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

Import to contacts

ORCID iDhttps://orcid.org/0000-0001-6580-3232

Publications

List by: Type | Date

Jump to: 2024
Number of items: 1.

2024

Byun, G., Yang, H., Raza, S. M. , Kim, M., Chung, M. Y. and Choo, H. (2024) Generative spatiotemporal image exploitation for datacenter traffic prediction. Computer Networks, 254, 110755. (doi: 10.1016/j.comnet.2024.110755)

This list was generated on Sat Feb 22 15:15:24 2025 GMT.
Jump to: Articles
Number of items: 1.

Articles

Byun, G., Yang, H., Raza, S. M. , Kim, M., Chung, M. Y. and Choo, H. (2024) Generative spatiotemporal image exploitation for datacenter traffic prediction. Computer Networks, 254, 110755. (doi: 10.1016/j.comnet.2024.110755)

This list was generated on Sat Feb 22 15:15:24 2025 GMT.

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)