Abstract-- In cloud computing, a core and challenging issue is job scheduling. The job execution time in cloud environment is impossible to predict. Hence the scheduler must be dynamic. The execution of each job needs efficient and proper utilization of cloud resources so that the optimum performances of the cloud system may be achieved. In this paper we have analysed the various parallel job scheduling algorithms like Conservative Migration supported BackFilling (CMBF), Aggressive Migration supporting BackFilling (AMBF) and Improved Modified Backfill Algorithm (IMBA) to achieve QOS. The important issue to attain a high node utilization by maintaining the level of responsiveness of parallel jobs. Many of the existing parallel scheduling …show more content…
Various virtualized platform that helps user to accomplish their jobs with minimum response time and minimum completion time that are provided by cloud computing environment. There are three types of services in the cloud, they are Infrastructure as a Service (Iaas), Platform as a Service (Paas), Software as a service (SaaS). The characteristics of cloud computing are resources polling, elasticity, on demand services, broad network access and middleware capabilities from provider of delivering Iaas and Paas in the form of datacenter, above services provide by deployment models such as Public cloud, Private cloud, community cloud and hybrid cloud that are used by the cloud provider. Job Scheduling has the main goal to achieve a high performances computing and best system throughput. The important issues in scheduling are Priority of job because some jobs should be serviced earlier than other those jobs cannot wait for a long time in the system. Priority of jobs must be considered by a suitable job scheduling algorithm. To address this problem some of the priority of jobs scheduling algorithm must be considered. The role of Virtual Machine’s (VMs) is an important issue because, through virtualization technology, it makes the infrastructure of cloud computing to be scalable. Therefore the important issue is to develop on optimal scheduling of virtual machine. To improve the quality of services and maintaining the efficiency and fairness among the jobs the scheduler
It is the growing acceptance of innovative technologies that 's seen “cloud computing” becomes the biggest buzzword from department of IT (Information Technology). Cloud computing research signifies essentially the most important to effective tendencies in the progress, in addition to supervision of tasks and enhancing protection from it in the business environment. Cloud computing is giving organizations a chance to access the actual calculating means that could be offered and obtained at anytime from anywhere. Mainly because tasks have become far more virtual throughout dynamics in addition to it we have a clear boost throughout the resource needs. Cloud computing is the most effective remedy intended for tasks progress today. Challenge and program management is frequently more and tougher. Organizations need to locate effective methods and keep pace with the alterations, in order to raise efficiency, effectiveness, and also economics of undertaking management of project. In a trial to gain the competitive edge, companies are increasingly looking regarding new and innovative solutions to cut down expenses while maximizing worth, especially in these kinds of uncertain global financial conditions. This paper focuses on the concepts of Cloud Computing, analysis of Cloud Computing deployment models, Cloud Computing service models and the Future direction in Cloud Computing.
| Cloud computing is considered to be a new computing paradigm where applications, data and Information Technology services are provided over the internet. A very important factor is cloud computing research is task management which plays a key role in ensuring an efficient system. Task scheduling problems are premier considerations which relate to the efficiency
Cloud computing is a new paradigm in the computer virtualization. It has transformed the technology and business and its use is growing rapidly. Unlike traditional system, where services are hosted at physical location, cloud computing offers a virtualized shared machine in a web based environment. Cloud computing has three types of service models and four
The Important of Cloud Computing is increasing and it is receiving a growing attention in Scientific & Industrial Communities. Cloud computing is one of the top 10 most important technologies and has a greater possibility in successive years by companies and organizations. Cloud computing implement everywhere, favourable, on demand network access to a shared pool of configurable computing resources (e.g. networks, servers, storage, applications and servers) that can be immediately supply and released with minimal management effort.
Abstract-The excessive demand of pay per usage Cloud Computing model, considerably raise the need to balance the load in datacenter. Load balancing guarantees the availability of services without degrading the performance to users. Downtime observed by users is a big issue which leads to violation of quality of services (QoS) and requirements for users in time. Solution to this problem lies in improvement of response time.
