Container-Based Support for Autonomic Data Stream Processing Through the Fog
نویسندگان
چکیده
We present a container-based architecture for supporting autonomic data stream processing application on Fog computing infrastructures. Our architecture runs applications as Docker containers, and it exploits Docker’s native features to dynamically scale up/down the resources of a Fog node assigned to the applications running on it. Preliminary results demonstrate that Docker containers are appropriate for building migratable autonomic solutions in the Fog.
منابع مشابه
A Mobile and Fog-based Computing Method to Execute Smart Device Applications in a Secure Environment
With the rapid growth of smart device and Internet of things applications, the volume of communication and data in networks have increased. Due to the network lag and massive demands, centralized and traditional cloud computing architecture are not accountable to the high users' demands and not proper for execution of delay-sensitive and real time applications. To resolve these challenges, we p...
متن کاملDevelopment of a Model for Predicting Heart Attack Based on Fog Computing
Introduction: Various studies have demonstrated the benefits of using distributed fog computing for the Internet of Things (IoT). Fog computing has brought cloud computing capabilities such as computing, storage, and processing closer to IoT nodes. The new model of fog and edge computing, compared to cloud computing, provides less latency for data processing by bringing resources closer to user...
متن کاملDevelopment of a Model for Predicting Heart Attack Based on Fog Computing
Introduction: Various studies have demonstrated the benefits of using distributed fog computing for the Internet of Things (IoT). Fog computing has brought cloud computing capabilities such as computing, storage, and processing closer to IoT nodes. The new model of fog and edge computing, compared to cloud computing, provides less latency for data processing by bringing resources closer to user...
متن کاملآثار ارزیابی شناختی و سرکوبگری هیجانی بر واکنشهای عصبی خودکار بر اساس حساسیت پردازش حسی
Objectives The aim of this study was to evaluate the effect of emotion regulation strategies of cognitive appraisal and emotional suppression on autonomic nervous reactions based on high and low sensory processing sensitivity among students. Methods For this purpose, 500 students of Bu Ali Sina University of Hamadan were selected through a stratified sampling approach. Based on final score dis...
متن کاملDesign and Evaluation of an Autonomous Load Balancing System for Mobile Data Stream Processing Based On a Data Centric Publish Subscribe Approach
Several new applications of mobile computing environments, such as Intelligent Transportation Systems, Fleet Management and Logistics, and integrated Industrial Process Automation share the requirement of remote monitoring and high performance processing of huge data streams produced by large sets of mobile nodes. Two key requirements for the deployment and operation of such mobile infrastructu...
متن کامل