As service-oriented computing systems become more buoyant and complex, the occurrence
of faults dramatically increases. Fault prediction plays a crucial role in the service-oriented …

Due to the increasing scale and complexity of service‐oriented systems (SOSs)
understanding fault and its recovery mechanism is a tedious task so there is a strong …

In the conventional techniques, it requires prior knowledge of faults or a special structure,
which may not be realistic in practice while detecting the software faults. To deal with this …

Purpose Software fault prediction is an important concept that can be applied at an early
stage of the software life cycle. Effective prediction of faults may improve the reliability and …

Fault management is an important function that impacts the design of any digital system,
from the simple kiosk in a shop to a complex 6G network. It is common to classify fault …

Abstract Fault prediction in Service Oriented Architecture (SOA) based systems is one of the
important tasks to minimize the computation cost and time of the software system …

Service-oriented computing attracted the attention of researchers nowadays. Hence, the
quality of service-oriented systems became crucial. A web service is the main building …

Diagnosing faults in a service-oriented architecture (SOA) is a difficult task due to limited
accessibility of software services. Probabilistic approaches of diagnostic faults may be …

Internet of things (IoT) is a system where devices, sensors, and equipment are connected to
a network and can communicate data for tracking, analysis, and action processes. Even …

Abstract Service composition, interoperability, loose coupling and distributed nature make
service-oriented computing (SOC) enhanced for small-scale to large and complex software …