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Blockchain Enabled Enhanced IoT Ecosystem Security [article]

Mahdi H. Miraz, Maaruf Ali
2018 arXiv   pre-print
Proof of Work (PoW), a cryptographic puzzle, plays a vital role in ensuring BC security by maintaining a digital ledger of transactions, which are considered to be incorruptible.  ...  Not only in cryptocurrency has the successful adoption of the BC been implemented, but also in multifaceted non-monetary systems, such as in: distributed storage systems, proof of location and healthcare  ...  deeds, decentralized and/or autonomous organizations/government services et cetera.  ... 
arXiv:1806.05242v1 fatcat:cws7stdb4fd23enhnu4waswxuy

Blockchain for AI: Review and Open Research Challenges

Khaled Salah, M. Habib Ur Rehman, Nishara Nizamuddin, Ala Al-Fuqaha
2019 IEEE Access  
Blockchain technology has the ability to automate payment in cryptocurrency and to provide access to a shared ledger of data, transactions, and logs in a decentralized, secure, and trusted manner.  ...  In this paper, we present a detailed survey on blockchain applications for AI.  ...  In order to operate autonomously, modern computing systems need to handle massive heterogeneity at all verticals including data sources, devices, data processing systems, data storage systems, and application  ... 
doi:10.1109/access.2018.2890507 fatcat:ikgb5ov7kzecdgehdyychbqz3e

Blockchain-Based Federated Learning in UAVs Beyond 5G Networks: A Solution Taxonomy and Future Directions

Deepti Saraswat, Ashwin Verma, Pronaya Bhattacharya, Sudeep Tanwar, Gulshan Sharma, Pitshou N. Bokoro, Ravi Sharma
2022 IEEE Access  
Communication latency, bandwidth, and precision are of prime importance in such operations.  ...  Finally, a logistics case study of BC-based FL-oriented UAVs in 6G networks is presented.  ...  CONVERGENCE OF FL Due to the heterogeneity of different edge or IoT devices, the convergence of FL algorithms is not assured.  ... 
doi:10.1109/access.2022.3161132 fatcat:4h6ormfvjfd45n25vvzkynvyg4

Integration of Blockchain and IoT: An Enhanced Security Perspective

Mahdi H. Miraz, Maaruf Ali
2020 Annals of Emerging Technologies in Computing  
Blockchain (BC), a by-product of Bitcoin cryptocurrency, has gained immense and wide scale popularity for its applicability in various diverse domains – especially in multifaceted non-monetary systems.  ...  By adopting cryptographic techniques such as hashing and asymmetric encryption - along with distributed consensus approach, a Blockchain based distributed ledger not only becomes highly secure but also  ...  deeds, decentralized and/or autonomous organizations/government services et cetera.  ... 
doi:10.33166/aetic.2020.04.006 fatcat:aau6xsjzsfecpjahujqsdrgut4

Multi-level Hierarchical Controller Assisted Task Scheduling and Resource Allocation in Large Cloud Infrastructures

Jyothi S, B S Shylaja
2021 International Journal of Advanced Computer Science and Applications  
CloudSim based simulation over different PlanetLab cloud traces exhibited superior performance by the proposed task-scheduling model in terms of negligible SLA violence, minimum downtime, minimum energy-consumption  ...  The high-pace emergence in Cloud Computing technologies demands and alarmed academia-industries to attain Quality-of-Service (QoS) oriented solutions to ensure optimal network performance in terms of Service  ...  INTRODUCTION In the last few years, the high-pace rise in advanced software systems and decentralized computing environments has broadened the horizon for a state-of-art new paradigm named cloud computing  ... 
doi:10.14569/ijacsa.2021.0121144 fatcat:r7ptzh2s65bytm24miw4uuncki

Blockchain for 5G and Beyond Networks: A State of the Art Survey [article]

Dinh C Nguyen, Pubudu N Pathirana, Ming Ding, Aruna Seneviratne
2019 arXiv   pre-print
The 5G technologies target to support diverse vertical applications by connecting heterogeneous devices and machines with drastic improvements in terms of high quality of service, increased network capacity  ...  and enhanced system throughput.  ...  The authors in [280] consider an autonomous economic system with UAVs where blockchain acts as a protocol of autonomous business activities in modern industrial and business processes.  ... 
arXiv:1912.05062v1 fatcat:ecitoeu5ijh6flblgm74fpvmz4

Unraveling decentralized authorization for multi-domain collaborations

Hannah K. Lee
2007 2007 International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2007)  
In this paper, we present an extended analysis of different types of multi-domain collaborations based on various e-Government case studies as well as that of existing authorization solutions.  ...  With the converged requirements resulting from those analyses, we take a top-down approach of explicitly highlighting generic and interoperable components for a decentralized authorization scheme.  ...  Collaborative organizations are highly heterogeneous in terms of their IT infrastructures and organizational policies.  ... 
doi:10.1109/colcom.2007.4553806 dblp:conf/colcom/Lee07 fatcat:ekgy6bv7dvblpftqoazskttnna

A Survey on Blockchain Interoperability: Past, Present, and Future Trends [article]

