Multicenter Hierarchical Federated Learning With Fault-Tolerance Mechanisms for Resilient Edge Computing Networks

X Chen, G Xu, X Xu, H Jiang, Z Tian… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In the realm of federated learning (FL), the conventional dual-layered architecture,
comprising a central parameter server and peripheral devices, often encounters challenges …

SENSE: A collaborative selfish node detection and incentive mechanism for opportunistic networks

RI Ciobanu, C Dobre, M Dascălu… - Journal of Network and …, 2014 - Elsevier
Generally, routing algorithms for opportunistic networks rely on the fact that nodes are willing
to accept data from other nodes under any circumstances, but this is not the case. Selfish …

Acceptance test for fault detection in component-based cloud computing and systems

M Smara, M Aliouat, ASK Pathan, Z Aliouat - Future Generation Computer …, 2017 - Elsevier
Fault Detection is considered as one of the main challenges in large-scale dynamic
environments and thus, for maintaining the reliability requirements of Cloud and Mobile …

Self-healing dilemmas in distributed systems: Fault correction vs. fault tolerance

J Nikolić, N Jubatyrov… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Large-scale decentralized systems of autonomous agents interacting via asynchronous
communication often experience the following self-healing dilemma: fault detection inherits …

A Weibull distribution accrual failure detector for cloud computing

J Liu, Z Wu, J Wu, J Dong, Y Zhao, D Wen - PloS one, 2017 - journals.plos.org
Failure detectors are used to build high availability distributed systems as the fundamental
component. To meet the requirement of a complicated large-scale distributed system …

SPRINT‐SELF: social‐based routing and selfish node detection in opportunistic networks

RI Ciobanu, C Dobre, V Cristea, F Pop… - Mobile Information …, 2015 - Wiley Online Library
Since mobile devices nowadays have become ubiquitous, several types of networks formed
over such devices have been proposed. One such approach is represented by opportunistic …

Scalable distributed two-layer data structures (SD2DS)

K Sapiecha, G Lukawski - International Journal of Distributed …, 2013 - igi-global.com
Scalability and fault tolerance are important features of modern applications designed for the
distributed, loosely-coupled computer systems. In the paper, two-layer scalable structures for …

Traffic analyses and measurements: technological dependability

R Goleva, D Atamian, S Mirtchev… - … Management of Mobile …, 2015 - igi-global.com
Resource management schemes in current data centers, including cloud environments, are
not well equipped to handle the dynamic variation in traffic caused by the large diversity of …

A dependability layer for large-scale distributed systems

V Cristea, C Dobre, F Pop, C Stratan… - … Journal of Grid …, 2011 - inderscienceonline.com
Ensuring dependability in large-scale distributed systems represents an important research
subject today. Despite the fact that many projects obtained valuable results in this domain …

Testing-effort dependent software reliability model for distributed systems

O Shatnawi - International Journal of Distributed Systems and …, 2013 - igi-global.com
Distributed systems are being developed in the context of the client-server architecture.
Client-server architectures dominate the landscape of computer-based systems. Client …