Tag: use case

Feed: Planet MySQL; Author: Andrew Grimo; There are numerous ways to filter your replication stream in MySQL.  So many, that the documentation team has created guided “walk-through” pages for considering the various complex DB Filtering and subsequent Table Filtering paths folks have used for the “global” filtering options.  But now there are “channel specific” options that can be implemented at startup with enhanced channel specific filtering configurations or dynamically using the new CHANGE  REPLICATION FILTER statements now available in MySQL 8.0. Many MySQL use-cases out there involve replication.  Many of those replication setup involve the use of replication filtering patterns too.  They ... Read More

Feed: Tractica. Author: Mark Beccue. In a previous post, Tractica outlined how AI-powered user interfaces (UIs), including voice, gesture, and biometrics, will fuel the growth of smart home use cases over the next few years. According to our estimates, smart home devices leveraging AI-powered UIs will grow from 43.7 million devices in 2017 to more than 860 million devices in 2022. Tractica believes the most important smart home use cases for AI-powered UIs over the next few years will be security, entertainment, sleep, and kitchen. Climate control and lighting will be less important for AI-driven UIs. Security Security is the ... Read More

Feed: AWS Architecture Blog. In the era of the cloud, hosting a static website is cheaper, faster and simpler than traditional on premise hosting, where you always have to maintain a running server.  Basically, no static website is truly static. I can promise you will find at least a “contact us” page in most static websites, which, by their very nature, are dynamically generated. And all businesses need a “contact us” page to help customers connect with business owners for services, inquiries or feedback. In its simplest form, a “contact us” page should collect a user’s basic information (name, e-mail ... Read More

Feed: Microsoft Azure Blog. Author: David Houlding. Excitement around the potential of blockchain in healthcare has reached all-time highs and is accelerating. There is a hunger building across the industry for real use cases with real healthcare organizations transacting on blockchain, and proof points, case studies, or success stories that outline business values sought, results achieved, what worked well, and what needs improvement. Only through such hands-on experience can we validate the true potential of blockchain in healthcare, refine its application, improve any deficiencies identified, build trust, and scale it both in terms of the networks of healthcare organizations participating ... Read More

Feed: Google Cloud Big Data and Machine Learning Blog. Author: Google Cloud Big Data and Machine Learning Blog Team. Innovation in data processing and machine learning technology Putting a Groovy twist on Cloud Vision Monday, June 18, 2018 By Guillaume LaForge, Cloud Developer Advocate and Apache Groovy PMC Chair Powerful machine learning APIs are at your fingertips if you’re developing with Google Cloud Platform, as client libraries are available for various programming languages. Today, we’re investigating the Cloud Vision API and its Java SDK, using the Apache Groovy programming language—a multi-faceted language for the Java platform that aims to improve ... Read More

Feed: Neo4j Graph Database Platform. Author: Mark Needham. Welcome to this week in Neo4j where we round up what’s been happening in the world of graph databases in the last 7 days. This week we have a tutorial of the Neo4j ETL Tool, a React.js application that uses the new temporal and geospatial data types, a new release of the JDBC Driver, and more! Have a really awesome Neo4j story or use case you want to share with the world? Sign up for our Neo4j Speaker and/or Neo4j Blogger program! Learn More This week’s featured community member is David Meza, ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Rohan Kotwani. KernelML has many potential use cases, but it is not always the the best tool to use. The goal of this experiment is to find potential use cases where kernelml provides some benefit over existing packages, such as Keras or PyTorch, for building neural networks. One use case that seems to have potential is auto-encoding. An autoencoder can be used to contruct latent variables from data. We can define the latent layer to be a non-linear system and make the partial derivative of the output, with respect to the ... Read More

Feed: Blue Medora. Author: Maowee Lee. This article originally appeared on TheNewStack IT performance monitoring is undergoing a major transformation thanks to advances in artificial intelligence and real-time analytics. Many IT monitoring platforms promise new capabilities that will move them beyond monitoring to observability. But before we get too far, let’s first define the goal of observability. Systems engineer and author Cindy Sridharan offers one of the clearest definitions to date in an essay on Medium. She describes how observability, a superset of monitoring, combines alerting/visualization, distributed systems tracing infrastructure and log aggregation/analytics to provide better visibility into IT systems health. In order ... Read More

Feed: Planet MySQL; Author: The Pythian Group; In one of the projects I have been working on, one requirement was the ability to stop traffic from reaching a MySQL host which has been lagging behind its master for longer than a specific amount of time and then bring it back online once the lag has gone away. Of course, this is all automated and no human intervention is required. In this scenario, we are using HAProxy as the load balancer, and I will walk you through how to configure an agent so we can use HAProxy httpchk to flag the ... Read More

Feed: R-bloggers. Author: eoda GmbH. R, Julia, Python – todays data scientists have the choice between numerous different programming languages, each with their own strengths and weaknesses. Would it not be convenient to bring those languages together and use the individual strength of each language? The package “reticulate” for R takes a step in this direction. The reticulate package creates a Python connection for R which enables the user to combine both languages for an optimal result. This tutorial referring to the Python engine for R Markdown implemented by reticulate, we will illustrate the basic idea, functionality and usefulness of ... Read More