MDEPT: Microservices Design Evaluator and Performance Tester

MDEPT: Microservices Design Evaluator and Performance Tester

연구 분야: Software Development

학회: European Conference on Software Architecture

In microservices-based systems, architects find it hard to reason about the impact of their design decisions on performance before implementing them. While definitions of anti-patterns help to avoid inadequate design decisions, they are context-dependent. Static analysis of software design can identify constructs that conform to anti-patterns. However, this is not suitable for quantifying the extent to which these anti-patterns would affect system performance. Ideally, we should be able to predict the dynamic behavior of a system before it is implemented. However, existing approaches either cannot achieve this because they analyze the design statically or require complex and laborious modeling and simulation approaches. To address this challenge, we previously introduced a conceptual solution idea that facilitates rapid evaluation of high-level architectural models by combining both static and dynamic analysis. In this paper, we build upon our previous work and introduce the Microservices Design Evaluator and Performance Tester (MDEPT) approach. Mainly, we formalize modeling specifications for microservices systems, introduce a fully functional toolchain for our approach, and present the evaluation results.