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ORCIDAlbert Y. Zomaya
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- affiliation: University of Sydney, Australia
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2020 – today
- 2023
[b4]Javid Taheri, Schahram Dustdar, Albert Y. Zomaya, Shuiguang Denz:
Edge Intelligence - From Theory to Practice. Springer 2023, ISBN 978-3-031-22154-5, pp. 1-247- [j527]Mohit Kumar
, Avadh Kishor, Jitendra Kumar Samariya, Albert Y. Zomaya:
An Autonomic Workload Prediction and Resource Allocation Framework for Fog-Enabled Industrial IoT. IEEE Internet Things J. 10(11): 9513-9522 (2023) - [j526]Yongkai Fan, Binyuan Xu, Linlin Zhang, Jinbao Song, Albert Y. Zomaya, Kuan-Ching Li:
Validating the integrity of Convolutional Neural Network predictions based on zero-knowledge proof. Inf. Sci. 625: 125-140 (2023) - [j525]Marwa Keshk, Nickolaos Koroniotis, Nam Pham, Nour Moustafa, Benjamin P. Turnbull, Albert Y. Zomaya:
An explainable deep learning-enabled intrusion detection framework in IoT networks. Inf. Sci. 639: 119000 (2023) - [j524]Zicong Hong, Song Guo, Enyuan Zhou, Wuhui Chen, Huawei Huang, Albert Y. Zomaya:
GriDB: Scaling Blockchain Database via Sharding and Off-Chain Cross-Shard Mechanism. Proc. VLDB Endow. 16(7): 1685-1698 (2023) - [j523]Bin Qian, Zhenyu Wen, Junqi Tang, Ye Yuan, Albert Y. Zomaya, Rajiv Ranjan:
OsmoticGate: Adaptive Edge-Based Real-Time Video Analytics for the Internet of Things. IEEE Trans. Computers 72(4): 1178-1193 (2023) - [j522]Avadh Kishor, Rajdeep Niyogi, Anthony Theodore Chronopoulos, Albert Y. Zomaya:
Latency and Energy-Aware Load Balancing in Cloud Data Centers: A Bargaining Game Based Approach. IEEE Trans. Cloud Comput. 11(1): 927-941 (2023) - [j521]Wei-Kang Chung, Yun Li, Chih-Heng Ke, Sun-Yuan Hsieh, Albert Y. Zomaya, Rajkumar Buyya:
Dynamic Parallel Flow Algorithms With Centralized Scheduling for Load Balancing in Cloud Data Center Networks. IEEE Trans. Cloud Comput. 11(1): 1050-1064 (2023) - [j520]Zhenglai Li, Chang Tang, Xinwang Liu, Wei Zhang, Jie Dou, Lizhe Wang, Albert Y. Zomaya:
Lightweight Remote Sensing Change Detection With Progressive Feature Aggregation and Supervised Attention. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j519]Yunbo Tang, Dan Chen, Yiping Zuo, Xiaoqiang Lu, Rajiv Ranjan, Albert Y. Zomaya, Quanming Yao, Xiaoli Li:
Enhanced Bayesian Factorization With Variant Scale Partitioning for Multivariate Time Series Analysis. IEEE Trans. Knowl. Data Eng. 35(4): 3832-3845 (2023) - [j518]Shuiguang Deng, Yishan Chen, Gong Chen, Shouling Ji, Jianwei Yin, Albert Y. Zomaya:
Incentive-Driven Proactive Application Deployment and Pricing on Distributed Edges. IEEE Trans. Mob. Comput. 22(2): 951-967 (2023) - [j517]Tianming Zhao, Wei Li, Boyu Qin, Ling Wang, Albert Y. Zomaya:
Pulsed Power Load Coordination in Mission- and Time-critical Cyber-physical Systems. ACM Trans. Model. Perform. Evaluation Comput. Syst. 8(1-2): 1-27 (2023) - [j516]Hailiang Zhao, Shuiguang Deng, Feiyi Chen, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Learning to Schedule Multi-Server Jobs With Fluctuated Processing Speeds. IEEE Trans. Parallel Distributed Syst. 34(1): 234-245 (2023) - [j515]Shaojun Zhang, Chen Wang, Albert Y. Zomaya:
Robustness Analysis and Enhancement of Deep Reinforcement Learning-Based Schedulers. IEEE Trans. Parallel Distributed Syst. 34(1): 346-357 (2023) - [j514]Firas Al-Doghman, Nour Moustafa, Ibrahim Khalil, Nasrin Sohrabi, Zahir Tari, Albert Y. Zomaya:
AI-Enabled Secure Microservices in Edge Computing: Opportunities and Challenges. IEEE Trans. Serv. Comput. 16(2): 1485-1504 (2023) - [c330]Hongtao Chen, Mingxing Zhang, Ke Yang, Kang Chen, Albert Y. Zomaya, Yongwei Wu, Xuehai Qian:
Achieving Sub-second Pairwise Query over Evolving Graphs. ASPLOS (2) 2023: 1-15 - [i46]Zicong Hong, Song Guo, Enyuan Zhou, Jianting Zhang, Wuhui Chen, Jinwen Liang, Jie Zhang, Albert Y. Zomaya:
Prophet: Conflict-Free Sharding Blockchain via Byzantine-Tolerant Deterministic Ordering. CoRR abs/2304.08595 (2023) - [i45]Hailiang Zhao, Shuiguang Deng, Zhengzhe Xiang, Xueqiang Yan, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Scheduling Multi-Server Jobs with Sublinear Regrets via Online Learning. CoRR abs/2305.06572 (2023) - 2022
- [j513]Mohammad Reza Jabbarpour, Sheyda SeyedFarshi, Mehdi Sookhak, Albert Y. Zomaya:
Proposing a Secure Self-Fining Vehicle Using Blockchain and Vehicular Edge Computing. IEEE Consumer Electron. Mag. 11(2): 28-35 (2022) - [j512]Zheng Li, Pedro Pinacho Davidson, Monserrat Martínez-Marin, Guillermo Cabrera-Vives, Yiqun Chen, María Andrea Rodríguez, Albert Y. Zomaya, Rajiv Ranjan:
Bonus computing: towards free-of-charge metacomputing in the public cloud. Computing 104(1): 123-147 (2022) - [j511]MohammadReza HoseinyFarahabady, Javid Taheri, Albert Y. Zomaya, Zahir Tari, Wei Bao:
Enhancing disk input output performance in consolidated virtualized cloud platforms using a randomized approximation scheme. Concurr. Comput. Pract. Exp. 34(2) (2022) - [j510]Tiansheng Huang, Weiwei Lin, Xiaobin Hong, Xiumin Wang, Qingbo Wu, Rui Li, Ching-Hsien Hsu, Albert Y. Zomaya:
Adaptive Processor Frequency Adjustment for Mobile-Edge Computing With Intermittent Energy Supply. IEEE Internet Things J. 9(10): 7446-7462 (2022) - [j509]Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana, Aruna Seneviratne, Albert Y. Zomaya:
Federated Learning for COVID-19 Detection With Generative Adversarial Networks in Edge Cloud Computing. IEEE Internet Things J. 9(12): 10257-10271 (2022) - [j508]Izhar Ahmed Khan, Nour Moustafa, Dechang Pi, Karam M. Sallam, Albert Y. Zomaya, Bentian Li:
A New Explainable Deep Learning Framework for Cyber Threat Discovery in Industrial IoT Networks. IEEE Internet Things J. 9(13): 11604-11613 (2022) - [j507]Tiansheng Huang, Weiwei Lin, Li Shen, Keqin Li, Albert Y. Zomaya:
Stochastic Client Selection for Federated Learning With Volatile Clients. IEEE Internet Things J. 9(20): 20055-20070 (2022) - [j506]Weitao Xu, Wanli Xue, Qi Lin, Guohao Lan, Xingyu Feng, Bo Wei, Chengwen Luo, Wei Li, Albert Y. Zomaya:
PrivGait: An Energy-Harvesting-Based Privacy-Preserving User-Identification System by Gait Analysis. IEEE Internet Things J. 9(22): 22048-22060 (2022) - [j505]Xiaoxue Li, Yunchuan Qin, Zhizhong Liu, Albert Y. Zomaya, Xiangke Liao:
Towards efficient and robust intelligent mobile vision system via small object aware parallel offloading. J. Syst. Archit. 129: 102595 (2022) - [j504]Tengfei Gao, Dan Chen, Yunbo Tang, Bo Du, Rajiv Ranjan, Albert Y. Zomaya, Schahram Dustdar:
Adaptive density peaks clustering: Towards exploratory EEG analysis. Knowl. Based Syst. 240: 108123 (2022) - [j503]Ruoyu Wang, Daniel Sun, Raymond K. Wong, Rajiv Ranjan, Albert Y. Zomaya:
SInC: Semantic approach and enhancement for relational data compression. Knowl. Based Syst. 258: 110001 (2022) - [j502]Dinh C. Nguyen, Van-Dinh Nguyen, Ming Ding, Symeon Chatzinotas, Pubudu N. Pathirana, Aruna Seneviratne, Octavia A. Dobre, Albert Y. Zomaya:
Intelligent Blockchain-Based Edge Computing via Deep Reinforcement Learning: Solutions and Challenges. IEEE Netw. 36(6): 12-19 (2022) - [j501]Chang Tang, Xinwang Liu, Xiao Zheng, Wanqing Li, Jian Xiong, Lizhe Wang, Albert Y. Zomaya, Antonella Longo:
DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining Discriminative Multi-Scale Deep Features. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 955-968 (2022) - [j500]Hao Peng, Renyu Yang, Zheng Wang, Jianxin Li, Lifang He, Philip S. Yu, Albert Y. Zomaya, Rajiv Ranjan:
Lime: Low-Cost and Incremental Learning for Dynamic Heterogeneous Information Networks. IEEE Trans. Computers 71(3): 628-642 (2022) - [j499]Umit Demirbaga, Zhenyu Wen, Ayman Noor, Karan Mitra, Khaled Alwasel, Saurabh Garg, Albert Y. Zomaya, Rajiv Ranjan:
AutoDiagn: An Automated Real-Time Diagnosis Framework for Big Data Systems. IEEE Trans. Computers 71(5): 1035-1048 (2022) - [j498]Jin Wang, Jia Hu, Geyong Min, Wenhan Zhan, Albert Y. Zomaya, Nektarios Georgalas:
Dependent Task Offloading for Edge Computing based on Deep Reinforcement Learning. IEEE Trans. Computers 71(10): 2449-2461 (2022) - [j497]Ze Deng, Yue Wang, Tao Liu, Schahram Dustdar, Rajiv Ranjan, Albert Y. Zomaya, Yizhi Liu, Lizhe Wang:
Spatial-Keyword Skyline Publish/Subscribe Query Processing Over Distributed Sliding Window Streaming Data. IEEE Trans. Computers 71(10): 2659-2674 (2022) - [j496]Kuljeet Kaur, Sahil Garg, Gagangeet Singh Aujla, Neeraj Kumar, Albert Y. Zomaya:
A Multi-Objective Optimization Scheme for Job Scheduling in Sustainable Cloud Data Centers. IEEE Trans. Cloud Comput. 10(1): 172-186 (2022) - [j495]Auday Al-Dulaimy, Javid Taheri, Andreas Kassler, M. Reza HoseinyFarahabady, Shuiguang Deng, Albert Y. Zomaya:
