Interesting Stuff - Week 10

Mar 11, 2018 in ROUNDUP
data science distributed computing sql server sql server r services sql server machine learning services microsoft machine learning server azure sql database managed instance micro-services consensus protocol python anaconda open neural network exchange
3 min read

Throughout the week, I read a lot of blog-posts, articles, and so forth, that has to do with things that interest me:

This blog-post is the “roundup” of the things that have been most interesting to me, for the week just ending.

SQL Server

What is Azure SQL Database Managed Instance?. A blog-post by Jovan about a new Azure SQL Server offering: Managed Instance. Managed Instance is a new managed database service that represents a fully-managed SQL Server instance in the Azure cloud. It shares the same code with the latest version of SQL Server database engine and has the latest features, performance improvements, and security patches; for example SQLCLR is available - yay!

Event-Driven Microservices at O’Reilly Software Architecture Conference NY. A roundup from the O’Reilly Software Architecture Conference about micros-services. The topics are around how an event driven architecture can help when doing micro-services.
Impossibility of Distributed Consensus with One Faulty Process . A white paper covering some of the problems inherent in distributed asynchronous systems. A must read!
Settling payments fast and private: efficient decentralized routing for path-based transactions. Adrian from the morning paper dissects a white paper about Peer-to-peer path-based-transaction (PBT) networks. Very interesting!

Popular Python Data Science Platform Anaconda Now Shipping with Microsoft VS Code. An InfoQ article about how release 5.1 of Anaconda, the data science and machine learning platform, now includes Visual Studio Code as an IDE. This is part of a wider collaborative effort between Anaconda Inc. and Microsoft. This is big!
ONNX Models to be Runnable Natively on 100s of Millions of Windows Devices. An announcement how the next major update to Windows will include the ability to run Open Neural Network Exchange (ONNX) models natively with hardware acceleration.
Windows Machine Learning overview. Related to the link above is this link about Windows Machine Learning (Windows ML). Windows ML is a platform for local evaluation of trained machine learning models on Windows 10 devices.
Best of Data Science Weekly. A good friend of mine here in South Africa, Luis de Sousa, publishes a weekly data science newsletter of all the best data science related news and blog posts. If you are interested in data science, you really should go ahead and subscribe.
The Grim Conclusions of the Largest-Ever Study of Fake News. Not a data science article as such, however there is a lot of data science related material in the article. The article itself talks about fake news. Very interesting!

I am awesome (if I may say so myself)! Since the last week’s roundup I have manged to finish off two posts about SQL Server R Services:

Microsoft SQL Server R Services: sp_execute_external_script - I. First post in a couple, (maybe three), about sp_execute_external_script. In this post I look at some of the parameters of sp_execute_external_script.
Microsoft SQL Server R Services - sp_execute_external_script - II. Second post about sp_execute_external_script. Here I look at how parameters are handled in sp_execute_external_script.

That’s all for this week. I hope you enjoy what I did put together. If you have ideas for what to cover, please comment on this post or ping me.

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