Failure Detection and Prediction

Cloud computing is a novel technology in the field of distributed computing. Usage of Cloud computing is increasing rapidly day by day. In order to serve the customers and businesses satisfactorily, fault occurring in datacentres and servers must be detected and predicted efficiently in order to launch mechanisms to tolerate the failures occurred. Failure in one of the hosted datacentres may propagate to other datacentres and make the situation worse. In order to prevent such situations, one can predict a failure proliferating throughout the cloud computing system and launch mechanisms to deal with it proactively. One of the ways to predict failures is to train a machine to predict failure on the basis of messages or logs passed between various components of the cloud. In the training session, the machine can identify certain message patterns relating to failure of data centres. Later on, the machine can be used to check whether a certain group of message logs follow such patterns or not. Moreover, each cloud server can be defined by a state which indicates whether the cloud is running properly or is facing some failure. Parameters such as CPU usage, memory usage etc. can be maintained for each of the servers. Using this parameters, we can add a layer of detection wherein we develop a decision tree based on these parameters which can classify whether the passed in parameters to the decision tree indicate failure state or proper state.

    Related Conference of Failure Detection and Prediction

    September 18-19, 2019

    8th International Conference on Biostatistics & Bioinformatics

    San Francisco, USA
    September 25-26, 2019

    6th International Conference and Expo on Computer Graphics & Animation

    | Toronto | Ontario | Canada
    October 23-24, 2019

    11th Euro Biosensors & Bioelectronics Congress

    Rome, Italy
    October 24-25, 2019

    6th World Machine Learning and Deep Learning Congress

    Helsinki, Finland
    October 25-26, 2019

    12th International Conference & Exhibition on Biosensors & Bioelectronics

    | Vancouver | British Columbia | Canada
    December 2-3, 2019

    Global Animation and Multimedia Conference

    Manila, Philippines
    February 24-25, 2020

    10th World Congress on Biosensors and Bioelectronics

    Zurich, Switzerland
    May 11-12, 2020

    Industrial Engineering 2020

    Frankfurt, Germany

    Failure Detection and Prediction Conference Speakers

    Recommended Sessions

    Related Journals

    Are you interested in