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Cloud Storage Strategy of Blockchain Based on Genetic Prediction Dynamic Files

Jiali Tang, Chenrong Huang, Huangxiaolie Liu, Najla Al-Nabhan
2020 Electronics  
With the rapid expansion of data volume, traditional data storage methods have been unable to meet the practical application requirements of blockchain cloud storage.  ...  Aiming for the cloud storage problem of blockchain, a new storage access method for predicting dynamic file load is proposed.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/electronics9030398 fatcat:k5vxgkln3jft5i2bfisxbf4qty

Blockchain-IoT peer device storage optimization using an advanced time-variant multi-objective particle swarm optimization algorithm

Clement Nartey, Eric Tutu Tchao, James Dzisi Gadze, Bright Yeboah-Akowuah, Henry Nunoo-Mensah, Dominik Welte, Axel Sikora
2022 EURASIP Journal on Wireless Communications and Networking  
Swarm Optimization Algorithm (AT-MOPSO) for determining the optimal number of blocks that should be transferred to the cloud for storage.  ...  AbstractThe integration of Internet of Things devices onto the Blockchain implies an increase in the transactions that occur on the Blockchain, thus increasing the storage requirements.  ...  Acknowledgements The authors are grateful to the TWAS-DFG Visiting Researcher Programme for providing and funding a collaborative environment between Offenburg University of Applied Sciences and KNUST  ... 
doi:10.1186/s13638-021-02074-3 fatcat:zh7ttwhjujf47nm2mlngtsw7he

Multi-Layer Blockchain-Based Security Architecture for Internet of Things

Houshyar Honar Pajooh, Mohammad Rashid, Fakhrul Alam, Serge Demidenko
2021 Sensors  
The K-unknown clusters are defined within the IoT network by applying techniques that utillize a hybrid Evolutionary Computation Algorithm while using Simulated Annealing and Genetic Algorithms.  ...  The open-source Hyperledger Fabric Blockchain platform is deployed for the proposed model development. Base stations adopt a global blockchain approach to communicate with each other securely.  ...  A hybrid algorithm (consisting of a Genetic Algorithm and Simulated Annealing) is employed for the selection of a cluster head as well as for cluster optimization, as shown in Figure 6 .  ... 
doi:10.3390/s21030772 pmid:33498860 fatcat:aihjj5p3wveevlz2njipjk6q3y

Blockchain-Aware Distributed Dynamic Monitoring: A Smart Contract for Fog-Based Drone Management in Land Surface Changes

Abdullah Ayub Khan, Zaffar Ahmed Shaikh, Asif Ali Laghari, Sami Bourouis, Asif Ali Wagan, Ghulam Ali Alias Atif Ali
2021 Atmosphere  
The main objective here is to enable process and schedule, to investigate individual captured entity (records) and to analyze changes in the blockchain storage with a secure hash-encrypted (SH-256) consortium  ...  The proposed blockchain mechanism is also investigated for analyzing the fog-cloud-based stored information, which is referred to as smart contracts.  ...  Proposed Blockchain-Aware Smart Contracts for Fog-Based Drone Management In this paper, to schedule processing using a genetic algorithm and blockchain-aware management in a secure cloud system, a single  ... 
doi:10.3390/atmos12111525 fatcat:tj3zije2prgw3kvuvdczdt5yi4

Blockchain and K-Means Algorithm for Edge AI Computing

Xiaotian Qiu, Dengfeng Yao, Xinchen Kang, Abudukelimu Abulizi, Jun Ye
2022 Computational Intelligence and Neuroscience  
Based on the prediction of the fault state for a single type of data, the algorithm uses the historical data of multiple types of data together with the prediction data to predict the fault stage.  ...  On the basis of designing a resource allocation scheme based on blockchain, the problem of how the participants can realize reliable resource use according to the recorded data on the chain is studied.  ...  Energy Consumption Optimization of Edge Blockchain Based on K-Means Algorithm.  ... 
doi:10.1155/2022/1153208 pmid:35676965 pmcid:PMC9168108 fatcat:ohi2awkq65fx7egm5rlpz3fvuy

EC-ElGamal and Genetic Algorithm based Enhancement for Lightweight Scalable Blockchain in IoT domain

J Guruprakash, Koppu Srinivas
2020 IEEE Access  
INDEX TERMS IoT blockchain, LSB, EC-ElGamal encryption, genetic algorithm, IoT.  ...  hash operation and quality with an overall 7% saving on the storage cost thereby increased the overall performance.  ...  In [45] , the authors suggested that Secure Hash Algorithms (SHA) require optimization and a hybrid of multiple techniques based on the underlying application.  ... 
doi:10.1109/access.2020.3013282 fatcat:t4ahzhwur5eyxc3rok57aokluq

An Optimized and Decentralized Energy Provision System for Smart Cities

Ayusee Swain, Surender Reddy Salkuti, Kaliprasanna Swain
2021 Energies  
trading platform by integrating blockchain technology with a smart microgrid.  ...  In this comprehensive model, particle swarm optimization and a genetic algorithm are used to search for the optimal solution in any problem space in less processing time.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/en14051451 fatcat:gpatm35lrba4rbaz6dg4sgf6ke

Research on Construction of a Cloud Platform for Tourism Information Intelligent Service Based on Blockchain Technology

