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Don't miss all that the Internet has to say on Scalability, click below and become eventually consistent with all scalability knowledge (which means this post has many more items to read so please keep on reading)... With more than 3 million members, Dollar Shave Club will do over 0 million in revenue this year.

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Achieving maximum software efficiency through native code generation can bring superior scaling and performance to any database.

And making code generation a first-class citizen of the database, from the beginning, enables a rich set of speed improvements that provide benefits throughout the software architecture and end-user experience. The upside: they are tiny and can work in wet environments.

If you decide to build a code generation system you need to clearly understand the costs and benefits, which we detail in this article. Think of running calculations in your bloodstream or in cells, like a programmable firewall, to monitor and alert on targeted health metrics and then trigger a localized response.

If you are willing to go all the way in the name of performance, we also detail an approach to save you time leveraging existing compiler tools and frameworks such as LLVM in a proven and robust way. Don't miss all that the Internet has to say on Scalability, click below and become eventually consistent with all scalability knowledge (which means this post has many more items to read so please keep on reading)... Or if you are writing science fiction perhaps the ocean could become one giant computer?

Prior devices for control of chemical reaction networks and DNA doctor applications have been limited to finite-state control, and analog DNA circuits will allow much more sophisticated analog signal processing and control.

DNA robotics have allowed devices to operate autonomously (e.g., to walk on a nanostructure) but also have been limited to finite-state control.

Analog DNA circuits can allow molecular robots to include real-time analog control circuits to provide much more sophisticated control than offered by purely digital control.

Many artificial intelligence systems (e.g., neural networks and probabilistic inference) that dynamically learn from environments require analog computation, and analog DNA circuits can be used for back-propagation computation of neural networks and Bayesian probabilistic inference systems. In this article, I’d like to tell you a story of implementing the anti-spam system for Mail.

Ru Group’s email service and share our experience of using the Tarantool database within this project: what tasks Tarantool serves, what limitations and integration issues we faced, what pitfalls we fell into and how we finally arrived to a revelation. We started introducing anti-spam for the email service roughly ten years ago.

Our first filtering solution was Kaspersky Anti-Spam together with RBL (a realtime list of IP addresses that have something to do with spam mailouts).

This allowed us to decrease the flow of spam messages, but due to the system’s inertia, we couldn’t suppress spam mailouts quickly enough (i.e. The other requirement that wasn’t met was speed: users should have received verified email messages with a minimal delay, but the integrated solution was not fast enough to catch up with the spammers.