Cloud computing comes up with designers and IT arrangements. capability to concentrate on factors such as providence, attainment and sufficiency planning. Due to increase in complications and costs of management, IT organizations found different models of cloud computing which respond to different needs of various users. National institute of standards and technology (2011) has described that cloud computing has three service models known as software as service(SAAS), Platform as a service (PAAS) and Infrastructure as a service(IAAS).cloud computing provides
Cloud computing provides computing architecture, which is dynamic in nature and can evaluate performance behavior as well as other infrastructure challenges. This paper focuses on workload balancing workload balancing of cloud instances and also tells about the tools that evaluate performances. It tells that their proposed mechanism schedules the starting and shutting down of the VM instances automatically and allows the cloud instances to finish the assigned jobs within the deadline and within the price range. [4]
Abstract – Cloud computing is a type of computing that relies on sharing a pool of physical and/or virtual resources (e.g., networks, servers, storage, applications and services), rather than deploying local or personal hardware and software. This technology is mainly service oriented and focuses on cost reduction, hardware reduction and pay just for service concept. Virtualization in cloud computing is making a virtual image of the storage devices servers or network resources so that they can be used on multiple machines at the same time.
Cloud computing is adequate and extensible and has diverse of nodes with distributed computing resources in distinctive locations. So maintaining the stability and processing various tasks in the cloud computing environment is a complicated problem to make it equal. Since there will be discrete tasks reporting into the cloud we cannot anticipate those processing tasks and the capacities of each node in the cloud alters.
“In recent 10 years, Internet has been developing very quickly. The cost of storage, the power consumed by computer and hardware is increasing. The storage space in data center can’t meet our needs and the system and service of original internet can’t solve above questions, so we need new solutions. At the same time, large enterprises have to study data source fully to support its business. The collection and analysis must be built on a new platform. Why we need Cloud Computing? It is to utilize the vacant resources of computer, increase the economic efficiency through improving utilization rate, and decrease the equipment energy consumption. Cloud Computing does not depend on special data center, but we can look it as the inevitable product of grid computing and efficiency computing. However, compared with general network service, Cloud Computing is easy to extend, and has a simple management style. Cloud is not only simply collecting the computer resource, but also provides a management mechanism and can provide services for millions of users simultaneously” [1].
The model of cloud computing has increased in modern years and has become a very important feature in day-to-day computing. Cloud computing simply means virtually extracting resources from service provider through internet. It means that the user has minimum hardware configuration and still by using remote services the user can compute extreme tasks which require maximum amount of computing. Cloud services provide user variety of perks such as data storage, computing power(memory), and networking.
Abstract-- In internet era, cloud computing is one of a biggest technology in human hand. Cloud computing helps to overcome the problems of data loss, accessing data whenever needed and data security. Cloud computing mainly service oriented and it concentrate on reducing cost, hardware and pay just for service concept. In addition to share the data one of the important technology in the cloud computing is virtualization. Mainly it is used to maintain the collection IT resources which are used by the cloud providers. The main goal of the virtualization is providing ability to run the multiple operating systems on a single machine buy sharing all the resources that belong to the hard ware. In this paper our main aim is to provide the basic knowledge about the virtualization technology in cloud computing and how it acts in the cloud computing environment.
Cloud computing is efficient and scalable but maintaining the stability of processing so many jobs in the cloud computing environment is a very complex problem with load
In today 's world, associations are moving from the universe of IT Infrastructure into distributed computing which is also known as cloud computing. Cloud computing is presently quick turning into the most noteworthy field in the IT world because of its progressive model of computing as a utility. It permits the decision makers to turn their consideration on the business as opposed to their IT Infrastructure. There is no organization that has not considered moving to cloud computing in light of its versatility, responsiveness, and deftness.
With the increasing number of users of cloud, the load/ traffic also increases and it becomes important to have some techniques to balance the load equally among all the nodes, so that the user doesn’t suffer and the services are delivered effectively and efficiently. Therefore the need for Load Balancing algorithms arises. There are a number of techniques available for load balancing. In this paper, different kinds of load balancing algorithms in cloud computing along with the challenges and the qualitative metrics for the various load balancing algorithms are presented.