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Databases & Data

The most popular blog posts about databases & data on Hacker News. 304 posts.

2016
32

Ways Data Projects Fail

Introduction Data science continues to generate excitement and yet real-world results can often disappoint business stakeholders. How can we mitigate risk and ensure results match expectations? Working as a technical data scientist at the interface between R&D and commercial operations has given me an insight into the…

39

Making SQL Server run on Linux

This post was authored by Scott Konersmann, Partner Engineering Manager, SQL Server, Slava Oks, Partner Group Engineering Manager, SQL Server, and Tobias Ternstrom, Principal Program Manager, SQL Server. Introduction We first announced SQL Server on Linux in March, and recently released the first public preview of SQL…

48

Jepsen: VoltDB 6.3

In the last Jepsen post, we found that RethinkDB could lose data when a network partition occurred during cluster reconfiguration. In this analysis, we’ll show that although VoltDB 6.3 claims strict serializability, internal optimizations and bugs lead to stale reads, dirty reads, and even lost updates; fixes are now…

52

Amazon Aurora Update – PostgreSQL Compatibility

Just two years ago (it seems like yesterday), I introduced you to Amazon Aurora in my post Amazon Aurora – New Cost-Effective MySQL-Compatible Database Engine for Amazon RDS. In that post I told you how the RDS team took a fresh, unconstrained look at the relational database model and explained how they built a…

54

Amazon S3 and Glacier Price Reductions

Back in 2006, we launched S3 with a revolutionary pay-as-you-go pricing model, with an initial price of 15 cents per GB per month. Over the intervening decade, we reduced the price per GB by 80%, launched S3 in every AWS Region, and enhanced the original one-size-fits-all model with user-driven features such as web…

56

Statistical Mistakes and How to Avoid Them

You can get CS papers published with shoddy statistics, but that doesn’t mean you should. Here are three easy ways to bungle the data analysis in your evaluation section: don’t even try to use statistics when you really ought to; misinterpret an inconclusive statistical test as concluding a negative; or run too many…

59

Unix’s file durability problem

You're probably reading this page because you've attempted to access some part of my blog (Wandering Thoughts) or CSpace , the wiki thing it's part of. Unfortunately you're using a browser version that my anti-crawler precautions consider suspicious, most often because it's too old (most often this applies to versions…