Dr Syed Muhammad Raza
- Lecturer (Autonomous Systems & Connectivity)
email:
SyedMuhammad.Raza@glasgow.ac.uk
pronouns:
He/him/his
522, James Watt South Building, Glasgow, G12 8QQ
Publications
Prior publications
Article
Kim-Ngoc T. Le, Thien-Binh Dang, Duc-Tai Le, Syed M. Raza, Moonseong Kim, Hyunseung Choo (2024) VEAD: Variance profile Exploitation for Anomaly Detection in real-time IoT data streaming Crossref. (doi: 10.1016/j.iot.2023.100994)
Van-Vi Vo, Duc-Tai Le, Syed M. Raza, Moonseong Kim, Hyunseung Choo (2024) Active Neighbor Exploitation for Fast Data Aggregation in IoT Sensor Networks Crossref. (doi: 10.1109/JIOT.2024.3354730)
Yang, H., Raza, S.M., Kim, M., Choo, H. (2023) Deep Mobile Path Prediction with Shift-and-Join and Carry-Ahead Scopus - Elsevier. ISSN 23327731 (doi: 10.1109/TCCN.2023.3242376)
Syed M. Raza, Boyun Jang, Huigyu Yang, Moonseong Kim, Hyunseung Choo (2022) Improved GAN with fact forcing for mobility prediction Crossref. (doi: 10.1016/j.jnca.2022.103488)
Younghoon Jang, Syed M. Raza, Moonseong Kim, Hyunseung Choo (2022) Proactive Handover Decision for UAVs with Deep Reinforcement Learning Crossref. (doi: 10.3390/s22031200)
Kim, B., Raza, S.M., Yang, H., Challa, R., Le, D., Kim, M., Choo, H. (2022) iPaaS: Intelligent Paging as a Service Scopus - Elsevier. ISSN 1558156X 08908044 (doi: 10.1109/MNET.123.2100764)
Syed M. Raza, Haekwon Jeong, Moonseong Kim, Hyunseung Choo (2021) HP-SFC: Hybrid Protection Mechanism Using Source Routing for Service Function Chaining Crossref. (doi: 10.3390/app11115245)
Syed M. Raza, Jaeyeop Jeong, Moonseong Kim, Byungseok Kang, Hyunseung Choo (2021) Empirical Performance and Energy Consumption Evaluation of Container Solutions on Resource Constrained IoT Gateways Crossref. (doi: 10.3390/s21041378)
Rajesh Challa, Vyacheslav V. Zalyubovskiy, Syed M. Raza, Hyunseung Choo, Aloknath De (2020) Network Slice Admission Model: Tradeoff Between Monetization and Rejections Crossref. (doi: 10.1109/JSYST.2019.2904667)
(2020) Design and experimental evaluation of OnDemand inter-domain mobility in SDN supported PMIPv6 Syed Muhammad Raza.
