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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 Deng:
Edge Intelligence - From Theory to Practice. Springer 2023, ISBN 978-3-031-22154-5, pp. 1-247- [j543]Na Hu, Dafang Zhang, Kun Xie, Wei Liang, Kuan-Ching Li, Albert Y. Zomaya:
Multi-graph fusion based graph convolutional networks for traffic prediction. Comput. Commun. 210: 194-204 (2023) - [j542]Nour Moustafa, Nickolaos Koroniotis, Marwa Keshk, Albert Y. Zomaya, Zahir Tari:
Explainable Intrusion Detection for Cyber Defences in the Internet of Things: Opportunities and Solutions. IEEE Commun. Surv. Tutorials 25(3): 1775-1807 (2023) - [j541]MohammadReza HoseinyFarahabady, Javid Taheri, Albert Y. Zomaya, Zahir Tari:
Energy efficient resource controller for Apache Storm. Concurr. Comput. Pract. Exp. 35(17) (2023) - [j540]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) - [j539]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) - [j538]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) - [j537]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) - [j536]Zhengjie Yang, Sen Fu, Wei Bao, Dong Yuan, Albert Y. Zomaya:
FastSlowMo: Federated Learning With Combined Worker and Aggregator Momenta. IEEE Trans. Artif. Intell. 4(5): 1041-1050 (2023) - [j535]Tong Chen, Jiqiang Liu, Thar Baker, Yalun Wu, Yingxiao Xiang, Yike Li, Wenjia Niu, Endong Tong, Albert Y. Zomaya:
A Mutual Information-Based Assessment of Reverse Engineering on Rewards of Reinforcement Learning. IEEE Trans. Artif. Intell. 4(5): 1089-1100 (2023) - [j534]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) - [j533]Jie Zhang, Song Guo, Jingcai Guo, Deze Zeng, Jingren Zhou, Albert Y. Zomaya:
Towards Data-Independent Knowledge Transfer in Model-Heterogeneous Federated Learning. IEEE Trans. Computers 72(10): 2888-2901 (2023) - [j532]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) - [j531]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) - [j530]Yuejin Li, Kai Hwang, Kefan Shuai, Zhengdao Li, Albert Y. Zomaya:
Federated Clouds for Efficient Multitasking in Distributed Artificial Intelligence Applications. IEEE Trans. Cloud Comput. 11(2): 2084-2095 (2023) - [j529]Ting Yang, Xutao Han, Hao Li, Wei Li, Albert Y. Zomaya:
Parallel Scientific Power Calculations in Cloud Data Center Based On Decomposition-Coordination Directed Acyclic Graph. IEEE Trans. Cloud Comput. 11(3): 2491-2502 (2023) - [j528]Jun Wang, Chang Tang, Xinwang Liu, Wei Zhang, Wanqing Li, Xinzhong Zhu, Lizhe Wang, Albert Y. Zomaya:
Region-Aware Hierarchical Latent Feature Representation Learning-Guided Clustering for Hyperspectral Band Selection. IEEE Trans. Cybern. 53(8): 5250-5263 (2023) - [j527]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) - [j526]Cheng Qiao, Jing Qiu, Zhiyuan Tan, Geyong Min, Albert Y. Zomaya, Zhihong Tian:
Evaluation Mechanism for Decentralized Collaborative Pattern Learning in Heterogeneous Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 24(11): 13123-13132 (2023) - [j525]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) - [j524]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) - [j523]Jing Li, Weifa Liang, Wenzheng Xu, Zichuan Xu, Xiaohua Jia, Albert Y. Zomaya, Song Guo:
Budget-Aware User Satisfaction Maximization on Service Provisioning in Mobile Edge Computing. IEEE Trans. Mob. Comput. 22(12): 7057-7069 (2023) - [j522]Shigeng Zhang, Zijing Ma, Kaixuan Lu, Xuan Liu, Jia Liu, Song Guo, Albert Y. Zomaya, Jian Zhang, Jianxin Wang:
HearMe: Accurate and Real-Time Lip Reading Based on Commercial RFID Devices. IEEE Trans. Mob. Comput. 22(12): 7266-7278 (2023) - [j521]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) - [j520]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) - [j519]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) - [j518]Yuchen Li, Weifa Liang, Jing Li, Xiuzhen Cheng, Dongxiao Yu, Albert Y. Zomaya, Song Guo:
Energy-Aware, Device-to-Device Assisted Federated Learning in Edge Computing. IEEE Trans. Parallel Distributed Syst. 34(7): 2138-2154 (2023) - [j517]Zhengjie Yang, Sen Fu, Wei Bao, Dong Yuan, Albert Y. Zomaya:
Hierarchical Federated Learning With Momentum Acceleration in Multi-Tier Networks. IEEE Trans. Parallel Distributed Syst. 34(10): 2629-2641 (2023) - [j516]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) - [j515]Yun Li, Shi-Jie Jian, Sun-Yuan Hsieh, Wei-Kang Chung, Albert Y. Zomaya:
A Weighted Optimal Scheduling Scheme for Congestion Control in Cloud Data Center Networks. IEEE Trans. Serv. Comput. 16(4): 2402-2410 (2023) - [c341]Basem Suleiman, Mohammed Mustafa Fulwala, Albert Y. Zomaya:
A Framework for Characterizing Very Large Cloud Workload Traces with Unsupervised Learning. CLOUD 2023: 129-140 - [c340]Feng Lu, Wei Li, Zhiqiang Zhou, Cheng Song, Yifei Sun, Yuwei Zhang, Yufei Ren, Xiaofei Liao, Hai Jin, Ailin Luo, Albert Y. Zomaya:
A Composite Multi-Attention Framework for Intraoperative Hypotension Early Warning. AAAI 2023: 14374-14381 - [c339]Haoyang Chen, Shuai Liu, Feng Lu, Wei Li, Bin Sheng, Mi Li, Hai Jin, Albert Y. Zomaya:
AsT: An Asymmetric-Sensitive Transformer for Osteonecrosis of the Femoral Head Detection (Student Abstract). AAAI 2023: 16186-16187 - [c338]Yifei Sun, Cheng Song, Feng Lu, Wei Li, Hai Jin, Albert Y. Zomaya:
ES-Mask: Evolutionary Strip Mask for Explaining Time Series Prediction (Student Abstract). AAAI 2023: 16342-16343 - [c337]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 - [c336]Seng Kuang Yap, Zhongli Dong, Mark Toohey, Young Choon Lee, Albert Y. Zomaya:
Smart Contract Data Monitoring and Visualization. ICBC 2023: 1-8 - [c335]Omid Tavallaie, Seid Miad Zandavi, Hamed Haddadi, Albert Y. Zomaya:
GT-TSCH: Game-Theoretic Distributed TSCH Scheduler for Low-Power IoT Networks. ICDCS 2023: 1-12 - [c334]Quan Chen, Kaijia Wang, Song Guo, Tuo Shi, Jing Li, Zhipeng Cai, Albert Y. Zomaya:
Latency-Optimal Pyramid-based Joint Communication and Computation Scheduling for Distributed Edge Computing. INFOCOM 2023: 1-10 - [c333]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. INFOCOM 2023: 1-10 - [c332]Jing Li, Jianping Wang, Quan Chen, Yuchen Li, Albert Y. Zomaya:
Digital Twin-Enabled Service Satisfaction Enhancement in Edge Computing. INFOCOM 2023: 1-10 - [c331]Xiaomin Chang, Wei Li, Yunchuan Shi, Albert Y. Zomaya:
Taming the Domain Shift in Multi-source Learning for Energy Disaggregation. KDD 2023: 3805-3816 - [c330]Xinwei Ji, Tianming Zhao, Wei Li, Albert Y. Zomaya:
Automatic Pain Assessment with Ultra-short Electrodermal Activity Signal. SAC 2023: 618-625 - [i49]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) - [i48]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) - [i47]Omid Tavallaie, Seid Miad Zandavi, Hamed Haddadi, Albert Y. Zomaya:
GT-TSCH: Game-Theoretic Distributed TSCH Scheduler for Low-Power IoT Networks. CoRR abs/2306.13039 (2023) - [i46]Shuiguang Deng, Hailiang Zhao, Binbin Huang, Cheng Zhang, Feiyi Chen, Yinuo Deng, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Cloud-Native Computing: A Survey from the Perspective of Services. CoRR abs/2306.14402 (2023) - [i45]Shuaijun Chen, Omid Tavallaie, Michael Henri Hambali, Seid Miad Zandavi, Hamed Haddadi, Song Guo, Albert Y. Zomaya:
Boosting Client Selection of Federated Learning under Device and Data Heterogeneity. CoRR abs/2310.08147 (2023) - 2022
- [j514]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) - [j513]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) - [j512]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) - [j511]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) - [j510]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) - [j509]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) - [j508]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) - [j507]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) - [j506]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) - [j505]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) - [j504]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) - [j503]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) - [j502]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) - [j501]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) - [j500]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) - [j499]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) - [j498]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) - [j497]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) - [j496]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) - [j495]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) - [j494]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) - [j493]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) - [j492]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) - [j491]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) - [j490]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) - [j489]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) - [j488]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) - [j487]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) - [j486]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) - [j485]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) - [j484]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) - [j483]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) - [j482]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) - [j481]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) - [j480]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) - [j479]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) - [j478]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) - [j477]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) - [j476]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) - [j475]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) - [j474]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 20