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ORCIDDataCom 2022: Denarau Island, Fiji
- Ching-Hsien Hsu
, Mengwei Xu, Hung Cao, Hojjat Baghban, A. B. M. Shawkat Ali:
Big Data Intelligence and Computing - International Conference, DataCom 2022, Denarau Island, Fiji, December 8-10, 2022, Proceedings. Lecture Notes in Computer Science 13864, Springer 2023, ISBN 978-981-99-2232-1
Big Data Algorithm and Systems
- Yingxi Tang:
Tiansuan Constellation - Intelligent Software-Defined Microsatellite with Orbital Attention for Sustainable Development Goals. 3-21 - Biswa Ranjan Senapati, Bharat S. Rawal:
Adopting a Deep Learning Split-Protocol Based Predictive Maintenance Management System for Industrial Manufacturing Operations. 22-39 - Patricia Ruiz, Marcin Seredynski, Álvaro Torné, Bernabé Dorronsoro:
A Digital Twin for Bus Operation in Public Urban Transportation Systems. 40-52 - Kunal Maharaj, Kunal Kumar, Neeraj Sharma:
Predicting Residential Property Valuation in Major Towns and Cities on Mainland Fiji. 53-68 - Ali Faqihi, Shah Jahan Miah:
Designing an AI-Driven Talent Intelligence Solution: Exploring Big Data to Extend the TOE Framework. 69-82 - Rishal Ravikesh Chand, Neeraj Anand Sharma:
Development of Bilingual Chatbot for University Related FAQs Using Natural Language Processing and Deep Learning. 83-94 - Monesh Sami, A. B. M. Shawkat Ali:
Machine Learning Algorithms Performance Investigation in Fake News Detection. 95-110
Big Data Privacy and Security
- Junyan Zhong, Chang Liu, Huibin Wang, Lele Tian, Han Zhu, Chan-Tong Lam:
Robust Graph Embedding Recommendation Against Data Poisoning Attack. 113-126 - Qing Wang, Xin Lu, Zhijun Wu:
A Secure Sharing Framework Based on Cloud-Chain Fusion for SWIM. 127-141 - Saki Takano, Akihiro Nakao, Saneyasu Yamaguchi, Masato Oguchi:
Privacy-Protective Distributed Machine Learning Between Rich Devices and Edge Servers Using Confidence Level. 142-154 - Brij B. Gupta, Kwok Tai Chui, Varsha Arya, Akshat Gaurav:
A Novel Approach of Securing Medical Cyber Physical Systems (MCPS) from DDoS Attacks. 155-165 - Haoran Cui, Shibo Zhu, Meng Yue:
LTCS: Lightweight Tree-Chain Scheme for ADS-B Data Authentication. 166-177 - Sagar Swamy Rajan, Neeraj Anand Sharma:
Electronic and Remote Voting Systems: Solutions to Existing Problems - An Experimental Approach to Secure Voting Platforms on Endpoints. 178-193 - Tong Wang, Zihan Lai, Weiqing Yu, Zhijun Wu:
Research on the Mechanism of Cooperative Defense Against DDoS Attacks Based on Game Theory. 194-203 - Varsha Arya, Akshat Gaurav, Brij B. Gupta, Ching-Hsien Hsu, Hojjat Baghban:
Detection of Malicious Node in VANETs Using Digital Twin. 204-212
Big Data Analytics and Applications
- Yuan Zhang, Qing Wang, Jiahao Li, Zhijun Wu:
The Storage and Sharing of Big Data in Air Traffic Management System. 215-229 - Yang Yang, Richard O. Sinnott:
Automated Recognition and Classification of Cat Pain Through Deep Learning. 230-240 - Prashneel Gounder, Kunal Kumar:
Perceiving Airline Passenger Booking Lifecycle with the Utilization of Data Warehouse. 241-258 - Ravnesh Kumar, Kunal Kumar:
Utilizing an Airline Data Warehouse for Website Data Analytics: A Conceptual Design. 259-274 - Alexandru-Marius Bonteanu, Catalin Tudose:
Multi-platform Performance Analysis for CRUD Operations in Relational Databases from Java Programs Using Hibernate. 275-288 - Kunal Maharaj, Kunal Kumar:
Enhancing Data Warehouse Efficiency by Optimizing ETL Processing in Near Real Time Data Integration Environment. 289-304 - Anal Kumar, A. B. M. Shawkat Ali:
Big Data Visualization Tools, Challenges and Web Search Popularity - An Update till Today. 305-315 - Richard O. Sinnott, Qi Li, Abdul Mohammad, Luca Morandini:
The Australian Digital Observatory: Social Media Collection, Discovery and Analytics at Scale. 316-327 - Zain Buksh, Neeraj Anand Sharma:
A Web Application-Based Infant Health Monitoring System for Parents & Medical Professionals. 328-343 - Ziad Hmwd A. Almtiri, Shah Jahan Miah, Nasimul Noman:
Impact of Business Analytics and Decision Support Systems on E-commerce in SMEs. 344-361
Big Data Managements and Services
- Yuhan Wang, Qibo Sun:
Task Offloading and Resource Allocation in Satellite Terrestrial Networks: A Deep Deterministic Policy Gradient Approach. 365-378 - Shanil Chetty, Neeraj Anand Sharma:
Attendance Monitoring and Management Using Facial Recognition. 379-397 - Junji Qiu, Qibo Sun:
Reinforcement Learning-Based Task Scheduling Algorithm for On-Satellite Data Analysis. 398-409 - Kusuma Amilineni, Po-Yen Hsu, Ching-Hsien Hsu, Hojjat Baghban, Wen-Thong Chang, Nithin Melala Eshwarappa:
Optimizing Data Stream Throughput for Real-Time Applications. 410-417
Miscellaneous Topic of Big Data
- Di Liu, Zimo Ma, Aolin Zhang, Kuangyu Zheng:
MagicBatch: An Energy-Aware Scheduling Framework for DNN Inference on Heterogeneous Edge Servers in Space-Air-Ground Computation. 421-433 - Ravishek Raj, Neeraj Anand Sharma:
Understanding Syntax Errors in C Sharp Using Game-Based Techniques at Tertiary Level. 434-450 - Renita Murimi:
What Makes AI Addictive? The Role of Discounting, Risk Aversion and Self-regulation. 451-462 - Hui Xu, Benjamin K. Ng, Huibin Wang, Boyu Yang, Chan-Tong Lam:
Two High-Performance Antenna Selection Schemes for Secure SSK Modulation in Intelligent Industrial Wireless Sensing Systems. 463-474 - Lei Yan, Chao Wang, Qibo Sun:
Multi-user Service Placement in LEO Satellite Constellations. 475-486 - Zefei Xu, Hongman Wang, Chao Wang, Shangguang Wang:
Cooperative Computation Offloading in Multi-tier Satellite Terrestrial Network. 487-498 - Tianqi Zhao, Mingyue Zhao, Yue Shi, Kuangyu Zheng:
SPath: An Energy-Efficient DAG Task Offloading Scheme with Space-Ground Cooperative Computing. 499-510 - Qingyuan Jiang:
Improving Performance of Docker Instance via Image Reconstruction. 511-522 - Lanqing Xu, Hongman Wang, Jie Huang, Hongyan Wang:
Edge Cloud Selection Strategy for Micro-service Chain Migration in Mobile Edge Computing. 523-534 - Liu Hui, Qibo Sun:
Service Migration in Mobile Edge Computing Based on 5G Network User Plane. 535-546 - Feisal Hadi Masmali, Shah Jahan Miah, Nasimul Noman:
An Overview of the Internet of Things (IoT) Applications in the Health Sector in Saudi Arabi. 547-557
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