Technical Blog

Effort tracking tools have been known to be instrumental in helping project leads manage and ration resources to meet the deadlines timely and efficiently. However, there is often a gap in knowing versus implementing.

Productizing data science applications is complex and requires a huge level of expertise in domains from development to integration to run mode. The monolithic application paradigm is no longer valuable nor valid, and Guavus has the best level of skills to help its customers adopt and build reliable micro-services based architectures.

This article is a condensation of practices observed over a period of 2 years, that have increased the effectiveness of a software development team. The results have been higher customer satisfaction, increase in business and improvement in quality.

Distributed Machine Learning is a design strategy that caters to solve some of the upcoming challenges in the ever growing field of ML. As data is generated in abundance by Big Data lakes and streaming devices, we need to upgrade the way we do ML and modify it to use in a distributed manner. The challenges in doing so are both mathematical and engineering in nature. This blog tries to address both in details.

Result validation is a very crucial step as it ensures that our model gives good results not just on the training data but, more importantly, on the live or test data as well. This is why a significant amount of time is devoted to this process while building a machine-learning model.

Transparency is one of the three pillars of Empiricism in Scrum theory – the other two being Inspection and Adaptation. Let’s look at the reasons for why it remains critical to implementing the Agile methodology in any organization.

If you are building some REST APIs or a User Interface, the first challenge that arises is, how to  authenticate and authorize the users? For this purpose, Apache Knox, along with Apache Ranger, prove to be great enablers.

This article highlights how Internet Service Providers (ISPs) can reverse engineer the YouTube algorithm to improve the subscriber experience while on YouTube.

So, are we just coining terms these days? Apparently, TestOps is not just a term. It is the answer to the increased demand for quality and has been around for a couple of years now.

When it comes to troubleshooting a web service and logs don’t help, it is time to use Tcpdump.

Organizations across most industries are adopting Artificial Intelligence (AI) systems to solve complex business problems, design intelligent and self-sustaining solutions, and, essentially, stay competitive at all times.

5G is not just a terminology, but rather an ecosystem. An ecosystem that will thrive on essential architectural concepts namely SDN, NFV and MEC among others.

Achieving the Right Size of the Hadoop Cluster