Kai Hwang

ORCID

Publication Activity (10 Years)

Years Active: 1973-2024
Publications (10 Years): 61

Top Venues

CoRR

IEEE Access

IEEE Netw.

IEEE Trans. Serv. Comput.

Publications

Yuanfang Chi, Wei Dai, Yuan Fan, Jun Ruan, Kai Hwang, Wei Cai
Total cost ownership optimization of private clouds: a rack minimization perspective. Wirel. Networks 30 (5) (2024)
Zhengdao Li, Yong Cao, Kefan Shuai, Yiming Miao, Kai Hwang
Rethinking the Effectiveness of Graph Classification Datasets in Benchmarks for Assessing GNNs. CoRR (2024)
Kefan Shuai, Yiming Miao, Kai Hwang, Zhengdao Li
Transfer Reinforcement Learning for Adaptive Task Offloading Over Distributed Edge Clouds. IEEE Trans. Cloud Comput. 11 (2) (2023)
Tianshu Hao, Kai Hwang, Jianfeng Zhan, Yuejin Li, Yong Cao
Scenario-Based AI Benchmark Evaluation of Distributed Cloud/Edge Computing Systems. IEEE Trans. Computers 72 (3) (2023)
Yuejin Li, Mi Wang, Kai Hwang, Zhengdao Li, Tongkai Ji
LEO Satellite Constellation for Global-Scale Remote Sensing With On-Orbit Cloud AI Computing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Zhengdao Li, Wei Li, Kai Hwang
Adaptive Graph Convolution Networks for Traffic Flow Forecasting. CoRR (2023)
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) (2023)
Yiming Miao, Kai Hwang, Di Wu, Yixue Hao, Min Chen
Drone Swarm Path Planning for Mobile Edge Computing in Industrial Internet of Things. IEEE Trans. Ind. Informatics 19 (5) (2023)
Jinhan Xin, Kai Hwang, Zhibin Yu
LOCAT: Low-Overhead Online Configuration Auto-Tuning of Spark SQL Applications. SIGMOD Conference (2022)
Jinhan Xin, Kai Hwang, Zhibin Yu
LOCAT: Low-Overhead Online Configuration Auto-Tuning of Spark SQL Applications [Extended Version]. CoRR (2022)
Wenjing Xiao, Yiming Miao, Giancarlo Fortino, Di Wu, Min Chen, Kai Hwang
Collaborative Cloud-Edge Service Cognition Framework for DNN Configuration Toward Smart IIoT. IEEE Trans. Ind. Informatics 18 (10) (2022)
Wenjing Xiao, Kai Hwang, Min Chen, Xianzhi Li
SEPL-Net: A Semantics-Enhanced Pseudo Labeling Network for Semi-Supervised Image Analysis. ICME (2022)
Le-Le Li, Jiang-Yi Liu, Jianping Fan, Xuehai Qian, Kai Hwang, Yeh-Ching Chung, Zhibin Yu
SOCA-DOM: A Mobile System-on-Chip Array System for Analyzing Big Data on the Move. J. Comput. Sci. Technol. 37 (6) (2022)
Zhendong Bei, Nam Sung Kim, Kai Hwang, Zhibin Yu
OSC: An Online Self-Configuring Big Data Framework for Optimization of QoS. IEEE Trans. Computers 71 (4) (2022)
Yong Cao, Wei Li, Xianzhi Li, Min Chen, Guangyong Chen, Long Hu, Zhengdao Li, Kai Hwang
Explore More Guidance: A Task-aware Instruction Network for Sign Language Translation Enhanced with Data Augmentation. NAACL-HLT (Findings) (2022)
Yong Cao, Wei Li, Xianzhi Li, Min Chen, Guangyong Chen, Long Hu, Zhengdao Li, Kai Hwang
Explore More Guidance: A Task-aware Instruction Network for Sign Language Translation Enhanced with Data Augmentation. CoRR (2022)
Yiming Miao, Jinfeng Xu, Min Chen, Kai Hwang
Drone enabled Smart Air-Agent for 6G Network. ICC (2022)
Miao Li, Yixue Hao, Yaxiong Ma, Jincai Chen, Long Hu, Min Chen, Kai Hwang, Zhongchun Liu
Adjuvant Therapy System of COVID-19 Patient: Integrating Warning, Therapy, Post-Therapy Psychological Intervention. IEEE Trans. Netw. Sci. Eng. 9 (1) (2022)
Min Chen, Ke Shen, Rui Wang, Yiming Miao, Yingying Jiang, Kai Hwang, Yixue Hao, Guangming Tao, Long Hu, Zhongchun Liu
