.26 | 76.26 | 11.34 | 86.29 | 4,102 |
Glo
|
success
|
AI00149906
| 2025-09-14T09:36:00 |
ONI-7321
|
Onitsha
|
power_optimization
|
reinforcement_learning
|
redistribute
| 0.93 | false | 76.17 | 89.14 | 12.97 | 43.22 | 2,968 |
Glo
|
success
|
AI00149907
| 2025-09-21T02:18:00 |
KAD-3210
|
Kaduna
|
power_optimization
|
neural_network
|
maintain
| 0.87 | true | 64.3 | 64.3 | 9.7 | 148.87 | 3,505 |
Glo
|
success
|
AI00149908
| 2025-09-23T12:22:00 |
KAD-1851
|
Kaduna
|
spectrum_allocation
|
gradient_boosting
|
maintain
| 0.98 | true | 65.7 | 71.25 | 5.55 | 0 | 3,456 |
Glo
|
partial_success
|
AI00149909
| 2025-10-01T22:55:00 |
KAN-9393
|
Kano
|
interference_mitigation
|
neural_network
|
increase
| 0.95 | true | 81.6 | 98.54 | 16.94 | 0 | 4,006 |
Glo
|
success
|
AI00149910
| 2025-09-18T14:58:00 |
CAL-4698
|
Calabar
|
load_balancing
|
gradient_boosting
|
maintain
| 0.9 | true | 63.04 | 78.95 | 15.91 | 0 | 1,500 |
MTN
|
success
|
AI00149911
| 2025-09-10T20:50:00 |
ABU-3547
|
Abuja
|
handover_optimization
|
gradient_boosting
|
decrease
| 0.87 | true | 60.31 | 77.18 | 16.87 | 0 | 1,727 |
Glo
|
success
|
AI00149912
| 2025-09-27T09:48:00 |
ABA-5279
|
Aba
|
power_optimization
|
neural_network
|
increase
| 0.86 | true | 69.73 | 87.89 | 18.16 | 143.22 | 2,483 |
9mobile
|
success
|
AI00149913
| 2025-09-01T19:04:00 |
IBA-1664
|
Ibadan
|
energy_saving
|
reinforcement_learning
|
maintain
| 0.95 | false | 72.46 | 89.7 | 17.24 | 176.14 | 725 |
9mobile
|
success
|
AI00149914
| 2025-09-03T05:06:00 |
ABE-6061
|
Abeokuta
|
fault_prediction
|
random_forest
|
redistribute
| 0.96 | true | 67.27 | 67.27 | 19.88 | 0 | 1,599 |
Glo
|
partial_success
|
AI00149915
| 2025-09-24T04:06:00 |
ONI-7556
|
Onitsha
|
handover_optimization
|
neural_network
|
decrease
| 0.82 | false | 63.49 | 74.29 | 10.8 | 0 | 3,101 |
MTN
|
success
|
AI00149916
| 2025-09-10T03:32:00 |
WAR-6699
|
Warri
|
spectrum_allocation
|
reinforcement_learning
|
decrease
| 0.73 | true | 73.92 | 73.92 | 9.66 | 0 | 3,084 |
9mobile
|
success
|
AI00149917
| 2025-10-01T06:14:00 |
ONI-2281
|
Onitsha
|
load_balancing
|
neural_network
|
maintain
| 0.97 | true | 60.14 | 70.6 | 0 | 0 | 1,506 |
Airtel
|
success
|
AI00149918
| 2025-09-14T09:54:00 |
CAL-8020
|
Calabar
|
energy_saving
|
neural_network
|
redistribute
| 0.82 | false | 66.35 | 66.35 | 6.75 | 70.68 | 2,899 |
Glo
|
partial_success
|
AI00149919
| 2025-09-21T14:43:00 |
WAR-9861
|
Warri
|
fault_prediction
|
neural_network
|
increase
| 0.82 | true | 62.21 | 67.78 | 5.57 | 0 | 659 |
9mobile
|
partial_success
|
AI00149920
| 2025-09-21T02:44:00 |
POR-9889
|
Port Harcourt
|
interference_mitigation
|
gradient_boosting
|
maintain
| 0.92 | true | 75.75 | 81.77 | 6.02 | 0 | 2,248 |
9mobile
|
success
|
AI00149921
| 2025-09-28T07:36:00 |
ONI-4551
|
Onitsha
|
capacity_planning
|
