Time to design a product!! Monolithic vs Microservices? Monolithic vs microservices architecture battle has been going for a while; the scalability, robustness and efficiency of the product is determined by the architecture leveraged. Monolithic architecture basically represents a single unified unit and is usually one code base whereas microservices are small, autonomous, and self-contained services,… Continue reading Event-driven Architecture – Microservices
Many organizations struggle with disparate or non-centralized data sources, outdated data platforms, and a lack of access to data insights. To help organizations harness the power of their data, Microsoft offers the Azure DPi30 Engagement to help customers understand the value Azure provides in the form of a Modern Data Platform delivered through a consultative… Continue reading Azure DPi30 – Create a Modern Data Platform in 30 Days
What is Performance Engineering? Performance Engineering is end-to-end optimization by providing constant monitoring and testing, unlike Performance Testing which traditionally occurs as a part of quality assurance after the software development process is over. The main goal is to provide better performance to user by discovering potential issues as early design stage and avoid cost… Continue reading Introduction to Performance Engineering
When we want to copy huge amounts of objects (for example, thousands of tables) or load data from variety of sources, the appropriate approach is to input the name list of the objects with required copy behaviors in a control table, and then use parameterized pipelines to read the same from the control table and… Continue reading How to create a metadata-driven Azure Data Factory Pipeline
Postman is an API platform for building and using APIs. Postman simplifies each step of the API lifecycle and streamlines collaboration to create better APIs—faster. Some of Postman’s advantages include the collection feature and the possibility to create different testing environments. Postman is a user-friendly tool that helps us optimize our time when executing tests.… Continue reading How to Use Postman for API Testing Automation
MLOps is a set of integrated processes to simplify and automate ML lifecycle management. The processes include data prep, versioning, registration, pipeline orchestration, training, validation, serving, deployment, monitoring and re-training of ML models Many enterprises have tested ML, deployed models in production but are facing challenges in managing the models. MLOps eases model management process and… Continue reading MLOps Implementation – Six Aspects you Need to Consider
Maintaining security is indispensable and treating it as an afterthought only decelerates organizations’ progress. And for businesses to enforce security at every step, they must consider DevSecOps. DevSecOps is an approach for implementing prevention and protection measures for applications and infrastructure from security risks and vulnerabilities. This ensures that the applications are less exposed to… Continue reading DevSecOps – Enabling Cloud Security and Automation
What is Internet of Things (IoT)? The Internet of Things is made up of three major parts: devices, communications, and computing. Devices are physical objects that are linked to the Internet. The second component is communication, which is carried out via Wi-Fi, satellites, and cellular services and is critical to the overall system’s operation. The… Continue reading IoT Testing – Challenges, Framework, Types and Tools
What is Data Migration? Migration Testing is a verification process of migration of the legacy system to the new system with minimal disruption/downtime. Ensure the data integrity, no loss of data, all the functional and non-functional aspects of the application are met post-migration. Why Data Migration? Below are the 3 main reasons where we go… Continue reading Data Migration Testing – Strategy, Types and Best Practices
The 21st Century Cures Act of December 2016 was a turning point in the development of RWE (Real World Evidence) in the United States. Prior to the Act, FDA’s primary use of RWE was in the post-approval safety surveillance of products that were already in the market The Act added section 505F to the Federal… Continue reading Enhancing Patient Care with Real-World Evidence