Negative Information Measurement at AI Edge: A New Perspective for Mental Health Monitoring. ACM Trans. Internet Techn. 22 (3) (2022)
Rui Wang, Bing Xiang Yang, Yujun Ma, Peilin Wang, Qiao Yu, Xiaofen Zong, Zhen Huang, Simeng Ma, Long Hu, Kai Hwang, Zhongchun Liu
Medical-Level Suicide Risk Analysis: A Novel Standard and Evaluation Model. IEEE Internet Things J. 8 (23) (2021)
Yijin Guo, Huasong Shan, Shixin Huang, Kai Hwang, Jianping Fan, Zhibin Yu
GML: Efficiently Auto-Tuning Flink's Configurations Via Guided Machine Learning. IEEE Trans. Parallel Distributed Syst. 32 (12) (2021)
Rui Wang, Min Chen, Nadra Guizani, Yong Li, Hamid Gharavi, Kai Hwang
DeepNetQoE: Self-Adaptive QoE Optimization Framework of Deep Networks. IEEE Netw. 35 (3) (2021)
Fangxin Wang, Jiangchuan Liu, Cong Zhang, Lifeng Sun, Kai Hwang
Intelligent Edge Learning for Personalized Crowdsourced Livecast: Challenges, Opportunities, and Solutions. IEEE Netw. 35 (1) (2021)
Xiaofei Wang, Min Chen, Victor C. M. Leung, Zhu Han, Kai Hwang
Integrating Social Networks with Mobile Device-to-Device Services. IEEE Trans. Serv. Comput. 14 (4) (2021)
Ping Zhou, Ke Shen, Neeraj Kumar, Yin Zhang, Mohammad Mehedi Hassan, Kai Hwang
Communication-Efficient Offloading for Mobile-Edge Computing in 5G Heterogeneous Networks. IEEE Internet Things J. 8 (13) (2021)
Yong-Gang Li, Yeh-Ching Chung, Kai Hwang, Yue-Jin Li
Virtual Wall: Filtering Rootkit Attacks To Protect Linux Kernel Functions. IEEE Trans. Computers 70 (10) (2021)
Min Chen, Haiyang Wang, Kai Hwang, Giancarlo Fortino, Jeungeun Song, Limei Peng, Joze Guna
Guest Editorial: Learning-Based Edge Computing Services. IEEE Netw. 35 (1) (2021)
Yongfeng Qian, Yin Zhang, Giancarlo Fortino, Yiming Miao, Long Hu, Kai Hwang
Security-Enhanced Content Caching for the 5G-Based Cognitive Internet of Vehicles. IEEE Netw. 35 (2) (2021)
Min Chen, Kai Hwang, Haiyang Wang, Victor C. M. Leung, Iztok Humar
Guest Editorial Special Issue on Internet of Things for Smart Health and Emotion Care. IEEE Internet Things J. 8 (23) (2021)
Yiming Miao, Yixue Hao, Min Chen, Hamid Gharavi, Kai Hwang
Intelligent Task Caching in Edge Cloud via Bandit Learning. IEEE Trans. Netw. Sci. Eng. 8 (1) (2021)
Yixue Hao, Min Chen, Hamid Gharavi, Yin Zhang, Kai Hwang
Deep Reinforcement Learning for Edge Service Placement in Softwarized Industrial Cyber-Physical System. IEEE Trans. Ind. Informatics 17 (8) (2021)
Lili Jiang, Lifeng Sun, Kai Hwang
Anomalous Crowd Detection with Mobile Sensing and Suspicious Scoring. Big Data (CCF) (2021)
Tianshu Hao, Jianfeng Zhan, Kai Hwang, Wanling Gao, Xu Wen
AI-oriented Workload Allocation for Cloud-Edge Computing. CCGRID (2021)
Dawei Fang, Xin Guan, Benran Hu, Yu Peng, Min Chen, Kai Hwang
Deep Reinforcement Learning for Scenario-Based Robust Economic Dispatch Strategy in Internet of Energy. IEEE Internet Things J. 8 (12) (2021)
Yuan Tang, Yiming Miao, Ahmed Barnawi, Bander A. Alzahrani, Reem Alotaibi, Kai Hwang
A joint global and local path planning optimization for UAV task scheduling towards crowd air monitoring. Comput. Networks 193 (2021)
Yongfeng Qian, Yujun Ma, Jing Chen, Di Wu, Daxin Tian, Kai Hwang
Optimal Location Privacy Preserving and Service Quality Guaranteed Task Allocation in Vehicle-Based Crowdsensing Networks. IEEE Trans. Intell. Transp. Syst. 22 (7) (2021)