reinforcement_learning
|
redistribute
| 0.86 | true | 70.95 | 80.15 | 9.2 | 0 | 4,784 |
Glo
|
success
|
AI00149922
| 2025-09-22T11:02:00 |
KAD-9062
|
Kaduna
|
interference_mitigation
|
random_forest
|
maintain
| 0.83 | true | 71.62 | 85.53 | 13.91 | 0 | 2,670 |
Glo
|
success
|
AI00149923
| 2025-10-01T02:34:00 |
KAN-7773
|
Kano
|
fault_prediction
|
gradient_boosting
|
increase
| 0.78 | true | 81.32 | 99.84 | 18.52 | 0 | 2,319 |
Glo
|
partial_success
|
AI00149924
| 2025-09-20T18:03:00 |
ONI-2431
|
Onitsha
|
capacity_planning
|
reinforcement_learning
|
maintain
| 0.74 | true | 69.42 | 84.52 | 15.1 | 0 | 1,221 |
MTN
|
success
|
AI00149925
| 2025-09-16T01:24:00 |
ONI-7643
|
Onitsha
|
interference_mitigation
|
neural_network
|
decrease
| 0.91 | true | 79.6 | 99.55 | 19.95 | 0 | 2,590 |
Airtel
|
success
|
AI00149926
| 2025-09-25T15:51:00 |
ABA-4571
|
Aba
|
capacity_planning
|
random_forest
|
increase
| 0.81 | false | 73.99 | 84.9 | 10.91 | 0 | 3,611 |
Glo
|
success
|
AI00149927
| 2025-09-13T17:12:00 |
WAR-3072
|
Warri
|
capacity_planning
|
reinforcement_learning
|
decrease
| 0.92 | true | 84.99 | 90.17 | 5.18 | 0 | 4,135 |
Airtel
|
partial_success
|
AI00149928
| 2025-09-28T18:22:00 |
ONI-1550
|
Onitsha
|
handover_optimization
|
gradient_boosting
|
decrease
| 0.72 | true | 66.25 | 76.1 | 9.85 | 0 | 3,365 |
Glo
|
success
|
AI00149929
| 2025-10-01T18:59:00 |
KAD-3911
|
Kaduna
|
handover_optimization
|
random_forest
|
decrease
| 0.78 | true | 60.99 | 60.99 | 5.06 | 0 | 2,310 |
MTN
|
success
|
AI00149930
| 2025-09-28T21:50:00 |
JOS-1934
|
Jos
|
load_balancing
|
gradient_boosting
|
maintain
| 0.9 | true | 67.54 | 67.54 | 10.43 | 0 | 1,444 |
9mobile
|
failed
|
AI00149931
| 2025-09-14T15:25:00 |
ABU-5016
|
Abuja
|
power_optimization
|
random_forest
|
decrease
| 0.84 | true | 81.49 | 100.27 | 18.78 | 146.64 | 1,000 |
Glo
|
success
|
AI00149932
| 2025-09-11T23:37:00 |
ONI-7100
|
Onitsha
|
interference_mitigation
|
gradient_boosting
|
maintain
| 0.9 | false | 68.37 | 68.37 | 12.22 | 0 | 2,438 |
9mobile
|
success
|
AI00149933
| 2025-09-26T00:38:00 |
CAL-9291
|
Calabar
|
power_optimization
|
neural_network
|
increase
| 0.73 | true | 70.82 | 85.09 | 14.27 | 32.72 | 1,534 |
Airtel
|
success
|
AI00149934
| 2025-09-08T17:06:00 |
ILO-9113
|
Ilorin
|
fault_prediction
|
neural_network
|
maintain
| 0.94 | true | 65.74 | 75.47 | 9.73 | 0 | 4,907 |
Airtel
|
success
|
AI00149935
| 2025-09-13T21:32:00 |
KAN-3460
|
Kano
|
fault_prediction
|
neural_network
|
maintain
| 0.86 | false | 79.24 | 87.82 | 8.58 | 0 | 828 |
Glo
|
success
|
AI00149936
| 2025-10-01T19:11:00 |
ABA-1017
|
Aba
|
load_balancing
|
random_forest
|
decrease
| 0.92 | true | 62.59 | 82.03 | 19.44 | 0 | 4,063 |
Airtel
|
partial_success
|
AI00149937
| 2025-09-24T21:58:00 |
ILO-7743
|
Ilorin
|
interference_mitigation
|