Raza, S.M., Thorat, P., Challa, R., Jeon, S., Choo, H. (2020) Design and experimental evaluation of OnDemand inter-domain mobility in SDN supported PMIPv6 Scopus - Elsevier. ISSN 15728196 10220038 (doi: 10.1007/s11276-019-02169-2)
Thorat, P., Raza, S.M., Kim, D.S., Choo, H. (2017) Rapid recovery from link failures in software-defined networks Scopus - Elsevier. ISSN 12292370 (doi: 10.1109/JCN.2017.000105)
Thorat, P., Jeon, S., Raza, S.M., Challa, R., Choo, H. (2017) Scalable and Efficient Forwarding Table Design for Multi-Link Failover in OpenFlow-Enabled Networks Scopus - Elsevier. ISSN 09745971 02564602 (doi: 10.1080/02564602.2017.1391135)
(2016) Leveraging proxy mobile IPv6 with SDN Syed Muhammad Raza. ISSN 1976-5541 (doi: 10.1109/JCN.2016.000061)
Conference Proceedings
Zang, J., Raza, S.M., Choo, H., Byun, G., Kim, M. (2023) Deep Reinforcement Learning Driven Aggregate Flow Entries Eviction in Software Defined Networking Scopus - Elsevier. ISSN 19767684 (doi: 10.1109/ICOIN56518.2023.10049020)
Yang, H., Raza, S.M., Le, D.-T., Kim, D.S., Choo, H. (2023) Dual-Branch Neural Networks for Predicting Shared Bikes Scopus - Elsevier. (doi: 10.1109/IMCOM56909.2023.10035665)
Byun, G., Raza, S.M., Yang, H., Kim, M., Choo, H. (2023) GAN vs. LSTM: Network State Prediction Scopus - Elsevier. (doi: 10.1109/IMCOM56909.2023.10035608)
Jang, Y., Raza, S.M., Choo, H., Kim, M. (2022) UAVs Handover Decision using Deep Reinforcement Learning Scopus - Elsevier. (doi: 10.1109/IMCOM53663.2022.9721627)
Jeong, H., Raza, S.M., Tien Nguyen, D., Kim, S., Kim, M., Choo, H. (2020) Control Plane Design for Failure Protection in Software Defined Service Function Chains Scopus - Elsevier. (doi: 10.1109/IMCOM48794.2020.9001813)
Jeong, J., Raza, S.M., Kim, M., Kang, B., Jang, B., Choo, H. (2020) Empirical analysis of containers on resource constrained IoT gateway Scopus - Elsevier. ISSN 0747668X (doi: 10.1109/ICCE46568.2020.9043056)
Jang, B., Raza, S.M., Kim, M., Choo, H. (2020) MoGAN: GAN based Next PoA Selection for Proactive Mobility Management Scopus - Elsevier. ISSN 10921648 (doi: 10.1109/ICNP49622.2020.9259368)
Ko, T., Raza, S.M., Binh, D.T., Kim, M., Choo, H. (2020) Network Prediction with Traffic Gradient Classification using Convolutional Neural Networks Scopus - Elsevier. (doi: 10.1109/IMCOM48794.2020.9001712)
Yang, H., Raza, S.M., Kim, M., Le, D.-T., Van Vo, V., Choo, H. (2020) Next Point-of-Attachment Selection Based on Long Short Term Memory Model in Wireless Networks Scopus - Elsevier. (doi: 10.1109/IMCOM48794.2020.9001672)
Choi, H., Raza, S.M., Kim, M., Choo, H. (2020) UDP flow entry eviction strategy using q-learning in software defined networking Scopus - Elsevier. (doi: 10.23919/CNSM50824.2020.9269098)
Challa, R., Raza, S.M., Jeon, S., Choo, H., Thorat, P. (2018) Refactoring Future Residential Networks into Slices Scopus - Elsevier. (doi: 10.1109/NFV-SDN.2018.8725676)
Kim, H., Jeon, S., Raza, S.M., Lee, J., Choo, H. (2018) Service-aware split point selection for user-centric mobility enhancement in SDN Scopus - Elsevier. (doi: 10.1145/3164541.3164576)
Challa, R., Jeon, S., Raza, S.M., Thorat, P., Choo, H. (2018) SuperFlex: Network slicing based super flexible 5G architecture Scopus - Elsevier. (doi: 10.1145/3164541.3175683)
