Browsing by Author "Shaban, K."
Now showing items 1-14 of 14
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A cascade of artificial neural networks to predict transformers oil parameters
Shaban K.; El-Hag A.; Matveev A. (2009 , Article)In this paper artificial neural networks have been constructed to predict different transformers oil parameters. The prediction is performed through modeling the relationship between the insulation resistance measured ... -
Data-driven curation, learning and analysis for inferring evolving IoT botnets in the wild
Pour M.S.; Mangino A.; Friday K.; Rathbun M.; Bou-Harb E.; Iqbal F.; Shaban K.; Erradi A.... more authors ... less authors ( Association for Computing Machinery , 2019 , Conference Paper)The insecurity of the Internet-of-Things (IoT) paradigm continues to wreak havoc in consumer and critical infrastructure realms. Several challenges impede addressing IoT security at large, including, the lack of IoT-centric ... -
Detecting False Data Injection Attacks in Linear Parameter Varying Cyber-Physical Systems
Golabi A.; Erradi A.; Tantawy A.; Shaban K. ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Conference Paper)In this paper, we investigate the process of detection of False Data Injection (FDI) in a Linear Parameter Varying (LPV) cyber-physical system (CPS). We design a model based FDI detector capable of detecting false data ... -
Flexible advance reservation models for virtual network scheduling
Bai, H.; Gu, F.; Shaban, K.; Crichigno, J.; Khan, S.; Ghani, N.... more authors ... less authors ( IEEE Computer Society , 2015 , Conference Paper)Advance reservation services allows users to pre-reserve network resources at future instants in time. These offerings are already being used by a wide range of applications in scientific/grid computing, datacenter backup, ... -
Heterogeneous wireless networks for smart grid distribution systems: Advantages and limitations
Khalifa T.; Abdrabou A.; Shaban K.; Gaouda A.M. ( MDPI AG , 2018 , Article)Supporting a conventional power grid with advanced communication capabilities is a cornerstone to transferring it to a smart grid. A reliable communication infrastructure with a high throughput can lay the foundation towards ... -
Home energy management system embedded with a multi-objective demand response optimization model to benefit customers and operators
Amer, A.; Shaban, K.; Gaouda, A.; Massoud, Ahmed ( MDPI AG , 2021 , Article)This paper proposes a Home Energy Management System (HEMS) that optimizes the load demand and distributed energy resources. The optimal demand/generation profile is presented while considering utility price signal, customer ... -
Overlay network scheduling design
Bai, H.; Shaban, K.; Khodeir, M.; Gu, F.; Crichigno, J.; Khan, S.; Ghani, N.... more authors ... less authors ( Elsevier B.V. , 2016 , Article)Advance reservation services are being used by a range of applications to schedule connection bandwidth resources at future time intervals. To date many different algorithms have been developed to support various point-to-point ... -
Passive inference of attacks on CPS communication protocols
Bou-HarbE.; GhaniN.; ErradiA.; ShabanK. ( Elsevier Ltd , 2018 , Article)The security of Cyber-Physical Systems (CPS) has been recently receiving significant attention from the research community. While the majority of such attention originates from the control theory domain, few approaches ... -
Performance assessment of two-timescale multi-objective volt/var optimization scheme considering EV charging stations, BESSs, and RESs in active distribution networks
Zamzam, Tassneem; Shaban, K.; Gaouda, A.; Massoud, Ahmed ( Elsevier Ltd , 2022 , Article)The high penetrations of distributed energy resources of renewable energy sources, battery energy storage systems, and electric vehicles introduced several challenges to power networks. It can lead to high voltage variation, ... -
Post-failure repair for cloud-based infrastructure services after disasters
Pourvali, M.; Cavdar, C.; Shaban, K.; Crichigno, J.; Ghani, N. ( Elsevier B.V. , 2017 , Article)Cloud infrastructure services allow organizations to outsource their computing, storage, and networking needs to external providers. These offerings use network virtualization to provision customized, interconnected resource ... -
Progressive recovery of virtual infrastructure services in optical cloud networks after large disasters
Pourvali, M.; Gu, F.; Liang, K.; Shaban, K.; Ghani, N. ( Institute of Electrical and Electronics Engineers Inc. , 2016 , Conference Paper)This paper studies progressive recovery in optical cloud substrates supporting virtualized infrastructure services. Several resource placement/scheduling schemes are presented to improve post-fault recovery and also evaluated ... -
Spatiotemporal data mining: a survey on challenges and open problems
Hamdi A.; Shaban K.; Erradi A.; Mohamed A.; Rumi S.K.; Salim F.D.... more authors ... less authors ( Springer Science and Business Media B.V. , 2022 , Article)Spatiotemporal data mining (STDM) discovers useful patterns from the dynamic interplay between space and time. Several available surveys capture STDM advances and report a wealth of important progress in this field. However, ... -
Virtual network advance reservation
Bai, H.; Gu, F.; Crichigno, J.; Khan, S.; Ghani, N.; Shaban, K.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2015 , Conference Paper)Network virtualization provides a promising means of hosting multiple client infrastructures over a physical substrate. Now one of the key concerns here is how to map virtual network requests onto physical nodes and links, ... -
Virtual network mapping for cloud services under probabilistic regional failures
Pourvali, M.; Bai, H.; Gu, F.; Shaban, K.; Naeini, M.; Crichigno, J.; Hayat, M.; Khan, S.; Ghani, N.... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2014 , Conference Paper)Network virtualization is critical for distributing cloud services over expanded distances and improving scalability and responsiveness. However many providers are very concerned about maintaining high availability, ...