Lambda Architecture Principles
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August 17, 2014
"Lambda Architecture" (introduced by Nathan Marz) has gained a lot of traction recently. Fundamentally, it is a set of design pat...
Showing posts with label Distributed system. Show all posts
Showing posts with label Distributed system. Show all posts
Sunday, August 17, 2014
Sunday, September 27, 2009
Reinforcement Learning
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September 27, 2009
Reinforcement Learning (RL) is a type of Machine Learning other than "supervised learning" (having a teaching phase that shows the...
Friday, May 8, 2009
Machine Learning: Linear Model
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May 08, 2009
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...
Tuesday, May 5, 2009
Machine Learning: Nearest Neighbor
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May 05, 2009
This is the simplest technique for instance based learning. Basically, find a previous seen data that is "closest" to the query da...
Monday, May 4, 2009
Machine Learning: Probabilistic Model
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May 04, 2009
Probabilistic model is a very popular approach of “model-based learning” based on Bayesian theory. Under this approach, all input attribute...
Saturday, May 2, 2009
Machine Learning Intuition
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May 02, 2009
As more and more user data are gathered on different web sites (such as e-commerce, social network), data mining / machine learning techniqu...
Monday, October 27, 2008
Consistent Multi-Master DB Replication
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October 27, 2008
As explain in my CouchDB implementation notes , the current replication mechanism doesn't provide consistency guarantees. This means if...
Tuesday, August 12, 2008
Distributed Storage
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August 12, 2008
Here we explore the consistency aspect of a distributed storage model. The motivation of using a distributed storage is for scalability, fa...
