DevOps originated in the context of the agile methodology context to enable the continuous deployment and delivery of software applications in small releases. Organizations are taking a significant interest in adopting DevOps for deploying IoT applications to multi-cloud. The interest is there; however, there is no sufficient information on how to adopt DevOps to address this challenge effectively. A new DevOps reference architecture (DRA) framework has been developed to address this challenge. The DRA enables the automation of the IoT application deployment to a multi-cloud environment.

  • Cloud Computing
  • Last Updated On: 
    Sat, 04/04/2020 - 05:17

    The dataset contains high-resolution microscopy images and confocal spectra of semiconducting single-wall carbon nanotubes. Carbon nanotubes allow down-scaling of electronic components to the nano-scale. There is initial evidence from Monte Carlo simulations that microscopy images with high digital resolution show energy information in the Bessel wave pattern that is visible in these images. In this dataset, images from Silicon and InGaAs cameras, as well as spectra, give valuable insights into the spectroscopic properties of these single-photon emitters.

  • Artificial Intelligence
  • Last Updated On: 
    Thu, 12/12/2019 - 13:43

    This dataset includes all letters from Turkish Alphabet in two parts. In the first part, the dataset was categorized by letters, and the second part dataset was categorized by fonts. Both parts of dataset includes the features mentioned below.

    • 72, 20 AND 8 POINT LETTERS

    The all characters in Turkish Alphabet are included (a, b, c, ç, d, e, f, g, ğ, h, ı, i, j, k, l, m, n, o, ö, p, r, s, ş, t, u, ü, v, y, z).

  • Artificial Intelligence
  • Last Updated On: 
    Thu, 10/10/2019 - 02:45

    The Dataset

    The Onera Satellite Change Detection dataset addresses the issue of detecting changes between satellite images from different dates.

  • Computer Vision
  • Last Updated On: 
    Sat, 03/21/2020 - 10:29

    The odometric model is simulated herein. We described the trajectory of such one odometric model, with the delta of the heading angle given as one parameter of the simulation. The iterations show that the trajectory is well in the continuity of the variations of the heading angle. Moreover the distance in X and in Y are shown for the vehicle to be driven in the trajectory of the odometric model.

  • Transportation
  • Last Updated On: 
    Fri, 02/14/2020 - 08:32

    This dataset provides digital images and videos of surface ice conditions were collected from two Alberta rivers - North Saskatchewan River and Peace River - in the 2016-2017 winter seasons.

    Images from North Saskatchewan River were collected using both Reconyx PC800 Hyperfire Professional game cameras mounted on two bridges in Edmonton as well as a Blade Chroma UAV equipped with a CGO3 4K camera at the Genesee boat launch.

    Data for the Peace River was collected using only the UAV at the Dunvegan Bridge boat launch and Shaftesbury Ferry crossing.

  • Geoscience and Remote Sensing
  • Last Updated On: 
    Tue, 11/12/2019 - 10:25

    The dataset has 150 three-second sampling motor current signals from each synthetically-prepared motors. There are five motors with respective fault condition - bearing axis deviation (F1), stator coil inter-turn short circuit (F2), rotor broken strip (F3), outer bearing ring damage (F4), and healthy (H). The motors are run under five coupling loads - 0, 25, 50, 75, and 100%. The sampling signals are collected and processed into frequency occurrence plots (FOPs). Each image has a label, for example F2_L50_130, where F2 is the fault condition, L50 is the coupling load condition.

  • Sensors
  • Last Updated On: 
    Fri, 05/24/2019 - 22:27

    The "Dynamic Scenes" Dataset is provided for testing visual loop closure detection algorithms in highly dynamic scenes. It has a strong background in some crucial applications such as autonomous driving systems.

  • Transportation
  • Last Updated On: 
    Tue, 11/12/2019 - 10:38

    This dataset is a companion to a paper, "Segmentation Convolutional Neural Networks for Automatic Crater Detection on Mars" by DeLatte et al. 2019. DOI link:


    These are the segmentation target files for the three targets described in the paper: solid filled, thicker edge, and thinner edge. 

  • Geoscience and Remote Sensing
  • Last Updated On: 
    Wed, 05/29/2019 - 22:49

    A sample of synthetic noise-free reference image created by combining multiple instances of structurally preserved cilia cross-sections. The author has removed the dataset, the interested users can contact the author via email: 

  • Medical Imaging
  • Last Updated On: 
    Fri, 06/28/2019 - 07:49