The microservices architectural strategy empowers organizations to develop software comprised of small, independent services that communicate via well-defined Application Pro-gramming Interfaces (APIs). These services...
详细信息
ISBN:
(纸本)9798331540685
The microservices architectural strategy empowers organizations to develop software comprised of small, independent services that communicate via well-defined Application Pro-gramming Interfaces (APIs). These services, collectively forming a microservices architecture (MSA), boast high maintainability, loose coupling, and autonomous deployment capabilities. This architectural paradigm fosters scalability and facilitates the integration of agile requirements or new features. Each service is designed to address specific business functionalities. However managing the logic and execution sequence of multiple microservices within an MSA can be challenging. Orchestration and communication between these services require careful coor-dination. Determining the appropriate size and functionality of each microservice to meet business needs is also a complex task, despite the scalability and flexibility benefits it offers. Recognizing these challenges there are many industry orchestration engines for seamless microservices composition. These are robust and secure but while adhering to these engines is a big hurdles for organisations as the Complexity, scalability limitations, vendor lock-in, limited customization, and high costs are drawbacks of these orchestration engines. In this paper, we introduce a novel approach for dynamic microservices composition using the Probabilistic Markov Chain Engine (PMCE) framework. This innovative method leverages the power of Markov Chains to dynamically select and orchestrate microservices based on his-torical performance, reliability, and transition probabilities. By continuously adapting to real-time data, the PMCE framework enhances system efficiency, resilience, and responsiveness. Our approach significantly improves service composition in complex, distributed environments, ensuring optimal performance and seamless user experiences. Extensive simulations demonstrate the effectiveness of the PMCE framework in various scenarios, show-casin
Attention deficit/hyperactivity disorder (ADHD) is a neurodevelopmental disorder that affects children from childhood to adulthood. The symptoms of ADHD include attention deficit, impulsive behaviour, hyperactivity, a...
详细信息
Electrochemical energy based smart industrial automation uses electrochemical energy generated from chemical reactions to power and control industrial processes. This energy is generated through the use of electrolyte...
详细信息
Grapes are among the most extensively cultivated fruit crops globally, with over 10,000 varieties. They serve as a significant economic resource for many nations due to their diverse applications, including wine produ...
详细信息
Due to their adaptable deployment options and complementary communication features, Wireless Mesh Networks (WMNs) have experienced an exponential rise in popularity in recent years. WMNs, a crucial component of next-g...
详细信息
Methods for neural network learning that rely on backpropagation are commonly used in fields including intrusion detection, bioinformatics, homeland security, and medical diagnostics. These application sectors extract...
详细信息
As eloquently articulated by the esteemed sociologist and writer Chelsea Erieau, stress is a dynamic force, akin to an accelerator that exerts its influence, invariably driving individuals either forward or backward. ...
详细信息
In this paper, we present the clinical significance of various cardiac symptoms with the use of heart rate detection, ongoing monitoring and present emotions. The development of algorithms for remote photoplethysmogra...
详细信息
Retinal disease diagnosis is one of the crucial step for preventing vision loss, especially in conditions such as Diabetic Retinopathy(DR), Glaucoma, and Age-related Macular Degeneration(AMD). In this paper, we propos...
详细信息
Analyzing network packets to determine whether they are genuine or suspicious are called 'Intrusion Detection.' The significant difficulties associated with this space incorporates the tremendous volume of inf...
详细信息
暂无评论