neural_network
|
redistribute
| 0.81 | true | 66.91 | 66.91 | 19.24 | 0 | 2,403 |
Airtel
|
success
|
AI00149938
| 2025-09-20T04:15:00 |
WAR-7646
|
Warri
|
handover_optimization
|
gradient_boosting
|
decrease
| 0.78 | true | 74.91 | 74.91 | 8.79 | 0 | 167 |
Airtel
|
partial_success
|
AI00149939
| 2025-09-14T04:38:00 |
ABE-3573
|
Abeokuta
|
capacity_planning
|
reinforcement_learning
|
increase
| 0.74 | true | 64.94 | 71.95 | 7.01 | 0 | 1,413 |
9mobile
|
success
|
AI00149940
| 2025-09-29T06:22:00 |
ABA-5785
|
Aba
|
fault_prediction
|
random_forest
|
maintain
| 0.92 | true | 78.75 | 98.08 | 19.33 | 0 | 3,296 |
Glo
|
success
|
AI00149941
| 2025-09-19T02:01:00 |
ENU-8342
|
Enugu
|
capacity_planning
|
random_forest
|
increase
| 0.7 | true | 80.66 | 91.27 | 0 | 0 | 2,377 |
Glo
|
success
|
AI00149942
| 2025-09-26T20:07:00 |
KAD-2189
|
Kaduna
|
capacity_planning
|
neural_network
|
maintain
| 0.85 | false | 79.85 | 94.03 | 0 | 0 | 2,898 |
Airtel
|
success
|
AI00149943
| 2025-09-17T21:32:00 |
JOS-9861
|
Jos
|
interference_mitigation
|
gradient_boosting
|
increase
| 0.85 | false | 83.66 | 94.85 | 11.19 | 0 | 2,726 |
Airtel
|
success
|
AI00149944
| 2025-09-02T02:50:00 |
BEN-4369
|
Benin City
|
fault_prediction
|
neural_network
|
redistribute
| 0.76 | true | 71.17 | 83.08 | 11.91 | 0 | 2,684 |
Airtel
|
success
|
AI00149945
| 2025-09-29T00:24:00 |
POR-4665
|
Port Harcourt
|
handover_optimization
|
neural_network
|
decrease
| 0.84 | true | 75.72 | 75.72 | 0 | 0 | 2,594 |
Airtel
|
success
|
AI00149946
| 2025-09-28T13:46:00 |
CAL-1801
|
Calabar
|
energy_saving
|
gradient_boosting
|
maintain
| 0.76 | true | 76.41 | 88.48 | 12.07 | 153.06 | 410 |
Airtel
|
success
|
AI00149947
| 2025-09-26T02:28:00 |
ABA-1335
|
Aba
|
power_optimization
|
reinforcement_learning
|
decrease
| 0.71 | true | 82.2 | 82.2 | 9.71 | 134.57 | 2,865 |
Glo
|
success
|
AI00149948
| 2025-09-10T05:07:00 |
ILO-3612
|
Ilorin
|
load_balancing
|
reinforcement_learning
|
redistribute
| 0.86 | true | 83.22 | 94.53 | 11.31 | 0 | 768 |
9mobile
|
success
|
AI00149949
| 2025-10-01T22:59:00 |
ENU-2002
|
Enugu
|
energy_saving
|
gradient_boosting
|
maintain
| 0.99 | false | 82.98 | 102.93 | 19.95 | 87.08 | 3,489 |
Glo
|
success
|
AI00149950
| 2025-09-12T19:50:00 |
KAD-9667
|
Kaduna
|
energy_saving
|
neural_network
|
decrease
| 0.78 | true | 71.12 | 81.53 | 10.41 | 111.86 | 2,655 |
9mobile
|
success
|
AI00149951
| 2025-09-05T17:23:00 |
ENU-9975
|
Enugu
|
load_balancing
|
random_forest
|
maintain
| 0.77 | true | 60.17 | 78.37 | 18.2 | 0 | 4,512 |
9mobile
|
partial_success
|
AI00149952
| 2025-09-20T15:14:00 |
ILO-7526
|
Ilorin
|
capacity_planning
|
reinforcement_learning
|
decrease
| 0.72 | true | 66.77 | 77 | 10.23 | 0 | 3,494 |
Glo
|
success
|
AI00149953
| 2025-09-26T14:14:00 |
ILO-8404
|
Ilorin
|
power_optimization