Long Hu, Yinging Jiang, Fangxin Wang, Kai Hwang, M. Shamim Hossain, Ghulam Muhammad
Follow me Robot-Mind: Cloud brain based personalized robot service with migration. Future Gener. Comput. Syst. 107 (2020)
Min Chen, Yingying Jiang, Nadra Guizani, Jun Zhou, Guangming Tao, Jun Yin, Kai Hwang
Living with I-Fabric: Smart Living Powered by Intelligent Fabric and Deep Analytics. IEEE Netw. 34 (5) (2020)
Lixia Luan, Wenjing Xiao, Kai Hwang, M. Shamim Hossain, Ghulam Muhammad, Ahmed Ghoneim
MEMO Box: Health Assistant for Depression With Medicine Carrier and Exercise Adjustment Driven by Edge Computing. IEEE Access 8 (2020)
Yuanfang Chi, Wei Dai, Yuan Fan, Jun Ruan, Kai Hwang, Wei Cai
Private Cloud in 6G Networks: A Study from the Total Cost of Ownership Perspective. 6GN (2020)
Belal Ahmad, Mohd Usama, Chuen-Min Huang, Kai Hwang, M. Shamim Hossain, Ghulam Muhammad
Discriminative Feature Learning for Skin Disease Classification Using Deep Convolutional Neural Network. IEEE Access 8 (2020)
Tianshu Hao, Jianfeng Zhan, Kai Hwang, Wanling Gao, Xu Wen
AI-oriented Medical Workload Allocation for Hierarchical Cloud/Edge/Device Computing. CoRR (2020)
Kui Su, Peiyu Liu, Liang Gu, Wenzhi Chen, Kai Hwang, Zhibin Yu
vMobiDesk: Desktop Virtualization for Mobile Operating Systems. IEEE Access 8 (2020)
Min Chen, Yongfeng Qian, Jing Chen, Kai Hwang, Shiwen Mao, Long Hu
Privacy Protection and Intrusion Avoidance for Cloudlet-Based Medical Data Sharing. IEEE Trans. Cloud Comput. 8 (4) (2020)
Rui Wang, Min Chen, Nadra Guizani, Yong Li, Hamid Gharavi, Kai Hwang
DeepNetQoE: Self-adaptive QoE Optimization Framework of Deep Networks. CoRR (2020)
Qiang Liu, Miao Li, Jun Yang, Jing Lv, Kai Hwang, M. Shamim Hossain, Ghulam Muhammad
Joint power and time allocation in energy harvesting of UAV operating system. Comput. Commun. 150 (2020)
Fu Chen, Peng Liu, Jianming Zhu, Sheng Gao, Yanmei Zhang, Meijiao Duan, Youwei Wang, Kai Hwang
Improving Topic-Based Data Exchanges among IoT Devices. Secur. Commun. Networks 2020 (2020)
Kai Hwang, Min Chen, Hamid Gharavi, Victor C. M. Leung
Artificial Intelligence for Cognitive Wireless Communications. IEEE Wirel. Commun. 26 (3) (2019)
Fan Zhang, Majd F. Sakr, Kai Hwang, Samee U. Khan
Empirical Discovery of Power-Law Distribution in MapReduce Scalability. IEEE Trans. Cloud Comput. 7 (3) (2019)
Tianshu Hao, Yunyou Huang, Xu Wen, Wanling Gao, Fan Zhang, Chen Zheng, Lei Wang, Hainan Ye, Kai Hwang, Zujie Ren, Jianfeng Zhan
Edge AIBench: Towards Comprehensive End-to-end Edge Computing Benchmarking. CoRR (2019)
Min Chen, Francisco Herrera, Kai Hwang
Cognitive Computing: Architecture, Technologies and Intelligent Applications. IEEE Access 6 (2018)
Min Chen, Yixue Hao, Chin-Feng Lai, Di Wu, Yong Li, Kai Hwang
Opportunistic Task Scheduling over Co-Located Clouds in Mobile Environment. IEEE Trans. Serv. Comput. 11 (3) (2018)
Tianshu Hao, Yunyou Huang, Xu Wen, Wanling Gao, Fan Zhang, Chen Zheng, Lei Wang, Hainan Ye, Kai Hwang, Zujie Ren, Jianfeng Zhan
Edge AIBench: Towards Comprehensive End-to-End Edge Computing Benchmarking. Bench (2018)
Konstantinos Samdanis, Athul Prasad, Min Chen, Kai Hwang
Enabling 5G Verticals and Services through Network Softwarization and Slicing. IEEE Commun. Stand. Mag. 2 (1) (2018)
Min Chen, Yiming Miao, Yixue Hao, Kai Hwang
