Tag: Database
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MongoDB performance issues – fact or fiction
Posted on November 14, 2017, Level beginner Resource Length medium
Ken W. Alger blog post aiming at clearing up the conversations about MongoDB performance. Often information against MongoDB is based on outdated data and older versions of MongoDB.
Tags nosql database
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MongoDB architecture explained
Posted on November 2, 2017, Level beginner Resource Length long
Older post from The IBM BP Network about MongoDB. In the blog authors explored the fundamental concepts and assumptions that underlay the architecture of MongoDB.
Tags database nosql software
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MySQL 8.0 performance and ReadWrite workloads scalability
Posted on October 30, 2017, Level advanced Resource Length long
Dimitri Kravtchuk (MySQL Performance Architect, Oracle) - published blog post on new MySQL 8.0 performance. He writes about how their Read-Only scalability was a big pain, as Read-Only (RO) workloads were often slower than Read-Write (sounds very odd: "add Writes to your Reads to go faster", but this was our reality ;-)) -- and things were largely improved since MySQL 5.7 where we broke 1M queries per second (QPS) barrier and reached 1.6M QPS for the first time. However, improving Writes or mixed Read+Writes (RW) workloads is a much more complex story.
Tags mysql database software
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Tuning Your DBMS Automatically with Machine Learning
Posted on June 24, 2017, Level intermediate Resource Length medium
Dana Van Aken, Geoff Gordon, and Andy Pavlo from Carnegie Mellon University guest blog post on AWS demonstrates how academic researchers can leverage AWS Cloud Credits for Research Program to support their scientific breakthroughs.
Tags machine-learning data-science database
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Working with JSON in MySQL
Posted on January 26, 2017, Level beginner Resource Length long
Noman Ur Rehman article gives you insights how to use and query JSON data in your MYSQL databases.
Tags database
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Building a Data Science Portfolio: Machine Learning Project Part 1
Posted on January 23, 2017, Level beginner Resource Length long
Vik Paruchuri - Dataquest's founder has put together a fantastic resource on building a data science portfolio.
Tags database machine-learning data-science
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Pushing Database Scalability Up And Out With GPUs
Posted on January 22, 2017, Level intermediate Resource Length long
Timothy Prickett Morgan great article about getting max juice from your database for machine learning using graphics processing unit (GPU).
Tags database machine-learning