|
random_forest
|
maintain
| 0.79 | true | 68.46 | 83.1 | 14.64 | 106.08 | 1,216 |
9mobile
|
success
|
AI00149954
| 2025-10-01T02:31:00 |
ONI-1246
|
Onitsha
|
energy_saving
|
neural_network
|
maintain
| 0.98 | true | 77.47 | 77.47 | 0 | 102.47 | 3,759 |
MTN
|
success
|
AI00149955
| 2025-09-03T18:15:00 |
JOS-5289
|
Jos
|
load_balancing
|
random_forest
|
increase
| 0.87 | false | 81.69 | 100.55 | 18.86 | 0 | 4,903 |
Glo
|
success
|
AI00149956
| 2025-09-16T15:19:00 |
POR-7471
|
Port Harcourt
|
capacity_planning
|
reinforcement_learning
|
decrease
| 0.82 | false | 76.2 | 90.97 | 14.77 | 0 | 4,994 |
9mobile
|
success
|
AI00149957
| 2025-09-14T09:08:00 |
ENU-6769
|
Enugu
|
fault_prediction
|
random_forest
|
decrease
| 0.83 | true | 70.87 | 90.44 | 19.57 | 0 | 643 |
Glo
|
success
|
AI00149958
| 2025-09-20T00:52:00 |
KAD-1558
|
Kaduna
|
load_balancing
|
neural_network
|
decrease
| 0.71 | true | 80.72 | 89.07 | 8.35 | 0 | 838 |
9mobile
|
success
|
AI00149959
| 2025-09-09T11:11:00 |
ABA-9396
|
Aba
|
fault_prediction
|
neural_network
|
maintain
| 0.87 | true | 74.71 | 87.83 | 13.12 | 0 | 4,405 |
Glo
|
success
|
AI00149960
| 2025-09-26T10:48:00 |
ONI-3800
|
Onitsha
|
capacity_planning
|
reinforcement_learning
|
increase
| 0.72 | true | 65.17 | 75.87 | 10.7 | 0 | 3,542 |
MTN
|
success
|
AI00149961
| 2025-09-12T19:20:00 |
ABA-7073
|
Aba
|
handover_optimization
|
random_forest
|
increase
| 0.95 | true | 64.72 | 84.22 | 19.5 | 0 | 1,474 |
MTN
|
success
|
AI00149962
| 2025-09-13T07:54:00 |
ILO-5694
|
Ilorin
|
energy_saving
|
random_forest
|
decrease
| 0.98 | true | 63.69 | 63.69 | 6.25 | 165.79 | 1,823 |
Glo
|
success
|
AI00149963
| 2025-09-09T10:59:00 |
ILO-1815
|
Ilorin
|
fault_prediction
|
neural_network
|
decrease
| 0.76 | true | 73.47 | 83.44 | 9.97 | 0 | 332 |
9mobile
|
success
|
AI00149964
| 2025-09-16T20:22:00 |
ILO-5033
|
Ilorin
|
handover_optimization
|
reinforcement_learning
|
decrease
| 0.84 | true | 80.78 | 80.78 | 13.14 | 0 | 3,201 |
9mobile
|
success
|
AI00149965
| 2025-09-22T13:52:00 |
POR-6690
|
Port Harcourt
|
fault_prediction
|
neural_network
|
increase
| 0.99 | true | 68.59 | 81.86 | 13.27 | 0 | 1,914 |
Glo
|
failed
|
AI00149966
| 2025-09-06T18:50:00 |
POR-7800
|
Port Harcourt
|
energy_saving
|
neural_network
|
increase
| 0.71 | true | 81.75 | 97.49 | 15.74 | 125.46 | 1,143 |
MTN
|
success
|
AI00149967
| 2025-09-30T06:00:00 |
ENU-7676
|
Enugu
|
energy_saving
|
gradient_boosting
|
maintain
| 0.95 | true | 81.17 | 81.17 | 5.71 | 192.76 | 1,843 |
Glo
|
success
|
AI00149968
| 2025-09-13T02:56:00 |
LAG-1788
|
Lagos
|
energy_saving
|
reinforcement_learning
|
increase
| 0.9 | true | 72.3 | 86.01 | 13.71 | 67.47 | 2,525 |
Airtel
|
success
|
AI00149969
| 2025-09-07T22:32:00 |
CAL-5048
|
Calabar
|
energy_saving
|
random_forest
|
decrease
