Task Allocation Among Connected Devices: Requirements, Approaches, and Challenges
نویسندگان
چکیده
Task allocation (TA) is essential when deploying application tasks to systems of connected devices with dissimilar and time-varying characteristics. The challenge an efficient TA assign the best devices, according context task requirements. main purpose this article study different connotations concept xmlns:xlink="http://www.w3.org/1999/xlink">efficiency , key factors that most impact on it, so relevant design guidelines can be defined. This first analyzes domains where has important role, which brings classification: 1) Internet Things (IoT); 2) sensor actuator networks (SANs); 3) multirobot (MRSs); 4) mobile crowdsensing (MCS); 5) unmanned aerial vehicles (UAV). then demonstrates actually affects choices state-of-the-art solutions. It results resource management significantly driven algorithms in all domains, especially IoT SAN. fulfillment coverage requirements for definition solutions MCS UAV. Quality Information are mostly included strategies, similar appropriate incentives. also discusses issues need addressed by future research activities, i.e., allowing interoperability platforms implementation functionalities; introducing trust evaluation algorithms; list performed objects; designing strategies network service providers have a role functionalities’ provisioning.
منابع مشابه
Design requirements: Challenges and approaches
The visions are changing as well; for example, attractiveness and excitement factors bring user experience design and marketing to the forefront of competitive advantage that have rarely been considered in RE research. In the financial crisis, we have once again learned how important costs are but we still poorly understand the costing and the financial impacts of complex projects. Systems that...
متن کاملClinical decision supports for brain-dead kidney allocation: a review study of requirements, challenges, and solutions
Introduction: With the change in the epidemiology of diseases, chronic kidney disease has shown a significant increase worldwide. Kidney transplantation is the optimal treatment option to improve patient quality of life. The main challenge in benefiting from a brain-dead patient's kidney is the selection of a right recipient in limited time. The purpose of this study was to review the requireme...
متن کاملModern approaches to modeling user requirements on resource and task allocation in hierarchical computational grids
Tasks scheduling and resource allocation are among crucial issues in any large scale distributed system, including Computational Grids (CGs). These issues are commonly investigated using traditional computational models and resolution methods that yield near-optimal scheduling strategies. One drawback of such approaches is that they cannot effectively tackle the complex nature of CGs. On the on...
متن کاملClinical decision supports for brain-dead kidney allocation: a review study of requirements, challenges, and solutions
Introduction: With the change in the epidemiology of diseases, chronic kidney disease has shown a significant increase worldwide. Kidney transplantation is the optimal treatment option to improve patient quality of life. The main challenge in benefiting from a brain-dead patient's kidney is the selection of a right recipient in limited time. The purpose of this study was to review the requireme...
متن کاملTask Allocation in Mesh Connected Processors with Metaheuristic Algorithms
This paper focuses on applying three meta-heuristic local search algorithms to solve the problem of allocating two-dimensional tasks within a two-dimensional processor mesh in a period of time. The objective is to maximize the level of mesh utilization. To achieve this goal we adapted three algorithms: Tabu Search, Simulated Annealing and Random Search, as well as created a helper algorithm Dum...
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: IEEE Internet of Things Journal
سال: 2022
ISSN: ['2372-2541', '2327-4662']
DOI: https://doi.org/10.1109/jiot.2021.3127314