The Ethics of AI: Addressing Bias, Privacy, and Accountability
Artificial intelligence (AI) has become an integral part of modern life, from the algorithms that curate our social media feeds to the systems that make
Glossary of terms
Application refactoring is the process of restructuring and reorganizing an existing software application’s code base without modifying its external behavior. It aims to improve the internal structure, design, and maintainability of the code while preserving its functionality. Here’s a more detailed explanation:
Application refactoring is a disciplined technique for restructuring existing code, altering its internal structure without changing its external behavior. It involves applying a series of small, behavior-preserving transformations to the code to improve its design, readability, and maintainability.
1. Code Restructuring: Refactoring involves reorganizing the code’s structure by extracting components, removing duplications, and improving code organization and modularity.
2. Design Improvement: Refactoring aims to enhance the software’s design by applying design patterns, principles, and best practices, making the code more extensible, flexible, and easier to understand.
3. Technical Debt Reduction: Refactoring helps address technical debt by cleaning up code smells, such as long methods, large classes, tight coupling, and code duplication, which can accumulate over time and make the codebase harder to maintain and extend.
4. Behavior Preservation: Refactoring focuses on preserving the existing functionality of the software. It does not introduce new features or change the external behavior of the application.
5. Continuous Process: Refactoring is an ongoing process that should be integrated into the software development lifecycle. It is often performed in small incremental steps to minimize the risk of introducing new bugs or breaking existing functionality.
Scope of Application Refactoring:
Application refactoring can be applied to various types of software applications, ranging from monolithic systems to microservices architectures. It is particularly useful in the following scenarios:
1. Legacy System Modernization: Refactoring can help modernize and revitalize legacy systems by improving their code quality, making them more maintainable, and better aligned with current design principles and best practices.
2. Code Base Evolution: As software applications evolve over time, their codebase can become complex and harder to maintain. Refactoring helps to keep the code base clean, organized, and easier to extend and modify.
3. Technical Debt Management: Refactoring is a effective way to manage and pay down technical debt, which can accumulate due to tight deadlines, lack of knowledge, or suboptimal design decisions.
4. Preparation for New Features: Before introducing new features or major changes to an application, refactoring can help to improve the code’s structure and design, making it easier to implement the new functionality.
5. Code Quality Improvement: Refactoring can enhance code quality by improving readability, maintainability, and testability, making the codebase more robust and easier to work with.
Application refactoring is a valuable practice that helps maintain a healthy and sustainable codebase, ensuring that software applications remain flexible, extensible, and easier to understand and modify over time.
Artificial intelligence (AI) has become an integral part of modern life, from the algorithms that curate our social media feeds to the systems that make
In today’s fast-paced digital world, cloud automation has rapidly evolved from a cutting-edge innovation to an essential component of modern business operations. As companies increasingly
Businesses need reliable and efficient management of information flows to operate. Data collection, storage, and management require a well-developed infrastructure with workstations, database servers, storage nodes and networks, engineering networks, and data transmission networks. Building such an infrastructure requires serious start-up investments and ongoing maintenance costs. Using cloud network technology eliminates most of these problems. So what is cloud technology?