How Collaboration on schedule is made easy with cloud computing?
Answers from top 5 papers
More filters
Papers (5) | Insight |
---|---|
Although such distributed collaboration requires a large volume of calculation capacity on the server in order to share an application among distributed PCs, conventional cloud computing environments composed of dedicated servers are not suited to flexibly deploying applications ad hoc. | |
14 Citations | The empirical assessment shows that it is not only an optimal solution to schedule the independent jobs on machines solely based on the execution time, throughput, and average resource utilization ratio; instead, the machine-level load balancing must also be considered to effectuate the usage of full capacity of computing power in a cloud system. |
15 Mar 2019 28 Citations | The experimental results show that the improved algorithm is an effective cloud computing task scheduling algorithm. |
06 Mar 2014 43 Citations | Workflow scheduling is the most important part of cloud computing, because based on the different criteria it decides cost, execution time and other performances. |
07 Dec 2010 32 Citations | The algorithm for scheduling resources under clouding computing environment is different from that under traditional distributed computing environment because of the high scalability and heterogeneity of computing resources in cloud computing environment. |
Related Questions
What are the most well-known methods for scheduling Virtual Machines in cloud computing?3 answersThe most well-known methods for scheduling Virtual Machines in cloud computing include First Come First Serve (FCFS), Short Job First (SJF), Round Robin, Priority algorithm, Modified Short Job First, Enhanced Round Robin, Genetic algorithm, enhanced shark smell optimization algorithm (ESSOA), and Brownian movement-centered gravitation search algorithm (BMGSA). These methods aim to optimize performance metrics such as makespan, turnaround time, number of Virtual Machines, and resource utilization. FCFS and SJF have been found to outperform other baseline algorithms in terms of processing time and space-shared simulations. The proposed ESSOA and BMGSA algorithms have also shown efficiency in terms of execution cost, degree of imbalance, make span, and resource utilization. Additionally, a new load distribution framework called TTS has been proposed to provide a better solution for scheduling algorithms, reducing energy consumption and time for task allocation.
What is the effective way of scheduling?5 answersAn effective way of scheduling is to use optimization techniques and algorithms to maximize resource utilization and minimize wastage. This can be achieved by considering the nature of the workload and adapting to the given environment. For example, a deep Q-learning-based implementation has been used to schedule tasks and maximize CPU and memory utilization. In the context of call centers, a two-stage optimization model can be employed to obtain an optimal solution that minimizes task changes for staff. In the case of cluster scheduling, optimizations are important for higher server utilization, lower latency, improved load balancing, and fault tolerance. For single machine scheduling, metaheuristic algorithms like the Lion Optimization Algorithm can be used to minimize the Total Absolute Deviation of Compilation Times. In grid computing environments, a duplication-based scheduling algorithm called Effective Scheduling based on Task Duplication (ESTD) can be used to minimize make span and effectively utilize resources.
How can cloud computing be used to enhance communication and collaboration?5 answersCloud computing can be used to enhance communication and collaboration by providing access to storage data through collaboration data proxy systems. These systems reference metadata tables on peer nodes to determine the availability of data chunks, allowing for efficient downloading of data from multiple nodes. In the construction industry, cloud computing can help overcome the challenges of achieving collaboration, coordination, and communication among stakeholders, leading to more efficient project delivery. Additionally, the use of cloud computing and social media can streamline workflow processes in enterprise settings, optimizing monitoring, reporting, and control aspects and increasing productivity across all levels of the organization. In the academic field, cloud computing technologies combined with web tools and services enable specialized and distinctive technology services and applications, facilitating global academic collaboration and helping students manage workloads. Furthermore, cloud-based computing networks can be used to monitor and manage network traffic, allowing for network policy updates based on reported network events, enhancing network traffic management.
What are the best practices for scheduling tasks in a cloud manufacturing environment?5 answersThe best practices for scheduling tasks in a cloud manufacturing environment involve the use of deep reinforcement learning algorithms such as Deep Q-network (DQN). These algorithms effectively address the multi-task scheduling problem and outperform traditional approaches like genetic algorithms (GA) and ant colony optimization algorithms (ACO). Additionally, optimizing the utilization of cloud resources without increasing execution time and cost is crucial. An optimized workflow scheduling approach can improve resource utilization and ensure efficient task scheduling for scientific workflows on virtual machines (VMs). Furthermore, the scheduling of tasks in cloud computing should aim to maximize resource utilization, minimize time loss, and achieve high throughput and low response time. Various algorithms, including heuristic, meta-heuristic, and hybrid approaches, have been proposed to achieve these objectives.
What features does Microsoft outlook offer for scheduling meetings?3 answersMicrosoft Outlook offers several features for scheduling meetings. One feature is the ability to schedule a project review meeting based on monitoring of required documents. The tool monitors the documents and schedules the meeting when the criteria for the documents are met. Another feature is the automatic clustering of users for a meeting based on their locations. Users indicate their desire to attend a meeting and their locations, and the system performs geographic clustering to determine the meeting location and time. A meeting confirmation is then generated for the users. Additionally, Outlook allows for the arrangement of meetings by selecting possible meeting participants, times, and venues. Preferences and availability of participants are taken into account to automatically select a subset of participants and send them an invitation. Overall, these features in Microsoft Outlook streamline the process of scheduling meetings and enhance collaboration among participants.
What is task scheduling in fog computing?8 answers