Blogging Tips: Architecture Design

Showing posts with label Architecture Design. Show all posts

Lambda Architecture Principles

"Lambda Architecture" (introduced by Nathan Marz) has gained a lot of traction recently. Fundamentally, it is a set of design pat...

If you are lucky enough to keep the engineers who are knowledgeable about the current system around, then conducting a formal "Architec...

Reinforcement Learning (RL) is a type of Machine Learning other than "supervised learning" (having a teaching phase that shows the...

Linear Model is a family of model-based learning approaches that assume the output y can be expressed as a linear algebraic relation with th...

This is the simplest technique for instance based learning. Basically, find a previous seen data that is "closest" to the query da...

Probabilistic model is a very popular approach of �model-based learning� based on Bayesian theory. Under this approach, all input attribute...

As more and more user data are gathered on different web sites (such as e-commerce, social network), data mining / machine learning techniqu...

Ignore in some case consultants do this purposefully to keep their contract, in general no one intentionally create unmaintainable code. Ho...

One important criteria for judging the value of any serious software product is how maintainable it is over its life cycle. It is important...

The first step to support Legacy System is to understand the code. One approach is to read through all the lines of code. Quite often, thi...

As mentioned in my earlier blog , the software engineering skills we've learned assumes a green-field project where we starts on a clean...

One of a frequently encountered question in enterprise software development is where does the hand off happen from the architect (who design...

The Open Source Phenomenon has changed drastically the skills set requirement for our software development professionals today. Traditionall...

There are a couple of tools that analyze existing code base to extract its design or external behavior. For example, Agitar can analyze your...

Most Unit testing frameworks assumes a synchronous call model that the calling thread will block until the called method returns. So a typic...