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How to setup NVIDIA DIGITS with QNAP NAS (Container Station) NVI DIA DIGITS The NVIDIA Deep Learning GPU Training System (DIGITS) puts the power of  deep learning  into the hands of engineers and data scientists. DIGITS can be used to rapidly train the highly accurate deep neural network (DNNs) for image classification, segmentation and object detection tasks. DIGITS simplifies common deep learning tasks such as managing data, designing and training neural networks on multi-GPU systems, monitoring performance in real time with advanced visualizations, and selecting the best performing model from the results browser for deployment. DIGITS is completely interactive so that data scientists can focus on designing and training networks rather than programming and debugging. QNAP Container Station QNAP Container Station exclusively integrates LXC and Docker ®  lightweight virtualization technologies, allowing you to operate multiple isolated Linux ® systems on a QNAP NAS as well

InfluxDB  is used as a data store for any use case involving large amounts of timestamped data: DevOps observability, IoT analytics & real-time analytics. Grafana : The leading open source software for time series analytics. already have some tutorial talking about setup influxDB and Grafana using docker  2017/04 Setting up InfluxDB and Grafana using Docker 2017/01  Linking InfluxDB and Grafana and today we are using QNAP NAS and their software tool Container Station to introduce How to setup influxDB and Grafana on QNAP NAS ? based on the tutorial (Chinese) https://github.com/qnap-dev/qnap-qiot-sdks/tree/master/projects/dae-modbus-influxDB-example

PostgreSQL is a powerful, open source object-relational database system. It has more than 15 years of active development and a proven architecture that has earned it a strong reputation for reliability, data integrity, and correctness. It runs on all major operating systems, including Linux, UNIX (AIX, BSD, HP-UX, SGI IRIX, Mac OS X, Solaris, Tru64), and Windows. It is fully ACID compliant, has full support for foreign keys, joins, views, triggers, and stored procedures (in multiple languages). It includes most SQL:2008 data types, including INTEGER, NUMERIC, BOOLEAN, CHAR, VARCHAR, DATE, INTERVAL, and TIMESTAMP. It also supports storage of binary large objects, including pictures, sounds, or video. It has native programming interfaces for C/C++, Java, .Net, Perl, Python, Ruby, Tcl, ODBC, among others, and exceptional documentation.

How to use MongoDB on QNAP NAS ? MongoDB  is a  cross-platform   document-oriented database  program.   Classified as a  NoSQL  database program, MongoDB uses  JSON -like documents with  schemata . MongoDB is developed by  MongoDB Inc. . in QTS, already have the MongoDB qpkg in the app center, in this article will introduce how to setup MongoDB by using Container Station