| 0.87 | true | 81.15 | 90.67 | 0 | 47.41 | 1,783 |
Glo
|
success
|
AI00149970
| 2025-09-18T13:51:00 |
IBA-9950
|
Ibadan
|
power_optimization
|
reinforcement_learning
|
maintain
| 0.93 | false | 75.51 | 87.7 | 12.19 | 26.3 | 2,265 |
Glo
|
success
|
AI00149971
| 2025-09-27T23:07:00 |
POR-3496
|
Port Harcourt
|
handover_optimization
|
neural_network
|
maintain
| 0.95 | true | 60.19 | 72.75 | 0 | 0 | 1,289 |
MTN
|
success
|
AI00149972
| 2025-09-16T05:40:00 |
ABA-5144
|
Aba
|
fault_prediction
|
random_forest
|
maintain
| 0.91 | true | 82.09 | 93.04 | 10.95 | 0 | 2,363 |
Glo
|
success
|
AI00149973
| 2025-09-11T22:48:00 |
CAL-9674
|
Calabar
|
energy_saving
|
random_forest
|
decrease
| 0.83 | true | 78.03 | 93.95 | 15.92 | 161.22 | 323 |
9mobile
|
failed
|
AI00149974
| 2025-09-30T08:15:00 |
KAD-3370
|
Kaduna
|
interference_mitigation
|
neural_network
|
increase
| 0.91 | true | 83.37 | 100.06 | 16.69 | 0 | 1,200 |
Airtel
|
success
|
AI00149975
| 2025-10-01T19:54:00 |
LAG-2484
|
Lagos
|
spectrum_allocation
|
neural_network
|
increase
| 0.77 | true | 75.45 | 87.32 | 11.87 | 0 | 3,064 |
Airtel
|
partial_success
|
AI00149976
| 2025-09-18T03:27:00 |
JOS-8197
|
Jos
|
handover_optimization
|
neural_network
|
maintain
| 0.91 | false | 75.67 | 91.08 | 15.41 | 0 | 2,422 |
Glo
|
success
|
AI00149977
| 2025-09-30T06:44:00 |
ILO-6314
|
Ilorin
|
interference_mitigation
|
random_forest
|
redistribute
| 0.74 | true | 70.79 | 78.75 | 7.96 | 0 | 3,017 |
Airtel
|
success
|
AI00149978
| 2025-09-11T10:21:00 |
POR-5546
|
Port Harcourt
|
spectrum_allocation
|
random_forest
|
redistribute
| 0.73 | false | 62.72 | 62.72 | 12.28 | 0 | 1,560 |
MTN
|
success
|
AI00149979
| 2025-10-01T17:45:00 |
ABE-6286
|
Abeokuta
|
interference_mitigation
|
gradient_boosting
|
increase
| 0.8 | true | 77.03 | 84.18 | 7.15 | 0 | 4,034 |
Airtel
|
success
|
AI00149980
| 2025-09-15T18:05:00 |
ABA-2378
|
Aba
|
capacity_planning
|
random_forest
|
decrease
| 0.97 | true | 80.81 | 80.81 | 13.01 | 0 | 2,076 |
Airtel
|
success
|
AI00149981
| 2025-09-09T01:37:00 |
ILO-7307
|
Ilorin
|
handover_optimization
|
reinforcement_learning
|
increase
| 0.95 | true | 60.86 | 71.67 | 10.81 | 0 | 2,883 |
Glo
|
success
|
AI00149982
| 2025-09-04T23:17:00 |
ABU-8287
|
Abuja
|
interference_mitigation
|
neural_network
|
increase
| 0.71 | false | 80.59 | 92.09 | 11.5 | 0 | 121 |
Glo
|
success
|
AI00149983
| 2025-09-07T16:07:00 |
JOS-8374
|
Jos
|
interference_mitigation
|
random_forest
|
redistribute
| 0.93 | false | 60.23 | 68.34 | 8.11 | 0 | 4,747 |
9mobile
|
success
|
AI00149984
| 2025-09-09T21:42:00 |
BEN-8070
|
Benin City
|
interference_mitigation
|
random_forest
|
maintain
| 0.96 | true | 71.62 | 90.98 | 0 | 0 | 3,673 |
Glo
|
success
|
AI00149985
| 2025-09-05T19:00:00 |
KAD-5344
|
Kaduna
|
power_optimization
|
random_forest