MultiScaler: A Multi-Loop Auto-Scaling Approach for Cloud-Based Applications. IEEE Trans. Cloud Comput. 10(4): 2769-2786 (2022) - [j494]Ting Yang, Yucheng Hou, Young Choon Lee, Hao Ji, Albert Y. Zomaya:
Power Control Framework for Green Data Centers. IEEE Trans. Cloud Comput. 10(4): 2876-2886 (2022) - [j493]Yucen Nan, Wei Li, Feng Lu, Chengwen Luo, Jianqiang Li, Albert Y. Zomaya:
Developing Practical Multi-View Learning for Clinical Analytics in P4 Medicine. IEEE Trans. Emerg. Top. Comput. 10(2): 948-961 (2022) - [j492]Zhenglai Li, Chang Tang, Lizhe Wang, Albert Y. Zomaya:
Remote Sensing Change Detection via Temporal Feature Interaction and Guided Refinement. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j491]Zisang Xu, Wei Liang, Kuan-Ching Li, Jianbo Xu, Albert Y. Zomaya, Jixin Zhang:
A Time-Sensitive Token-Based Anonymous Authentication and Dynamic Group Key Agreement Scheme for Industry 5.0. IEEE Trans. Ind. Informatics 18(10): 7118-7127 (2022) - [j490]Feng Lu, Wei Li, Song Lin, Chengwangli Peng, Zhiyong Wang, Bin Qian, Rajiv Ranjan, Hai Jin, Albert Y. Zomaya:
Multi-scale Features Fusion for the Detection of Tiny Bleeding in Wireless Capsule Endoscopy Images. ACM Trans. Internet Things 3(1): 2:1-2:19 (2022) - [j489]Tiago C. S. Xavier, Flávia Coimbra Delicato, Paulo F. Pires, Cláudio L. Amorim, Wei Li, Albert Y. Zomaya:
Managing Heterogeneous and Time-Sensitive IoT Applications through Collaborative and Energy-Aware Resource Allocation. ACM Trans. Internet Things 3(2): 10:1-10:28 (2022) - [j488]Liang Zhao, Zhuhui Li, Ahmed Yassin Al-Dubai, Geyong Min, Jiajia Li, Ammar Hawbani, Albert Y. Zomaya:
A Novel Prediction-Based Temporal Graph Routing Algorithm for Software-Defined Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 23(8): 13275-13290 (2022) - [j487]Hailiang Zhao, Shuiguang Deng, Zijie Liu, Zhengzhe Xiang, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
DPoS: Decentralized, Privacy-Preserving, and Low-Complexity Online Slicing for Multi-Tenant Networks. IEEE Trans. Mob. Comput. 21(12): 4296-4309 (2022) - [j486]Zhihao Qu, Song Guo, Haozhao Wang, Baoliu Ye, Yi Wang, Albert Y. Zomaya, Bin Tang:
Partial Synchronization to Accelerate Federated Learning Over Relay-Assisted Edge Networks. IEEE Trans. Mob. Comput. 21(12): 4502-4516 (2022) - [j485]Kun Hu, Wenhua Wu, Wei Li, Milena Simic, Albert Y. Zomaya, Zhiyong Wang:
Adversarial Evolving Neural Network for Longitudinal Knee Osteoarthritis Prediction. IEEE Trans. Medical Imaging 41(11): 3207-3217 (2022) - [j484]Yuedan Chen, Guoqing Xiao, Kenli Li, Francesco Piccialli, Albert Y. Zomaya:
fgSpMSpV: A Fine-grained Parallel SpMSpV Framework on HPC Platforms. ACM Trans. Parallel Comput. 9(2): 8:1-8:29 (2022) - [j483]Feng Zhang, Erkang Xue, Ruixin Guo, Guangzhi Qu, Gansen Zhao, Albert Y. Zomaya:
