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

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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, (Accepted for Publication)

This list was generated on Thu Nov 21 02:48:22 2024 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, (Accepted for Publication)

This list was generated on Thu Nov 21 02:48:22 2024 GMT.

Prior publications

ORCiD

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 Internet of Things (doi: 10.1016/j.iot.2023.100994); source: Crossref

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 IEEE Internet of Things Journal (doi: 10.1109/JIOT.2024.3354730); source: Crossref

Yang, H., Raza, S.M., Kim, M., Choo, H., (2023) Deep Mobile Path Prediction with Shift-and-Join and Carry-Ahead IEEE Transactions on Cognitive Communications and Networking (doi: 10.1109/TCCN.2023.3242376)(eid: 2-s2.0-85148444247)(issn: 23327731); source: Scopus - Elsevier

Zang, J., Raza, S.M., Choo, H., Byun, G., Kim, M., (2023) Deep Reinforcement Learning Driven Aggregate Flow Entries Eviction in Software Defined Networking International Conference on Information Networking (doi: 10.1109/ICOIN56518.2023.10049020)(eid: 2-s2.0-85149184592)(issn: 19767684); source: Scopus - Elsevier

Yang, H., Raza, S.M., Le, D.-T., Kim, D.S., Choo, H., (2023) Dual-Branch Neural Networks for Predicting Shared Bikes Proceedings of the 2023 17th International Conference on Ubiquitous Information Management and Communication, IMCOM 2023 (doi: 10.1109/IMCOM56909.2023.10035665)(eid: 2-s2.0-85148591845); source: Scopus - Elsevier

Byun, G., Raza, S.M., Yang, H., Kim, M., Choo, H., (2023) GAN vs. LSTM: Network State Prediction Proceedings of the 2023 17th International Conference on Ubiquitous Information Management and Communication, IMCOM 2023 (doi: 10.1109/IMCOM56909.2023.10035608)(eid: 2-s2.0-85148582530); source: Scopus - Elsevier

Syed M. Raza, Boyun Jang, Huigyu Yang, Moonseong Kim, Hyunseung Choo, (2022) Improved GAN with fact forcing for mobility prediction Journal of Network and Computer Applications (doi: 10.1016/j.jnca.2022.103488); source: Crossref

Younghoon Jang, Syed M. Raza, Moonseong Kim, Hyunseung Choo, (2022) Proactive Handover Decision for UAVs with Deep Reinforcement Learning Sensors (doi: 10.3390/s22031200); source: Crossref

Yang, H., Raza, S.M., Kim, M., Choo, H., (2022) Deep Mobile Path Prediction with Shift-and-Join and Carry-Ahead TechRxiv (doi: 10.36227/techrxiv.21761531)(eid: 2-s2.0-85146601471); source: Scopus - Elsevier

Jang, Y., Raza, S.M., Choo, H., Kim, M., (2022) UAVs Handover Decision using Deep Reinforcement Learning Proceedings of the 2022 16th International Conference on Ubiquitous Information Management and Communication, IMCOM 2022 (doi: 10.1109/IMCOM53663.2022.9721627)(eid: 2-s2.0-85123952146); source: Scopus - Elsevier

Kim, B., Raza, S.M., Yang, H., Challa, R., Le, D., Kim, M., Choo, H., (2022) iPaaS: Intelligent Paging as a Service IEEE Network (doi: 10.1109/MNET.123.2100764)(eid: 2-s2.0-85137847881)(issn: 1558156X 08908044); source: Scopus - Elsevier

Syed M. Raza, Haekwon Jeong, Moonseong Kim, Hyunseung Choo, (2021) HP-SFC: Hybrid Protection Mechanism Using Source Routing for Service Function Chaining Applied Sciences (doi: 10.3390/app11115245); source: Crossref

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 Sensors (doi: 10.3390/s21041378); source: Crossref

Rajesh Challa, Vyacheslav V. Zalyubovskiy, Syed M. Raza, Hyunseung Choo, Aloknath De, (2020) Network Slice Admission Model: Tradeoff Between Monetization and Rejections IEEE Systems Journal (doi: 10.1109/JSYST.2019.2904667); source: Crossref

(2020) Design and experimental evaluation of OnDemand inter-domain mobility in SDN supported PMIPv6 Wireless Networks ; source: Syed Muhammad Raza

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 Proceedings of the 2020 14th International Conference on Ubiquitous Information Management and Communication, IMCOM 2020 (doi: 10.1109/IMCOM48794.2020.9001813)(eid: 2-s2.0-85081126181); source: Scopus - Elsevier

Lee, D., Raza, S.M., Kim, M., Choo, H., (2020) Cost Effective Control Plane Design for Service Assurance in Software Defined Service Function Chaining Communications in Computer and Information Science (doi: 10.1007/978-981-33-4370-2_27)(eid: 2-s2.0-85097400431)(issn: 18650937 18650929); source: Scopus - Elsevier

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 Wireless Networks (doi: 10.1007/s11276-019-02169-2)(eid: 2-s2.0-85074612126)(issn: 15728196 10220038); source: Scopus - Elsevier

Jeong, J., Raza, S.M., Kim, M., Kang, B., Jang, B., Choo, H., (2020) Empirical analysis of containers on resource constrained IoT gateway Digest of Technical Papers - IEEE International Conference on Consumer Electronics (doi: 10.1109/ICCE46568.2020.9043056)(eid: 2-s2.0-85082580266)(issn: 0747668X); source: Scopus - Elsevier

Jang, B., Raza, S.M., Kim, M., Choo, H., (2020) MoGAN: GAN based Next PoA Selection for Proactive Mobility Management Proceedings - International Conference on Network Protocols, ICNP (doi: 10.1109/ICNP49622.2020.9259368)(eid: 2-s2.0-85097851308)(issn: 10921648); source: Scopus - Elsevier

Ko, T., Raza, S.M., Binh, D.T., Kim, M., Choo, H., (2020) Network Prediction with Traffic Gradient Classification using Convolutional Neural Networks Proceedings of the 2020 14th International Conference on Ubiquitous Information Management and Communication, IMCOM 2020 (doi: 10.1109/IMCOM48794.2020.9001712)(eid: 2-s2.0-85081138380); source: Scopus - Elsevier

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 Proceedings of the 2020 14th International Conference on Ubiquitous Information Management and Communication, IMCOM 2020 (doi: 10.1109/IMCOM48794.2020.9001672)(eid: 2-s2.0-85081139570); source: Scopus - Elsevier

Choi, H., Raza, S.M., Kim, M., Choo, H., (2020) UDP flow entry eviction strategy using q-learning in software defined networking 16th International Conference on Network and Service Management, CNSM 2020, 2nd International Workshop on Analytics for Service and Application Management, AnServApp 2020 and 1st International Workshop on the Future Evolution of Internet Protocols, IPFuture 2020 (doi: 10.23919/CNSM50824.2020.9269098)(eid: 2-s2.0-85098623420); source: Scopus - Elsevier

Challa, R., Raza, S.M., Choo, H., Kim, S., (2019) Capacity planning for virtual resource management in network slicing Advances in Intelligent Systems and Computing (doi: 10.1007/978-3-030-19063-7_13)(eid: 2-s2.0-85066868830)(issn: 21945365 21945357); source: Scopus - Elsevier

Lee, J., Raza, S.M., Challa, R., Jeong, J., Choo, H., (2019) Design and experimental validation of sfc monitoring approach with minimal agent deployment Advances in Intelligent Systems and Computing (doi: 10.1007/978-3-030-19063-7_14)(eid: 2-s2.0-85066816004)(issn: 21945365 21945357); source: Scopus - Elsevier

Kim, Y., Raza, S.M., Vo, V.V., Choo, H., (2019) Novel traffic classification mechanism in software defined networks with experimental analysis Advances in Intelligent Systems and Computing (doi: 10.1007/978-3-030-19063-7_16)(eid: 2-s2.0-85066834282)(issn: 21945365 21945357); source: Scopus - Elsevier

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 Advances in Intelligent Systems and Computing (doi: 10.1007/978-3-030-19063-7_15)(eid: 2-s2.0-85066872766)(issn: 21945365 21945357); source: Scopus - Elsevier

Ahn, J., Raza, S.M., Yeoum, S., Choo, H., (2018) Efficient video delivery by leveraging playback buffers over software defined networking Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (doi: 10.1007/978-3-319-95168-3_36)(eid: 2-s2.0-85049924943)(issn: 16113349 03029743); source: Scopus - Elsevier

Challa, R., Raza, S.M., Jeon, S., Choo, H., Thorat, P., (2018) Refactoring Future Residential Networks into Slices 2018 IEEE Conference on Network Function Virtualization and Software Defined Networks, NFV-SDN 2018 (doi: 10.1109/NFV-SDN.2018.8725676)(eid: 2-s2.0-85067574827); source: Scopus - Elsevier

Kim, H., Jeon, S., Raza, S.M., Lee, J., Choo, H., (2018) Service-aware split point selection for user-centric mobility enhancement in SDN ACM International Conference Proceeding Series (doi: 10.1145/3164541.3164576)(eid: 2-s2.0-85048427952); source: Scopus - Elsevier

Challa, R., Jeon, S., Raza, S.M., Thorat, P., Choo, H., (2018) SuperFlex: Network slicing based super flexible 5G architecture ACM International Conference Proceeding Series (doi: 10.1145/3164541.3175683)(eid: 2-s2.0-85048442921); source: Scopus - Elsevier

Kim, Y., Raza, S.M., Nguyen, D.T., Jeon, S., Choo, H., (2018) Towards on-demand mobility management in SDN ACM International Conference Proceeding Series (doi: 10.1145/3164541.3175681)(eid: 2-s2.0-85048441033); source: Scopus - Elsevier

Raza, S.M., Thorat, P., Challa, R., Choo, H., (2017) On demand inter domain mobility in SDN based Proxy Mobile IPv6 International Conference on Information Networking (doi: 10.1109/ICOIN.2017.7899503)(eid: 2-s2.0-85018322582)(issn: 19767684); source: Scopus - Elsevier

Thorat, P., Jeon, S., Raza, S.M., Choo, H., (2017) Pre-provisioning of local protection for handling dual-failures in OpenFlow-based networks 2017 13th International Conference on Network and Service Management, CNSM 2017 (doi: 10.23919/CNSM.2017.8256050)(eid: 2-s2.0-85046630266); source: Scopus - Elsevier

Thorat, P., Raza, S.M., Kim, D.S., Choo, H., (2017) Rapid recovery from link failures in software-defined networks Journal of Communications and Networks (doi: 10.1109/JCN.2017.000105)(eid: 2-s2.0-85041379535)(issn: 12292370); source: Scopus - Elsevier

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 IETE Technical Review (Institution of Electronics and Telecommunication Engineers, India) (doi: 10.1080/02564602.2017.1391135)(eid: 2-s2.0-85052246479)(issn: 09745971 02564602); source: Scopus - Elsevier

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 ACM IMCOM 2016: Proceedings of the 10th International Conference on Ubiquitous Information Management and Communication (doi: 10.1145/2857546.2857654)(eid: 2-s2.0-84965020681); source: Scopus - Elsevier

(2016) Leveraging proxy mobile IPv6 with SDN Journal of Communications and Networks (issn: 1976-5541)(doi: 10.1109/JCN.2016.000061); source: Syed Muhammad Raza

Thorat, P., Challa, R., Raza, S.M., Kim, D.S., Choo, H., (2016) Proactive failure recovery scheme for data traffic in software defined networks IEEE NETSOFT 2016 - 2016 IEEE NetSoft Conference and Workshops: Software-Defined Infrastructure for Networks, Clouds, IoT and Services (doi: 10.1109/NETSOFT.2016.7502416)(eid: 2-s2.0-84979996070); source: Scopus - Elsevier

Challa, R., Raza, S.M., Nam, S., Choo, H., (2016) SD-MONET: Software defined mobility management in enterprise HetNet ACM IMCOM 2016: Proceedings of the 10th International Conference on Ubiquitous Information Management and Communication (doi: 10.1145/2857546.2857652)(eid: 2-s2.0-84965082379); source: Scopus - Elsevier

Raza, S.M., Thorat, P., Challa, R., Choo, H., Kim, D.S., (2016) SDN based inter-domain mobility for PMIPv6 with route optimization IEEE NETSOFT 2016 - 2016 IEEE NetSoft Conference and Workshops: Software-Defined Infrastructure for Networks, Clouds, IoT and Services (doi: 10.1109/NETSOFT.2016.7502436)(eid: 2-s2.0-84979980089); source: Scopus - Elsevier

Park, J., Raza, S.M., Thorat, P., Kim, D.S., Choo, H., (2015) Network traffic prediction model based on training data Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (doi: 10.1007/978-3-319-21410-8_9)(eid: 2-s2.0-84948990632)(issn: 16113349 03029743); source: Scopus - Elsevier

Thorat, P., Raza, S.M., Nguyen, D.T., Im, G., Choo, H., Kim, D.S., (2015) Optimized self-healing framework for software defined networks ACM IMCOM 2015 - Proceedings (doi: 10.1145/2701126.2701235)(eid: 2-s2.0-84926194265); source: Scopus - Elsevier

Raza, S.M., Kim, D.S., Choo, H., (2014) Leveraging PMIPv6 with SDN Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, ICUIMC 2014 (doi: 10.1145/2557977.2558056)(eid: 2-s2.0-84899726698); source: Scopus - Elsevier

Raza, S.M., Kim, D.S., Choo, H., (2014) The proposal for SDN supported future 5G networks Proceedings of the 2014 Research in Adaptive and Convergent Systems, RACS 2014 (doi: 10.1145/2663761.2664237)(eid: 2-s2.0-84909998851); source: Scopus - Elsevier