|
increase
| 0.73 | true | 77.97 | 83.63 | 5.66 | 43.92 | 2,602 |
9mobile
|
success
|
AI00149986
| 2025-09-27T17:45:00 |
ONI-6020
|
Onitsha
|
power_optimization
|
reinforcement_learning
|
increase
| 0.92 | true | 69.17 | 69.17 | 19.28 | 17.72 | 4,639 |
Airtel
|
success
|
AI00149987
| 2025-09-01T10:12:00 |
KAN-3401
|
Kano
|
fault_prediction
|
gradient_boosting
|
decrease
| 0.74 | true | 83.36 | 90.72 | 7.36 | 0 | 2,867 |
MTN
|
success
|
AI00149988
| 2025-09-10T05:24:00 |
IBA-3004
|
Ibadan
|
energy_saving
|
reinforcement_learning
|
maintain
| 0.92 | true | 74.87 | 74.87 | 10.84 | 16.7 | 3,624 |
Airtel
|
success
|
AI00149989
| 2025-09-02T15:18:00 |
ONI-9649
|
Onitsha
|
load_balancing
|
gradient_boosting
|
increase
| 0.86 | true | 70.6 | 82.87 | 12.27 | 0 | 3,119 |
Glo
|
success
|
AI00149990
| 2025-09-28T02:29:00 |
LAG-3761
|
Lagos
|
fault_prediction
|
gradient_boosting
|
increase
| 0.94 | true | 73.65 | 78.73 | 5.08 | 0 | 4,792 |
Glo
|
success
|
AI00149991
| 2025-09-27T03:31:00 |
LAG-6784
|
Lagos
|
capacity_planning
|
random_forest
|
increase
| 0.97 | true | 61.75 | 67.97 | 6.22 | 0 | 3,376 |
Glo
|
success
|
AI00149992
| 2025-09-29T01:04:00 |
KAD-6419
|
Kaduna
|
power_optimization
|
neural_network
|
maintain
| 0.87 | true | 83.67 | 92.29 | 8.62 | 25.45 | 3,257 |
Glo
|
partial_success
|
AI00149993
| 2025-09-26T11:46:00 |
IBA-7262
|
Ibadan
|
load_balancing
|
gradient_boosting
|
increase
| 0.74 | false | 74.77 | 74.77 | 16.46 | 0 | 1,998 |
MTN
|
success
|
AI00149994
| 2025-09-27T23:26:00 |
POR-9871
|
Port Harcourt
|
interference_mitigation
|
gradient_boosting
|
redistribute
| 0.83 | true | 74.96 | 86.91 | 11.95 | 0 | 4,161 |
Airtel
|
success
|
AI00149995
| 2025-09-09T18:46:00 |
POR-1636
|
Port Harcourt
|
handover_optimization
|
reinforcement_learning
|
redistribute
| 0.95 | true | 69.55 | 77.01 | 7.46 | 0 | 2,682 |
Glo
|
success
|
AI00149996
| 2025-09-10T04:04:00 |
POR-1245
|
Port Harcourt
|
spectrum_allocation
|
reinforcement_learning
|
maintain
| 0.71 | false | 68.64 | 83.81 | 15.17 | 0 | 4,986 |
Airtel
|
success
|
AI00149997
| 2025-09-26T15:34:00 |
KAN-5369
|
Kano
|
capacity_planning
|
reinforcement_learning
|
maintain
| 0.96 | true | 61.61 | 79.14 | 17.53 | 0 | 4,358 |
MTN
|
success
|
AI00149998
| 2025-09-26T15:10:00 |
ONI-9496
|
Onitsha
|
energy_saving
|
reinforcement_learning
|
decrease
| 0.77 | true | 69.83 | 83.21 | 13.38 | 51.56 | 4,923 |
Glo
|
success
|
AI00149999
| 2025-09-04T15:36:00 |
ILO-5827
|
Ilorin
|
energy_saving
|
random_forest
|
maintain
| 0.92 | false | 61.44 | 66.73 | 5.29 | 121.5 | 2,341 |
Airtel
|
success
|
AI00150000
| 2025-09-24T19:00:00 |
ILO-4223
|
Ilorin
|
power_optimization
|
neural_network
|
increase
| 0.75 | true | 63.8 | 63.8 | 18.62 | 45.89 | 621 |
Glo
|
success
|
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