A Review on Software Architecture Optimization Methods

Due to the remarkable mechanical request for programming frameworks, the expansion of the uncertainty, the quality requirements and quality of testing, the programming engineering configuration has been transformed into essential progression movement and the examination site is developing rapidly. In the recent decades, programming engineering involves improved technologies, which means to organize a scan for design outline for an arrangement of value attributes, have multiplied. In any case, the results shown are divided into different research groups, many framework areas and different quality features. Coming about the inclusion of current research, we have played a well-structured writing survey and have broken the result of various check-sheets of different research groups. Considering this study, a scientific classification has been done which is used for current research. Apart from this, the effective investigation of the examination writing given in this audit is expected to help in exploration and merging the current research endeavors and inferring an examination plan for future advancements

Fault Tolerance and the Five-Second Rule

We propose a new approach to fault tolerance that we call bounded-time recovery (BTR). BTR is intended for systems that need strong timeliness guarantees during normal operation but can tolerate short outages in an emergency, e.g., when they are under attack. We argue that BTR could be a good fit for many cyber-physical systems. We also sketch a technical approach to providing BTR, and we discuss some challenges that still remain

Middleware for Resource-Aware Deployment and Configuration of Fault-Tolerant Real-time Systems

Abstract—Developing large-scale distributed real-time and embedded (DRE) systems is hard in part due to complex deployment and configuration issues involved in satisfying multiple quality for service (QoS) properties, such as real-timeliness and fault tolerance. This paper makes three contributions to the study of deployment and configuration middleware for DRE systems that satisfy multiple QoS properties. First, it describes a novel task allocation algorithm for passively replicated DRE systems to meet their real-time and fault-tolerance QoS properties while consuming significantly less resources. Second, it presents the design of a strategizable allocation engine that enables application developers to evaluate different allocation algorithms. Third, it presents the design of a middlewareagnostic configuration framework that uses allocation decisions to deploy application components/replicas and configure the underlying middleware automatically on the chosen nodes. These contributions are realized in the DeCoRAM (Deployment and Configuration Reasoning and Analysis via Modeling) middleware. Empirical results on a distributed testbed demonstrate DeCoRAM’s ability to handle multiple failures and provide efficient and predictable real-time performance. Keywords-passive replication; replica allocation; resource minimization; real-time. I