A queuing theory model for fog computing

نویسندگان

چکیده

Abstract Under many scenarios where resources may be scarce or a good Quality of Service is requirement, appropriately sizing components and devices one the main challenges. New scenarios, such as IoT, mobile cloud computing, edge computing fog have emerged recently. The ability to design, model simulate those infrastructures critical dimension them correctly. Queuing theory models provide approach understanding how given architecture would behave for set parameters, thus helping detect possible bottlenecks performance issues in advance. This work presents fog-computing modelling framework based on queuing theory. proposed was used scenario allowing possibility adjusting system by means user-defined parameters. results show that tool designing optimal architectures regarding QoS requirements. It can also fine-tune designs improve parameters overall environment.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Development 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 کامل

Development 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 کامل

Task Scheduling in Fog Computing: A Survey

Recently, fog computing has been introducedto solve the challenges of cloud computing regarding Internet objects. One of the challenges in the field of fog computing is the scheduling of tasks requested by Internet objects. In this study, a review of articles related to task scheduling in fog computing has been done. At first, the research questions and goals will be introduced, an...

متن کامل

Security Challenges in Fog Computing in Healthcare

Background and Aim: The Fog Computing is a highly virtualized platform that provides storage, computing and networking services between the Cloud data centers and end devices. Fog computing fits the characteristics of real-time health monitoring systems. In such systems, a large amount of data is acquired from a multitude of bio and environmental sensors. On the other hand, its distribution and...

متن کامل

Fog Computing

T he Internet has witnessed two radical changes in the past decade: rapidly growing cloud computing and pervasive mobile devices. Motivated by these two trends, a plethora of research has been conducted to support mobile cloud computing, which bridges the cloud and mobile devices by leveraging both the powerful computing capability of the cloud and the mobility support of mobile devices. Much o...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: The Journal of Supercomputing

سال: 2022

ISSN: ['0920-8542', '1573-0484']

DOI: https://doi.org/10.1007/s11227-022-04328-3