Cao Wei, Qinan Wang, Chengying Liu, Hongju Cheng
2020 Wireless Communications and Mobile Computing  
This article explores the use of big data technologies such as genetic algorithms to explore massive travel data and establish a comprehensive tourism information service platform for governments, enterprises  ...  The overall design of an industrial information service platform based on big tourist data is proposed.  ...  A genetic algorithm is a search algorithm with self-adaptability and self-organization ability developed based on the natural selection and evolution mechanism of the biological world.  ... 
doi:10.1155/2020/8877625 fatcat:whq5hxd6lfbfvor26ormgn7udi

Introduction to the Special Issue on Artificial Intelligence for Smart Cities and Industries

Ashutosh Sharma, Pradeep Kumar Singh, Wei-Chiang Hong, Gaurav Dhiman, Adam Slowik
2021 Scalable Computing : Practice and Experience  
After following double blind peer review for all the submitted manuscripts across the globe, and after the rigorous review process, revision and based on final recommendations of the reviewers and editorial  ...  It gives a fresh sweeping perspective on the natural framework designing, advances, and parts that include the masterminding and execution of sharp city and industry establishments.  ...  In this paper, a media server cluster load balancing algorithm based on consistency hash algorithm and genetic algorithm is proposed.  ... 
doi:10.12694/scpe.v22i2.1939 fatcat:2vnfcyhjszdvtg5waj4letmrem

ICCUBEA 2019 Table of Contents

2019 2019 5th International Conference On Computing, Communication, Control And Automation (ICCUBEA)  
Secure Retrieval in Outsourced Environment using Genetic Algorithm 80 Blockchain Based Secure Data Storage and Access Control System using Cloud 81 Land Registry Using Blockchain -A Survey of existing  ...  Improved Support Vector Machine 42 Personalized Newspaper Based on Emotional Traits Using Machine Learning 43 An Efficient Clustering Approach utilizing an Advanced Particle Swarm Optimization Variant  ... 
doi:10.1109/iccubea47591.2019.9128707 fatcat:3s3o5v2x3nepxeftk4jd64hjnq

Table of contents

2020 2020 Sixth International Conference on Parallel, Distributed and Grid Computing (PDGC)  
1570672718 Intrusion Detection and Prevention system using Cuckoo search algorithm with ANN in Cloud Computing 066-072 P015 1570674604 Energy Efficient Quad Clustering based on K-means Algorithm  ...  Comparative Study of Genetic Algorithm and ArtificialNeural Network for Multi-class Classification based on Type-2 Diabetes Treatment Recommendation model Paper# ECF ID Title Page# P001 1570672593  ... 
doi:10.1109/pdgc50313.2020.9315770 fatcat:idng5upuj5fwfndjx76pk47tqa

A Blockchain and Metaheuristic-Enabled Distributed Architecture for Smart Agricultural Analysis and Ledger Preservation Solution: A Collaborative Approach

Abdullah Ayub Khan, Zaffar Ahmed Shaikh, Larisa Belinskaja, Laura Baitenova, Yulia Vlasova, Zhanneta Gerzelieva, Asif Ali Laghari, Abdul Ahad Abro, Sergey Barykin
2022 Applied Sciences  
A metaheuristic-enabled genetic algorithm is designed to receive day-to-day agricultural production details and process and analyze forecast pricing from the records by scheduling, managing, and monitoring  ...  The blockchain hyperledger sawtooth distributed modular technology provides a secure communication channel between stakeholders, a private network, protects the forecasting ledger, adds and updates commodity  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/app12031487 fatcat:tru52uyblbc6pdupul32ud5kdy

A Cooperative Architecture of Data Offloading and Sharing for Smart Healthcare with Blockchain [article]

Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne
2021 arXiv   pre-print
In this paper, we propose a novel hybrid approach of data offloading and data sharing for healthcare using edge cloud and blockchain.  ...  Many edge cloud-based system designs have been proposed, but some technical challenges still remain, such as low quality of services (QoS), data privacy and system security due to centralized healthcare  ...  Specially, we develop a reliable access control mechanism associated with a decentralized IFPS storage design on cloud.  ... 
arXiv:2103.10186v2 fatcat:yxbtnswznncjjpp27pq2brkfpa

Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges [article]

Sukhpal Singh Gill, Shreshth Tuli, Minxian Xu, Inderpreet Singh, Karan Vijay Singh, Dominic Lindsay, Shikhar Tuli, Daria Smirnova, Manmeet Singh, Udit Jain, Haris Pervaiz, Bhanu Sehgal, Sukhwinder Singh Kaila (+4 others)
2019 arXiv   pre-print
Finally, we proposed a conceptual model for cloud futurology to explore the influence of emerging paradigms and technologies on evolution of cloud computing.  ...  Cloud computing plays a critical role in modern society and enables a range of applications from infrastructure to social media.  ...  They use search methods like genetic algorithms, supervised machine learning and even deep reinforcement learning to optimize their objective functions [154] [155] .  ... 
arXiv:1911.01941v1 fatcat:seyqgzhqk5cwfdaav2dcjpv254

Authors Index

2021 2021 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT)  
Images using TinyML Strategies with Transfer Learning FitNet: A deep neural network driven architecture for real time posture rectification Implementation of a WGAN-GP for Human Pose Transfer using a 3  ...  -channel pose representation Traffic sign recognition and distance estimation with YOLOv3 model Deep, Vikas  ...  Hybrid Work Environments: Tracking Systems Sa'id, Alva Tuncer, Taner Singh, Sunil Eye-Tracking Analysis with Deep Learning Method A Fuzzy-based Clustering and Data Collection for Internet of Things based  ... 
doi:10.1109/3ict53449.2021.9581857 fatcat:cstqtiz5rjg65llynoy4ehcdua
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