Zomaya, Albert Y.

A Taxonomy and Survey of Energy-Efficient Data Centers and Cloud Computing Systems

Beloglazov, A., Buyya, R., Lee, Y. C., & Zomaya, A. (2011) · Advances in Computers

Energy Efficiency in ComputingCloud Computing and Resource Management

Cited by 777

Blockchain for smart communities: applications, challenges and opportunities

Aggarwal, S., Chaudhary, R., Aujla, G. S., Kumar, N., Choo, K.-K. R., & Zomaya, A. Y. (2019) · Journal of Network and Computer Applications

Blockchain Technology Applications and SecurityBlockchain Technology in Education and Learning

Cited by 344

Explainable intrusion detection for cyber defences in the internet of things: opportunities and solutions

Moustafa, N., Koroniotis, N., Keshk, M., Zomaya, A. Y., & Tari, Z. (2023) · IEEE Communications Surveys & Tutorials

Network Security and Intrusion DetectionExplainable Artificial Intelligence (XAI)

Cited by 266

Orchestrating the Development Lifecycle of Machine Learning-based IoT Applications: A Taxonomy and Survey

Qian, B., Su, J., Wen, Z., Jha, D. N., Li, Y., Guan, Y., Puthal, D., James, P., Yang, R., Zomaya, A. Y., et al. (2021) · ACM Computing Surveys

Internet of Things and AIIoT and Edge/Fog Computing

Cited by 132

Novel Online Sequential Learning-Based Adaptive Routing for Edge Software-Defined Vehicular Networks

Zhao, L., Zhao, W., Hawbani, A., Al-Dubai, A. Y., Min, G., Zomaya, A. Y., & Gong, C. (2021) · IEEE Transactions on Wireless Communications

Vehicular Ad Hoc Networks (VANETs)Software-Defined Networks and 5G

Cited by 95

Sample Subset Optimization Techniques for Imbalanced and Ensemble Learning Problems in Bioinformatics Applications

Yang, P., Yoo, P. D., Fernando, J., Zhou, B. B., Zhang, Z., & Zomaya, A. Y. (2014) · IEEE Transactions on Cybernetics

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 90

Pareto frontier for job execution and data transfer time in hybrid clouds

Taheri, J., Zomaya, A. Y., Siegel, H. J., & Tari, Z. (2014) · Future Generation Computer Systems

Cloud Computing and Resource ManagementDistributed and Parallel Computing Systems

Cited by 33

Sample Subset Optimization for Classifying Imbalanced Biological Data

Yang, P., Zhang, Z., Zhou, B. B., & Zomaya, A. Y. (2011) · Lecture Notes in Computer Science

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 31

Federated Learning for COVID-19 Detection With Generative Adversarial Networks in Edge Cloud Computing

Nguyen, D. C., Ding, M., Pathirana, P. N., Seneviratne, A., & Zomaya, A. Y. (2022) · IEEE Internet of Things Journal

Privacy-Preserving Technologies in DataCOVID-19 diagnosis using AI

Cited by 5