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Stochastic Consensus Algorithms over General Noisy Networks
Stochastic consensus algorithms are considered for multi-agent systems over noisy unbalanced directed networks. The graph which represents a communication network of the system is assumed to contain a directed spanning tree, that is, a given digraph is ...
Kenta Hanada +4 more
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Decentralized Inexact Cubic Newton Method With Consensus Procedure
Distributed optimization is widely used in large-scale and privacy-preserving machine learning, where each agent stores a local objective and communicates only with its neighbors in a connected network.
Artem Agafonov +7 more
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Review of Blockchain Consensus Algorithm [PDF]
The consensus algorithm is a critical technological cornerstone of blockchain,facilitating consistency among nodes within a distributed system concerning specific data.The primary bottleneck in current consensus algorithms lies in the impact of ...
ZHOU Kai, CHEN Fu, LU Tianyuan, CAO Huaihu
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The integration of Blockchain (BC) and the Internet of Things (IoT) has emerged as a transformative solution for addressing traceability challenges in logistics, offering enhanced transparency, data security, and operational efficiency.
Yahaya Saidu +6 more
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Investigating the Impact of Consensus Algorithm on Scalability in Blockchain Systems
In the current era, blockchain has emerged as one the best and promising technology. All the cryptocurrencies have also gained a lot of popularity around the globe which are based on blockchain technology. Blockchain provides a distributed architecture,
Kashif Mehboob Khan +2 more
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Resilient Consensus-Based Target Tracking Under False Data Injection Attacks in Multi-Agent Networks
Distributed target tracking in multi-agent networks plays a critical role in cooperative sensing and autonomous navigation. However, it faces significant challenges in highly dynamic and adversarial setups.
Amir Ahmad Ghods +1 more
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In the last decades, the increasing employment of unmanned aerial vehicles (UAVs) in civil applications has highlighted the potential of coordinated multi-aircraft missions.
Salvatore Rosario Bassolillo +2 more
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Blockchain-Enhanced Attribute-Based Encryption Architecture With Feasibility Analysis
In today’s digital landscape, data security is critical, particularly in the Internet of Things (IoT), where large volumes of sensitive data are exchanged.
Agustin Ferrer-Rojas +2 more
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Majoritarianism and Monoculture (M&M)
Research in decentralized computing, specifically in consensus algorithms, has focused on providing resistance to an adversary with a minority stake. This has resulted in systems that are majoritarian in the extreme, ignoring valuable lessons learned in ...
Mansoor “Manny” Ahmed +2 more
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Satellite swarm operations require robust methodologies to distinguish between leader-induced reference frame biases (global errors) and individual follower anomalies (local deviations). This is the challenge of distributed fault diagnosis.
Mahsa Azadmanesh +3 more
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