Rafael Belchior, André Vasconcelos, Sérgio Guerreiro, Miguel Correia
2021 arXiv   pre-print
Given the novelty and potential of this new domain, we conduct a literature review on blockchain interoperability, by collecting 262 papers, and 70 grey literature documents, constituting a corpus of 332  ...  We discuss not only studies within each category and subcategory but also across categories, providing a holistic overview of blockchain interoperability, paving the way for systematic research in this  ...  A Internet of Blockchains (IoB) is a system "where homogeneous and heterogeneous decentralized networks communicate to facilitate cross-chain transactions of value" [206] .  ... 
arXiv:2005.14282v3 fatcat:svd3ltjeenfsjerwa2sgwz6nzy

Enabling Discoverable Trusted Services for Highly Dynamic Decentralized Workflows

Iain Barclay, Chris Simpkin, Graham Bent, Tom La Porta, Declan Millar, Alun Preece, Ian Taylor, Dinesh Verma
2020 2020 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS)  
In this paper we outline a workflow approach that provides decentralized discovery and orchestration of verifiably trustable services in support of multi-party operations.  ...  semantic technologies to provide mechanisms for autonomous goal-directed agents to discover, execute and reuse new heterogeneous resources and behaviours in large-scale, dynamic environments.  ...  This research was sponsored by the U.S. Army Research Laboratory and the U.K. Ministry of Defence under Agreement Number W911NF-16-3-0001.  ... 
doi:10.1109/works51914.2020.00011 fatcat:ilxvqerlgjbpvf7lev2aht7wjq

A Taxonomy for Classifying Commercial Approaches to Information Integration in Heterogeneous Environments

Amar Gupta, Stuart E. Madnick
1990 IEEE Data Engineering Bulletin  
Acknowledgements: Work reported herein has been supported, in part, by Citibank, IBM, Reuters, MIT's International Financial Service Research Center (IFSRC), MIT's Laboratory for Computer Science (LCS)  ...  Interfacing with Transaction Transfer constitutes the simplest technique for managing transactions in a heterogeneous environment.  ...  A major focus of this project is to devise and experimentally implement techniques and mechanisms to support the controlled sharing of information among a collection of autonomous, heterogeneous database  ... 
dblp:journals/debu/GuptaM90 fatcat:a7hwoauf2jddzafph4e6yy4fqq

Survey on the Applications of Blockchain in Agriculture

Krithika L.B.
2022 Agriculture  
Dating back many millennia, agriculture is an ancient practice in the evolution of civilization.  ...  Instead, specialized labor, tools, and techniques could help people achieve surplus food for their community.  ...  The second stage is the development of application-specific chains designed for such applications as smart contracts, decentralized applications (DApps), and decentralized autonomous organizations (DAOs  ... 
doi:10.3390/agriculture12091333 fatcat:jlp5axl3tbbcngf45dvxxau3zq

Coalition of 6G and Blockchain in AR/VR Space: Challenges and Future Directions

Pronaya Bhattacharya, Deepti Saraswat, Amit Dave, Mohak Acharya, Sudeep Tanwar, Gulshan Sharma, I. E. Davison
2021 IEEE Access  
transactions.  ...  However, the data is exchanged between autonomous networks over untrusted channels.  ...  Coupled with this, incorporating security and trust in decentralized data dissemination among heterogeneous stakeholders is challenging.  ... 
doi:10.1109/access.2021.3136860 fatcat:xm5gatoxevd2vopkpapfwemefm

Federated Learning for Intrusion Detection System: Concepts, Challenges and Future Directions [article]

Shaashwat Agrawal, Sagnik Sarkar, Ons Aouedi, Gokul Yenduri, Kandaraj Piamrat, Sweta Bhattacharya, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu
2021 arXiv   pre-print
On the contrary, federated learning (FL) fits in appropriately as a privacy-preserving decentralized learning technique that does not transfer data but trains models locally and transfers the parameters  ...  The rapid development of the Internet and smart devices trigger surge in network traffic making its infrastructure more complex and heterogeneous.  ...  Hierarchical clustering techniques to combat the heterogeneity by grouping similar client weight update responses which simulates homogeneity.  ... 
arXiv:2106.09527v1 fatcat:vsy4l2ew4nbh5j3gzdlao4ngxe

Recent Advances in Evolving Computing Paradigms: Cloud, Edge, and Fog Technologies

Nancy A Angel, Dakshanamoorthy Ravindran, P M Durai Raj Vincent, Kathiravan Srinivasan, Yuh-Chung Hu
2021 Sensors  
The newest drift is moving computational and storage resources to the edge of the network, involving a decentralized distributed architecture.  ...  There is a need for rigorous research efforts oriented towards developing and implementing machine learning algorithms that deliver the best results in terms of speed, accuracy, storage, and security,  ...  It utilizes the distributed ledger model to secure transactions and is decentralized in nature, providing accurate and efficient transactions, evading intermediaries.  ... 
doi:10.3390/s22010196 pmid:35009740 pmcid:PMC8749780 fatcat:syxfgjxg45hkvbgny4hxlxas4e

D3.1 – State-of-the-Art and Market Analysis Report

ASSIST-IoT Consortium
2021 Zenodo  
Document with main results of SotA review and stakeholders and market analysis carried out.  ...  cooperatively supported by populations of heterogeneous IoT systems.  ...  Finally, the assurance sector has a place for the damage detection of vehicles as it is a research topic in literature. are predicting the cost of the damages by implementing image processing techniques  ... 
doi:10.5281/zenodo.6705158 fatcat:xote6pjzubcvxo4aqxxbraooxi
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