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Build automation tools are software tools that automate the process of compiling, testing, and deploying software applications. These tools help developers streamline the building of software from source code, ensuring that the process is repeatable, consistent, and efficient. Build automation typically includes compiling code, running unit tests, generating reports, packaging software, and deploying it to different environments. By automating these steps, build automation tools reduce human errors, improve efficiency, and support continuous integration and continuous delivery (CI/CD) practices.

Code review tools are software tools designed to examine and analyze source code for errors, bugs, and vulnerabilities. They provide developers with detailed feedback on their code, highlighting areas that need improvement or optimization. These tools use a variety of techniques such as static analysis, unit testing, and peer review to ensure the quality and functionality of the code. In addition to identifying coding issues, they also help improve code security by detecting potential vulnerabilities or weaknesses in the code. Code review tools are an essential part of the development process for any software project.

Load testing tools are used to test and verify the quality and performance of an application under workload in order to get rid of problems.

MQTT brokers are message brokers that allow clients to communicate with each other in a publish/subscribe model. They are designed for machine-to-machine communication and can be used in many scenarios such as home automation, healthcare, and industrial control systems. MQTT brokers are typically lightweight and efficient, using minimal resources in order to facilitate real-time messaging.

Distributed databases store data across multiple physical locations, often across different servers or even geographical regions, allowing for high availability and scalability. Unlike traditional databases, distributed databases divide data and workloads among nodes in a network, providing faster access and load balancing. They are designed to be resilient, with redundancy and data replication ensuring that data remains accessible even if some nodes fail. Distributed databases are essential for applications that require quick access to large volumes of data across multiple locations, such as global eCommerce, finance, and social media. By decentralizing data storage, they support high-performance, fault-tolerant operations that scale with an organization’s needs.

Time series databases (TSDB) are databases designed to store time series and time-stamped data as pairs of times and values. Time series databases are useful for easily managing and analyzing time series.

Data management software systems are software platforms that help organize, store and analyze information. They provide a secure platform for data sharing and analysis with features such as reporting, automation, visualizations, and collaboration. Data management software can be customized to fit the needs of any organization by providing numerous user options to easily access or modify data. These systems enable organizations to keep track of their data more efficiently while reducing the risk of data loss or breaches for improved business security.

NoSQL database software provides the tools to store, capture and retrieve of big data through the use of non tabular databases.