Narrow Band Internet of Things. IEEE Access 5 (2017)
Min Chen, Yixue Hao, Kai Hwang, Lu Wang, Lin Wang
Disease Prediction by Machine Learning Over Big Data From Healthcare Communities. IEEE Access 5 (2017)
Min Chen, Jun Yang, Yixue Hao, Shiwen Mao, Kai Hwang
A 5G Cognitive System for Healthcare. Big Data Cogn. Comput. 1 (1) (2017)
Kai Hwang, Min Chen, Jie Wu
Special Issue on Mobile Big Data Management and Innovative Applications. IEEE Trans. Serv. Comput. 9 (5) (2016)
Kai Hwang, Xiaoying Bai, Yue Shi, Muyang Li, Wen-Guang Chen, Yongwei Wu
Cloud Performance Modeling with Benchmark Evaluation of Elastic Scaling Strategies. IEEE Trans. Parallel Distributed Syst. 27 (1) (2016)
Huailiang Tan, Chao Li, Zaihong He, Keqin Li, Kai Hwang
VMCD: A Virtual Multi-Channel Disk I/O Scheduling Method for Virtual Machines. IEEE Trans. Serv. Comput. 9 (6) (2016)
Fan Zhang, Kai Hwang, Samee U. Khan, Qutaibah M. Malluhi
Skyline Discovery and Composition of Multi-Cloud Mashup Services. IEEE Trans. Serv. Comput. 9 (1) (2016)
Fan Zhang, Junwei Cao, Kai Hwang, Keqin Li, Samee U. Khan
Adaptive Workflow Scheduling on Cloud Computing Platforms with IterativeOrdinal Optimization. IEEE Trans. Cloud Comput. 3 (2) (2015)
Fan Zhang, Junwei Cao, Samee U. Khan, Keqin Li, Kai Hwang
A task-level adaptive MapReduce framework for real-time streaming data in healthcare applications. Future Gener. Comput. Syst. (2015)
Yue Shi, Sampatoor Abhilash, Kai Hwang
Cloudlet Mesh for Securing Mobile Clouds from Intrusions and Network Attacks. MobileCloud (2015)
Kenli Li, Wei Ai, Zhuo Tang, Fan Zhang, Lingang Jiang, Keqin Li, Kai Hwang
Hadoop Recognition of Biomedical Named Entity Using Conditional Random Fields. IEEE Trans. Parallel Distributed Syst. 26 (11) (2015)
Yongwei Wu, Maomeng Su, Weiming Zheng, Kai Hwang, Albert Y. Zomaya
Associative Big Data Sharing in Community Clouds: The MeePo Approach. IEEE Cloud Comput. 2 (6) (2015)
Fan Zhang, Junwei Cao, Keqin Li, Samee U. Khan, Kai Hwang
Multi-objective scheduling of many tasks in cloud platforms. Future Gener. Comput. Syst. 37 (2014)
Wen He, Kai Hwang, Deyi Li
Intelligent Carpool Routing for Urban Ridesharing by Mining GPS Trajectories. IEEE Trans. Intell. Transp. Syst. 15 (5) (2014)
Kai Hwang, Yue Shi, Xiaoying Bai
Scale-Out vs. Scale-Up Techniques for Cloud Performance and Productivity. CloudCom (2014)
Dawei Li, Jie Wu, Keqin Li, Kai Hwang
Energy-Aware Scheduling on Multiprocessor Platforms with Devices. CGC (2013)
Sen-ching Samson Cheung, Yan Sun, Karl Aberer, Jayant R. Haritsa, Bill G. Horne, Kai Hwang
Guest Editorial: Special issue on privacy and trust management in cloud and distributed systems. IEEE Trans. Inf. Forensics Secur. 8 (6) (2013)
Junwei Cao, Kai Hwang, Keqin Li, Albert Y. Zomaya
Optimal Multiserver Configuration for Profit Maximization in Cloud Computing. IEEE Trans. Parallel Distributed Syst. 24 (6) (2013)
Lizhong Chen, Kai Hwang, Timothy Mark Pinkston
RAIR: Interference Reduction in Regionalized Networks-on-Chip. IPDPS (2013)
Haiying Shen, Kai Hwang
Locality-Preserving Clustering and Discovery of Resources in Wide-Area Distributed Computational Grids. IEEE Trans. Computers 61 (4) (2012)
Xiaosong Lou, Kai Hwang
Quality of data delivery in peer-to-peer video streaming. ACM Trans. Multim. Comput. Commun. Appl. 8 (S1) (2012)