DS-ADMM++: A Novel Distributed Quantized ADMM to Speed up Differentially Private Matrix Factorization. IEEE Trans. Parallel Distributed Syst. 33(6): 1289-1302 (2022) - [j482]Shuiguang Deng, Hailiang Zhao, Zhengzhe Xiang, Cheng Zhang, Rong Jiang, Ying Li, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Dependent Function Embedding for Distributed Serverless Edge Computing. IEEE Trans. Parallel Distributed Syst. 33(10): 2346-2357 (2022) - [j481]Haowei Chen, Shuiguang Deng, Hongze Zhu, Hailiang Zhao, Rong Jiang, Schahram Dustdar, Albert Y. Zomaya:
Mobility-Aware Offloading and Resource Allocation for Distributed Services Collaboration. IEEE Trans. Parallel Distributed Syst. 33(10): 2428-2443 (2022) - [j480]Jie Zhang, Song Guo, Zhihao Qu, Deze Zeng, Haozhao Wang, Qifeng Liu, Albert Y. Zomaya:
Adaptive Vertical Federated Learning on Unbalanced Features. IEEE Trans. Parallel Distributed Syst. 33(10): 4006-4018 (2022) - [j479]Yuepeng Li, Deze Zeng, Lin Gu, Quan Chen, Song Guo, Albert Y. Zomaya, Minyi Guo:
Efficient and Secure Deep Learning Inference in Trusted Processor Enabled Edge Clouds. IEEE Trans. Parallel Distributed Syst. 33(10): 4311-4325 (2022) - [j478]Canh T. Dinh, Nguyen Hoang Tran, Tuan Dung Nguyen, Wei Bao, Amir Rezaei Balef, Bing Bing Zhou, Albert Y. Zomaya:
DONE: Distributed Approximate Newton-type Method for Federated Edge Learning. IEEE Trans. Parallel Distributed Syst. 33(11): 2648-2660 (2022) - [j477]Jianyong Zhu, Renyu Yang, Xiaoyang Sun, Tianyu Wo, Chunming Hu, Hao Peng, Junqing Xiao, Albert Y. Zomaya, Jie Xu:
QoS-Aware Co-Scheduling for Distributed Long-Running Applications on Shared Clusters. IEEE Trans. Parallel Distributed Syst. 33(12): 4818-4834 (2022) - [j476]Zhengjie Yang, Wei Bao, Dong Yuan, Nguyen Hoang Tran, Albert Y. Zomaya:
Federated Learning With Nesterov Accelerated Gradient. IEEE Trans. Parallel Distributed Syst. 33(12): 4863-4873 (2022) - [j475]Mohit Kumar, Avadh Kishor, Jemal H. Abawajy, Prabal Agarwal, Amritpal Singh, Albert Y. Zomaya:
ARPS: An Autonomic Resource Provisioning and Scheduling Framework for Cloud Platforms. IEEE Trans. Sustain. Comput. 7(2): 386-399 (2022) - [j474]Chunqiu Xia, Wei Li, Xiaomin Chang, Tianming Zhao, Albert Y. Zomaya:
Lightweight Online Scheduling for Home Energy Management Systems Under Uncertainty. IEEE Trans. Sustain. Comput. 7(4): 887-898 (2022) - [j473]Xiaomin Chang, Wei Li, Chunqiu Xia, Qiang Yang, Jin Ma, Ting Yang, Albert Y. Zomaya:
Transferable Tree-Based Ensemble Model for Non-Intrusive Load Monitoring. IEEE Trans. Sustain. Comput. 7(4): 970-981 (2022) - [c329]Yutao Dou, Wei Li, Albert Y. Zomaya:
Transformer-Based Unsupervised Learning for Early Detection of Sepsis (Student Abstract). AAAI 2022: 12937-12938 - [c328]Tianming Zhao, Wei Li, Albert Y. Zomaya:
Uniform Machine Scheduling with Predictions. ICAPS 2022: 413-422 - [c327]Aisyah Ismail, Mark Toohey, Young Choon Lee, Zhongli Dong, Albert Y. Zomaya:
