Scalability and adaptability are among the key objectives of Grid job scheduling. In this paper, a novel multi-agent reinforcement learning method, called ordinal sharing learning (OSL) method, is proposed for
Therefore, the current efforts in the grid computing research focus on the design of new effective grid schedulers, that can simultaneously optimize the key grid objectives, such as makespan, flowtime, resource and cumulative energy utilization [11]. Energy efficient scheduling in CGs becomes a ...
First, section 2 (background) justifies the need to design new EAs in the aforementioned master course to deal with all the learning objectives aimed at the Grid computing course [26]. This section also describes the need of creating a new cloud-based tool as a learning resource for ...
Moab® Wide Area Grid is a powerful grid-workload management solution that provides unified scheduling, intelligent policy management, integrated resource management, data staging, distributed computing, and consolidated monitoring and management across multiple clusters. Wide Area Grid connects disparate cl...
Grid computing is one of the most active hot spots in the research of distributed processing. In this paper, objectives, architecture, and key technologies, involved in Grid computing, are surveyed and summarized. Problems and challenges in the course of the research are discussed. And then, per...
The Grid Computing environments in government focus on providing coordinated access to massive amounts of data held across various agencies in a government. This provides faster access to solve critical problems, such as emergency situations, and other normal activities. These key environments provide ...
Key focus areas to consider include: Decentralizing for resilience and efficiency: The shift from a traditional, centralized grid to a more distributed model is already underway, driven by the proliferation of distributed energy resources in many regions. These resources, including ro...
Who are the key players in Smart Grid Network Market? ABB Ltd, Cisco Systems Inc., Eaton Corporation PLC, General Electric Company and Itron Inc are the major companies operating in the Smart Grid Network Market. Which is the fastest growing region in Smart Grid Network Market? Asia Pacific...
In this section, the development of key technologies in the context of the IoT domain is presented and EC is compared with fog computing and cloud computing. Section 4 reviews IoT-enabled SG. The integration of EC with IoT-enabled SG is discussed in Section 5, in which the framework for ...
Hierarchical control systems are required to accomplish a few key objectives such as voltage, frequency, current and power control in the microgrid and to provide sustainable power to the loads. Besides, multilevel control systems are used for advanced purposes such as power sharing between the dif...