Intelligent Task Offloading in Fog Computing Based Vehicular Networks
نویسندگان
چکیده
Connected vehicles in vehicular networks will lead to a smart and autonomous transportation system. These have large number of applications that require wireless connectivity by using cellular vehicle-to-everything (C-V2X). The infrastructure C-V2X comprises multiple roadside units (RSUs) provide direct with the on-road vehicles. Vehicular traffic are mainly categorized into three major groups such as emergency response traffic, management infotainment traffic. Vehicles limited processing capabilities unable process all tasks simultaneously. To these offloaded short time, fog servers placed near RSUs. However, it is sometimes not possible for computing server tasks. In this work, utility function RSU designed. addition, knapsack-based task scheduling algorithm proposed optimally results show scheme helps nodes scrutinize high-priority execution resulting more than 98% beingprocessed nodes.
منابع مشابه
Learning-Based Task Offloading for Vehicular Cloud Computing Systems
Vehicular cloud computing (VCC) is proposed to effectively utilize and share the computing and storage resources on vehicles. However, due to the mobility of vehicles, the network topology, the wireless channel states and the available computing resources vary rapidly and are difficult to predict. In this work, we develop a learning-based task offloading framework using the multi-armed bandit (...
متن کاملTask 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 کاملSecurity 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 کاملDistributed Task Offloading in Heterogeneous Vehicular Crowd Sensing
The ability of road vehicles to efficiently execute different sensing tasks varies because of the heterogeneity in their sensing ability and trajectories. Therefore, the data collection sensing task, which requires tempo-spatial sensing data, becomes a serious problem in vehicular sensing systems, particularly those with limited sensing capabilities. A utility-based sensing task decomposition a...
متن کاملIntelligent and Predictive Vehicular Networks
Seeking shortest travel times through smart algorithms may not only optimize the travel times but also reduce carbon emissions, such as CO2, CO and Hydro-Carbons. It can also result in reduced driver frustrations and can increase passenger expectations of consistent travel times, which in turn points to benefits in overall planning of day schedules. Fuel consumption savings are another benefit ...
متن کاملذخیره 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: Applied sciences
سال: 2022
ISSN: ['2076-3417']
DOI: https://doi.org/10.3390/app12094521