Cost and Performance Analysis on Decentralized File Systems for Blockchain-Based Applications: State-of-the-Art Report. Blockchain 2022: 230-237 - [c326]Xiaomin Chang, Wei Li, Albert Y. Zomaya:
Fed-GBM: a cost-effective federated gradient boosting tree for non-intrusive load monitoring. e-Energy 2022: 63-75 - [c325]Huanqi Yang, Hongbo Liu, Chengwen Luo, Yuezhong Wu, Wei Li, Albert Y. Zomaya, Linqi Song, Weitao Xu:
Vehicle-Key: A Secret Key Establishment Scheme for LoRa-enabled IoV Communications. ICDCS 2022: 787-797 - [c324]Yuedan Chen, Guoqing Xiao, M. Tamer Özsu, Zhuo Tang, Albert Y. Zomaya, Kenli Li:
Exploiting Hierarchical Parallelism and Reusability in Tensor Kernel Processing on Heterogeneous HPC Systems. ICDE 2022: 2522-2535 - [c323]Liming Ge, Zizhao Wang, Wei Bao, Dong Yuan, Nguyen Hoang Tran, Bing Bing Zhou, Albert Y. Zomaya:
Semi-Online Multi-Machine with Restart Scheduling for Integrated Edge and Cloud Computing Systems. ICPP 2022: 70:1-70:13 - [c322]Albert Y. Zomaya:
Managing the Edge: Challenges, Open Issues, and Case Studies. DIVANet 2022: 1 - [c321]Yuchen Li, Weifa Liang, Jing Li, Xiuzhen Cheng, Dongxiao Yu, Albert Y. Zomaya, Song Guo:
Energy-Constrained D2D Assisted Federated Learning in Edge Computing. MSWiM 2022: 33-37 - [c320]Chamara Madarasingha, Kanchana Thilakarathna, Albert Y. Zomaya:
OpCASH: Optimized Utilization of MEC Cache for 360-Degree Video Streaming with Dynamic Tiling. PerCom 2022: 34-43 - [c319]Tianming Zhao, Wei Li, Albert Y. Zomaya:
Real-Time Scheduling with Predictions. RTSS 2022: 331-343 - [c318]Tianming Zhao, Chunhao Li, Wei Li, Albert Y. Zomaya:
Brief Announcement: Towards a More Robust Algorithm for Flow Time Scheduling with Predictions. SPAA 2022: 385-388 - [e47]Shuiguang Deng, Albert Y. Zomaya, Ning Li:
Mobile Computing, Applications, and Services - 12th EAI International Conference, MobiCASE 2021, Virtual Event, November 13-14, 2021, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 434, Springer 2022, ISBN 978-3-030-99202-6 [contents] - [i44]Hailiang Zhao, Shuiguang Deng, Feiyi Chen, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Learning to Dispatch Multi-Server Jobs in Bipartite Graphs with Unknown Service Rates. CoRR abs/2204.04371 (2022) - [i43]Bharath Sudharsan, Dineshkumar Sundaram, Pankesh Patel, John G. Breslin, Muhammad Intizar Ali, Schahram Dustdar, Albert Y. Zomaya, Rajiv Ranjan:
Multi-Component Optimization and Efficient Deployment of Neural-Networks on Resource-Constrained IoT Hardware. CoRR abs/2204.10183 (2022) - [i42]Zhen Qin, Shuiguang Deng, Xueqiang Yan, Schahram Dustdar, Albert Y. Zomaya:
Secure and Efficient Decentralized Federated Learning with Data Representation Protection. CoRR abs/2205.10568 (2022) - [i41]Dinh C. Nguyen, Van-Dinh Nguyen, Ming Ding, Symeon Chatzinotas, Pubudu N. Pathirana, Aruna Seneviratne, Octavia A. Dobre, Albert Y. Zomaya:
Intelligent Blockchain-based Edge Computing via Deep Reinforcement Learning: Solutions and Challenges. CoRR abs/2206.09009 (2022) - [i40]Shaojun Zhang, Chen Wang, Albert Y. Zomaya:
Multi-level Explanation of Deep Reinforcement Learning-based Scheduling. CoRR abs/2209.09645 (2022) - [i39]Zhengjie Yang, Sen Fu, Wei Bao, Dong Yuan, Albert Y. Zomaya:
Hierarchical Federated Learning with Momentum Acceleration in Multi-Tier Networks. CoRR abs/2210.14560 (2022) - 2021
- [j472]Feng Lu, Ruoxue Liu, Wei Li, Hai Jin, Albert Y. Zomaya:
Efficient mobile code offloading in heterogeneous wireless networks. Concurr. Comput. Pract. Exp. 33(7): 1 (2021) - [j471]Sartaj Sahni, Albert Y. Zomaya:
In Memoriam Eliezer Dekel (1948-2020). ACM Comput. Surv. 53(2): 23:1-23:2 (2021) - [j470]Jakapan Suaboot, Adil Fahad, Zahir Tari, John C. Grundy, Abdun Naser Mahmood, Abdulmohsen Almalawi, Albert Y. Zomaya, Khalil Drira:
A Taxonomy of Supervised Learning for IDSs in SCADA Environments. ACM Comput. Surv. 53(2): 40:1-40:37 (2021) - [j469]Xuezhi Zeng, Saurabh Kumar Garg, Mutaz Barika, Albert Y. Zomaya, Lizhe Wang, Massimo Villari, Dan Chen, Rajiv Ranjan:
SLA Management for Big Data Analytical Applications in Clouds: A Taxonomy Study. ACM Comput. Surv. 53(3): 46:1-46:40 (2021) - [j468]Bin Qian, Jie Su, Zhenyu Wen, Devki Nandan Jha, Yinhao Li, Yu Guan, Deepak Puthal, Philip James, Renyu Yang, Albert Y. Zomaya, Omer F. Rana, Lizhe Wang, Maciej Koutny, Rajiv Ranjan:
Orchestrating the Development Lifecycle of Machine Learning-based IoT Applications: A Taxonomy and Survey. ACM Comput. Surv. 53(4): 82:1-82:47 (2021) - [j467]Albert Y. Zomaya:
In Memoriam Sherif Sakr (1979-2020). ACM Comput. Surv. 53(6): 113e:1 (2021) - [j466]Chuge Wu, Wei Li, Ling Wang, Albert Y. Zomaya:
An evolutionary fuzzy scheduler for multi-objective resource allocation in fog computing. Future Gener. Comput. Syst. 117: 498-509 (2021) - [j465]Wen-Hsuan Liang, Dun-Wei Cheng, Chih-Wei Hsu, Chia-Wei Lee, Chih-Heng Ke, Albert Y. Zomaya, Sun-Yuan Hsieh:
Dynamic Flow Scheduling Technique for Load Balancing in Fat-Tree Data Center Networks. Int. J. Perform. Eng. 17(6): 491 (2021) - [j464]Harini Kolamunna, Thilini Dahanayaka, Junye Li, Suranga Seneviratne, Kanchana Thilakaratne, Albert Y. Zomaya, Aruna Seneviratne:
DronePrint: Acoustic Signatures for Open-set Drone Detection and Identification with Online Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(1): 20:1-20:31 (2021) - [j463]Zezheng Zhao, Chunqiu Xia, Lian Chi, Xiaomin Chang, Wei Li, Ting Yang, Albert Y. Zomaya:
Short-Term Load Forecasting Based on the Transformer Model. Inf. 12(12): 516 (2021) - [j462]Liang Zhao, Yufei Liu, Ahmed Yassin Al-Dubai, Albert Y. Zomaya, Geyong Min, Ammar Hawbani:
A Novel Generation-Adversarial-Network-Based Vehicle Trajectory Prediction Method for Intelligent Vehicular Networks. IEEE Internet Things J. 8(3): 2066-2077 (2021) - [j461]Jinani Sooriyaarachchi, Suranga Seneviratne, Kanchana Thilakarathna, Albert Y. Zomaya:
