Machine Learning models are being deployed as parts of real-world systems with the
upsurge of interest in artificial intelligence. The design, implementation, and maintenance of …

In this paper, we propose a logic-based characterization of uncertainty in architectures of
parametric component-based systems, where the parameter is the number of instances of …

Service-Oriented Architecture (SOA) is basically a collection of individual services and these
services interact with hence. Each interaction is loosely coupled and self-contained, so that …

Microservices are a popular contemporary method to build scalable distributed systems (eg
websites). It is hard to predict executable operations reliability of the future system due to the …

Software architecture models describe the technical structure, constraints, and
characteristics of software components and the interfaces between them. Service-Oriented …

Abstract Machine learning is enjoying rapid growth both as a thriving academic discipline
and as a technology that has the potential to transform many aspects of our everyday lives …

LXML is a hierarchical data format inheriting XML features like extensibility, human
readability, and schema awareness. Unlike XML, it uses level numbers in-stead of user …

As for SOA software, architecture based reliability prediction analysis at the early stage of
software development can provide useful information to help developers in improving the …

In software system, there are different quality attributes like reliability, flexibility, reusability
and maintainability. Among these quality attributes, reliability is one of the important …

The design of complex systems is usually addressed by component-based methods that lie
in constructing and coordinating multiple components of the same or different type …