Liang Chen, Kai Hwang, Jian Wu
MapReduce Skyline Query Processing with a New Angular Partitioning Approach. IPDPS Workshops (2012)
Erdal Cayirci, Chunming Rong, Maciej Koczur, Kai Hwang
A multi-criteria design scheme for service federating inter-cloud applications. CloudCom (2012)
Fan Zhang, Junwei Cao, Kai Hwang, Cheng Wu
Ordinal Optimized Scheduling of Scientific Workflows in Elastic Compute Clouds. CloudCom (2011)
Zhenyu Li, Gaogang Xie, Kai Hwang, Zhongcheng Li
Churn-Resilient Protocol for Massive Data Dissemination in P2P Networks. IEEE Trans. Parallel Distributed Syst. 22 (8) (2011)
Ernesto Damiani, Kai Hwang
DOA'10 - PC Co-chairs Message. OTM Conferences (2) (2010)
Kai Hwang, Deyi Li
Trusted Cloud Computing with Secure Resources and Data Coloring. IEEE Internet Comput. 14 (5) (2010)
Yongwei Wu, Kai Hwang, Yulai Yuan, Weimin Zheng
Adaptive Workload Prediction of Grid Performance in Confidence Windows. IEEE Trans. Parallel Distributed Syst. 21 (7) (2010)
Xiaosong Lou, Kai Hwang, Yue Hu
Accountable File Indexing against DDoS Attacks in Peer-to-Peer Networks. GLOBECOM (2009)
Kai Hwang
Cloud Computing: Virtual Clusters, Data Security, and Disaster Recovery. OTM Conferences (2) (2009)
Ke Chen, Kai Hwang, Gang Chen
Heuristic Discovery of Role-Based Trust Chains in Peer-to-Peer Networks. IEEE Trans. Parallel Distributed Syst. 20 (1) (2009)
Haiying Shen, Kai Hwang
Locality-Preserving Clustering and Discovery of Wide-Area Grid Resources. ICDCS (2009)
Kai Hwang
Virtual Clusters for Grid, Cloud, and High-performance Computing. HPCC (2009)
Qinyuan Feng, Kai Hwang, Yafei Dai
Rainbow Product Ranking for Upgrading E-Commerce. IEEE Internet Comput. 13 (5) (2009)
Xiaosong Lou, Kai Hwang
Collusive Piracy Prevention in P2P Content Delivery Networks. IEEE Trans. Computers 58 (7) (2009)
Xiaosong Lou, Kai Hwang, Gaogang Xie
Quality of Service in Peer-to-Peer IPTV Networks. ICPADS (2009)
Kai Hwang, Sameer Kulkareni, Yue Hu
Cloud Security with Virtualized Defense and Reputation-Based Trust Mangement. DASC (2009)
Runfang Zhou, Kai Hwang, Min Cai
GossipTrust for Fast Reputation Aggregation in Peer-to-Peer Networks. IEEE Trans. Knowl. Data Eng. 20 (9) (2008)
Kai Hwang
Massively Distributed Systems : From Grids and P2P to Clouds. GPC (2008)
Yu Chen, Kai Hwang, Wei-Shinn Ku
Collaborative Detection of DDoS Attacks over Multiple Network Domains. IEEE Trans. Parallel Distributed Syst. 18 (12) (2007)
Yu Chen, Kai Hwang
Spectral Analysis of TCP Flows for Defense Against Reduction-of-Quality Attacks. ICC (2007)
Min Cai, Kai Hwang
Distributed Aggregation Algorithms with Load-Balancing for Scalable Grid Resource Monitoring. IPDPS (2007)
Kai Hwang, Min Cai, Ying Chen, Min Qin
Hybrid Intrusion Detection with Weighted Signature Generation over Anomalous Internet Episodes. IEEE Trans. Dependable Secur. Comput. 4 (1) (2007)
Yu-Kwong Kwok, Kai Hwang, Shanshan Song
Selfish Grids: Game-Theoretic Modeling and NAS/PSA Benchmark Evaluation. IEEE Trans. Parallel Distributed Syst. 18 (5) (2007)
Runfang Zhou, Kai Hwang
PowerTrust: A Robust and Scalable Reputation System for Trusted Peer-to-Peer Computing. IEEE Trans. Parallel Distributed Syst. 18 (4) (2007)
Runfang Zhou, Kai Hwang
Gossip-based Reputation Aggregation for Unstructured Peer-to-Peer Networks. IPDPS (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kai Hwang