MusicID: A Brainwave-Based User Authentication System for Internet of Things. IEEE Internet Things J. 8(10): 8304-8313 (2021) - [j460]Su Peng, Liang Zhao, Ahmed Yassin Al-Dubai, Albert Y. Zomaya, Jia Hu, Geyong Min, Qiang Wang:
Secure Lightweight Stream Data Outsourcing for Internet of Things. IEEE Internet Things J. 8(13): 10815-10829 (2021) - [j459]Wei Dong, Qiang Yang, Wei Li, Albert Y. Zomaya:
Machine-Learning-Based Real-Time Economic Dispatch in Islanding Microgrids in a Cloud-Edge Computing Environment. IEEE Internet Things J. 8(17): 13703-13711 (2021) - [j458]Sowmya Kudva, Shahriar Badsha, Shamik Sengupta, Ibrahim Khalil, Albert Y. Zomaya:
Towards secure and practical consensus for blockchain based VANET. Inf. Sci. 545: 170-187 (2021) - [j457]Liang Zhao, Jiajia Li, Ahmed Yassin Al-Dubai, Albert Y. Zomaya, Geyong Min, Ammar Hawbani:
Routing Schemes in Software-Defined Vehicular Networks: Design, Open Issues and Challenges. IEEE Intell. Transp. Syst. Mag. 13(4): 217-226 (2021) - [j456]Adil Israr, Qiang Yang, Wei Li, Albert Y. Zomaya:
Renewable energy powered sustainable 5G network infrastructure: Opportunities, challenges and perspectives. J. Netw. Comput. Appl. 175: 102910 (2021) - [j455]Xiaowen Chu, Xiaoming Fu, Baochun Li, Wei Wang, Hui Zang, Albert Y. Zomaya:
Guest Editorial: Interplay between Machine Learning and Networking Systems. IEEE Netw. 35(6): 64-66 (2021) - [j454]Xuezhi Zeng, Saurabh Garg, Mutaz Barika, Sanat Kumar Bista, Deepak Puthal, Albert Y. Zomaya, Rajiv Ranjan:
Detection of SLA Violation for Big Data Analytics Applications in Cloud. IEEE Trans. Computers 70(5): 746-758 (2021) - [j453]Jianwei Yin, Yan Tang, Shuiguang Deng, Bangpeng Zheng, Albert Y. Zomaya:
MUSE: A Multi-Tierd and SLA-Driven Deduplication Framework for Cloud Storage Systems. IEEE Trans. Computers 70(5): 759-774 (2021) - [j452]Ruixin Guo, Feng Zhang, Lizhe Wang, Wusheng Zhang, Xinya Lei, Rajiv Ranjan, Albert Y. Zomaya:
BaPa: A Novel Approach of Improving Load Balance in Parallel Matrix Factorization for Recommender Systems. IEEE Trans. Computers 70(5): 789-802 (2021) - [j451]Chuge Wu, Wei Li, Ling Wang, Albert Y. Zomaya:
Hybrid Evolutionary Scheduling for Energy-Efficient Fog-Enhanced Internet of Things. IEEE Trans. Cloud Comput. 9(2): 641-653 (2021) - [j450]Mubeen Ghafoor, Syed Ali Tariq, Tehseen Zia, Imtiaz Ahmad Taj, Assad Abbas, Ali Hassan, Albert Y. Zomaya:
Fingerprint Identification With Shallow Multifeature View Classifier. IEEE Trans. Cybern. 51(9): 4515-4527 (2021) - [j449]Wei Liang, Dafang Zhang, Xia Lei, Mingdong Tang, Kuan-Ching Li, Albert Y. Zomaya:
Circuit Copyright Blockchain: Blockchain-Based Homomorphic Encryption for IP Circuit Protection. IEEE Trans. Emerg. Top. Comput. 9(3): 1410-1420 (2021) - [j448]Zhenyu Wen, Saurabh Garg, Gagangeet Singh Aujla, Khaled Alwasel, Deepak Puthal, Schahram Dustdar, Albert Y. Zomaya, Rajiv Ranjan: