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One of the things I like, working as a consultant, is working on different challenges, find parallels between the various solutions, and learn a lot along the way. I worked for customers among the most prominent e-commerce, travel, and food industries in The Netherlands. In this talk, I want to share the top 10 lessons learned from doing search projects at these customers for the past ten years. W
Recent developments in deep learning make it possible to improve time series databases. I will show how these methods work and how to implement them using Apache Mahout. Systems such as the Open Time Series Database (Open TSDB) make good use of the ability of HBase and related databases to store columns sparsely. This allows a single row to store many time samples and allows raw scans to retrieve
Building Spanner Better clocks → stronger semantics Alex Lloyd Senior Staff Software Engineer How to build a planet-scale serializable database Build clocks with bounded absolute error, and integrate them with timestamp assignment: • Ensure timestamp total order respects transaction partial order • Offer efficient serializable queries over everything Spanner • Descendant of Bigtable, successor to
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