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Scaling Analytics at AmplitudeLaying the foundation with pre-aggregation and lambda architecture. Update: In May 2016 we updated our analytics architecture to NOVA. Read the article here.Three weeks ago, we announced that we are giving away a compelling list of analytics features for free for up to 10 million events per month. That’s an order of magnitude more data than any comparable service, and
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The Lambda architecture: principles for architecting realtime Big Data systems query = function(all data) I’ve started reading “Big Data - Principles and best practices of scalable realtime data systems” by Nathan Marz and James Warren. Throughout 2012 Manning have been releasing chapters as part of their early access program, and at the time of writing six chapters have been made available for do
Database Software Development Videos and Tutorials - MySQL, Oracle, SQL Server, NoSQL, MongoDB, PostgreSQL In order to meet the challenges of Big Data, you must rethink data systems from the ground up. You will discover that some of the most basic ways people manage data in traditional systems like the relational database management system (RDBMS) is too complex for Big Data systems. The simpler,
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