Kim, Y., Raza, S.M., Nguyen, D.T., Jeon, S., Choo, H. (2018) Towards on-demand mobility management in SDN Scopus - Elsevier. (doi: 10.1145/3164541.3175681)
Raza, S.M., Thorat, P., Challa, R., Choo, H. (2017) On demand inter domain mobility in SDN based Proxy Mobile IPv6 Scopus - Elsevier. ISSN 19767684 (doi: 10.1109/ICOIN.2017.7899503)
Thorat, P., Jeon, S., Raza, S.M., Choo, H. (2017) Pre-provisioning of local protection for handling dual-failures in OpenFlow-based networks Scopus - Elsevier. (doi: 10.23919/CNSM.2017.8256050)
Raza, S.M., Park, D., Park, Y., Lee, K., Choo, H. (2016) Dynamic load balancing of local mobility anchors in software defined networking based Proxy Mobile IPv6 Scopus - Elsevier. (doi: 10.1145/2857546.2857654)
Thorat, P., Challa, R., Raza, S.M., Kim, D.S., Choo, H. (2016) Proactive failure recovery scheme for data traffic in software defined networks Scopus - Elsevier. (doi: 10.1109/NETSOFT.2016.7502416)
Challa, R., Raza, S.M., Nam, S., Choo, H. (2016) SD-MONET: Software defined mobility management in enterprise HetNet Scopus - Elsevier. (doi: 10.1145/2857546.2857652)
Raza, S.M., Thorat, P., Challa, R., Choo, H., Kim, D.S. (2016) SDN based inter-domain mobility for PMIPv6 with route optimization Scopus - Elsevier. (doi: 10.1109/NETSOFT.2016.7502436)
Thorat, P., Raza, S.M., Nguyen, D.T., Im, G., Choo, H., Kim, D.S. (2015) Optimized self-healing framework for software defined networks Scopus - Elsevier. (doi: 10.1145/2701126.2701235)
Raza, S.M., Kim, D.S., Choo, H. (2014) Leveraging PMIPv6 with SDN Scopus - Elsevier. (doi: 10.1145/2557977.2558056)
Raza, S.M., Kim, D.S., Choo, H. (2014) The proposal for SDN supported future 5G networks Scopus - Elsevier. (doi: 10.1145/2663761.2664237)
Other
Yang, H., Raza, S.M., Kim, M., Choo, H. (2022) Deep Mobile Path Prediction with Shift-and-Join and Carry-Ahead Scopus - Elsevier. (doi: 10.36227/techrxiv.21761531)
Book
Lee, D., Raza, S.M., Kim, M., Choo, H. (2020) Cost Effective Control Plane Design for Service Assurance in Software Defined Service Function Chaining Scopus - Elsevier. ISSN 18650937 18650929 (doi: 10.1007/978-981-33-4370-2_27)
Challa, R., Raza, S.M., Choo, H., Kim, S. (2019) Capacity planning for virtual resource management in network slicing Scopus - Elsevier. ISSN 21945365 21945357 (doi: 10.1007/978-3-030-19063-7_13)
Lee, J., Raza, S.M., Challa, R., Jeong, J., Choo, H. (2019) Design and experimental validation of sfc monitoring approach with minimal agent deployment Scopus - Elsevier. ISSN 21945365 21945357 (doi: 10.1007/978-3-030-19063-7_14)
Kim, Y., Raza, S.M., Vo, V.V., Choo, H. (2019) Novel traffic classification mechanism in software defined networks with experimental analysis Scopus - Elsevier. ISSN 21945365 21945357 (doi: 10.1007/978-3-030-19063-7_16)
Kim, B., Raza, S.M., Challa, R., Jang, J., Choo, H. (2019) Split point selection based on candidate attachment points for mobility management in SDN Scopus - Elsevier. ISSN 21945365 21945357 (doi: 10.1007/978-3-030-19063-7_15)
Ahn, J., Raza, S.M., Yeoum, S., Choo, H. (2018) Efficient video delivery by leveraging playback buffers over software defined networking Scopus - Elsevier. ISSN 16113349 03029743 (doi: 10.1007/978-3-319-95168-3_36)
Park, J., Raza, S.M., Thorat, P., Kim, D.S., Choo, H. (2015) Network traffic prediction model based on training data Scopus - Elsevier. ISSN 16113349 03029743 (doi: 10.1007/978-3-319-21410-8_9)