A reinforcement learning based approach for 5G network slicing across multiple domains G Kibalya, J Serrat, JL Gorricho, R Pasquini, H Yao, P Zhang 2019 15th International Conference on Network and Service Management (CNSM), 1-5, 2019 | 27 | 2019 |
A deep reinforcement learning-based algorithm for reliability-aware multi-domain service deployment in smart ecosystems G Kibalya, J Serrat, JL Gorricho, D Okello, P Zhang Neural Computing and Applications 35 (33), 23795-23817, 2023 | 20 | 2023 |
A novel dynamic programming inspired algorithm for embedding of virtual networks in future networks G Kibalya, J Serrat, JL Gorricho, H Yao, P Zhang Computer Networks 179, 107349, 2020 | 20 | 2020 |
GCMD: Genetic correlation multi-domain virtual network embedding algorithm P Zhang, X Pang, G Kibalya, N Kumar, S He, B Zhao IEEE access 9, 67167-67175, 2021 | 14 | 2021 |
A multi-stage graph based algorithm for survivable service function chain orchestration with backup resource sharing G Kibalya, J Serrat, JL Gorricho, J Serugunda, P Zhang Computer Communications 174, 42-60, 2021 | 13 | 2021 |
Edge computing network resource allocation based on virtual network embedding K Zhan, N Chen, SVN Santhosh Kumar, G Kibalya, P Zhang, H Zhang International Journal of Communication Systems, e5344, 2022 | 11 | 2022 |
A reinforcement learning approach for virtual network function chaining and sharing in softwarized networks G KIbalya, J Serrat-Fernández, JL Gorricho, P Zhang IEEE transactions on network and service management 19 (3), 3352-3370, 2022 | 7 | 2022 |
A reinforcement learning approach for placement of stateful virtualized network functions G Kibalya, J Serrat, JL Gorricho, DG Bujjingo, J Sserugunda, P Zhang 2021 IFIP/IEEE International Symposium on Integrated Network Management (IM …, 2021 | 6 | 2021 |
DPRL: Task offloading strategy based on differential privacy and reinforcement learning in edge computing P Zhang, P Gan, L Chang, W Wen, M Selvi, G Kibalya IEEE access 10, 54002-54011, 2022 | 5 | 2022 |
Security enhanced sentence similarity computing model based on convolutional neural network Q Sun, X Huang, G Kibalya, N Kumar, SVNS Kumar, P Zhang, D Xie IEEE access 9, 104183-104196, 2021 | 5 | 2021 |
A multi-stage graph aided algorithm for distributed service function chain provisioning across multiple domains G Kibalya, J Serrat-Fernandez, JL Gorricho, DG Bujjingo, J Serugunda IEEE access 9, 114884-114904, 2021 | 4 | 2021 |
Challenges of traditional networks and development of programmable networks F Liu, G Kibalya, SVN Santhosh Kumar, P Zhang Software defined internet of everything, 37-61, 2021 | 3 | 2021 |
QoS prediction in intelligent edge computing based on feature learning H Zhang, D Wang, W Zhang, L Tan, G Kibalya, P Zhang, KK Igorevich Journal of Cloud Computing 12 (1), 17, 2023 | 2 | 2023 |
An artificial intelligence strategy for the deployment of future microservice-based applications in 6G networks JB Ssemakula, JL Gorricho, G Kibalya, J Serrat-Fernandez Neural Computing and Applications 36 (18), 10971-10997, 2024 | 1 | 2024 |
Deployment of Future Services in a Multi-access Edge Computing Environment Using Intelligence at the Edge JB Ssemakula, JL Gorricho, G Kibalya, J Serrat-Fernandez Journal of Network and Systems Management 31 (4), 72, 2023 | 1 | 2023 |
Battery-aware network discovery algorithm for mobile terminals within heterogeneous networks X Pons, S Althunibat, G Kibalya, C Gruet, L Naviner, F Granelli 2014 IEEE 19th International Workshop on Computer Aided Modeling and Design …, 2014 | 1 | 2014 |
Optimized provisioning technique of future services with different QoS requirements in multi-access edge computing JB Ssemakula, JL Gorricho, G Kibalya, J Serrat-Fernandez Computer Communications, 2024 | | 2024 |
Contribution to multi-domain network slicing: resource orchestration framework and algorithms GM Kibalya Universitat Politècnica de Catalunya, 2022 | | 2022 |
An Artificial Intelligence Strategy for the Deployment of Future Holographic Type Communication Services in Edge-Cloud Computing JB Ssemakula, JL Gorricho, G Kibalya | | 2022 |
RAN Slicing Framework and Resource Allocation in Multi-domain Heterogeneous Networks. G Kibalya, J Serrat, JL Gorricho AIMS, 65-69, 2018 | | 2018 |