CDAC Scientific Cloud: On Demand Provisioning of Resources for Scientific Applications

نویسندگان

  • A. Payal Saluja
  • Rameez Ahmad
چکیده

Scientific applications have special requirements of availability of a massive computational power for performing large scale experiments and huge storage capacity to storage terabyte or petabyte range of outputs. Scientific Cloud provides scientists computational, storage and network resources with a inbuilt capability of utilizing the infrastructure. The scientific applications can be dynamically provisioned with the required cloud solutions that are tailored to the application needs. Centre for Development of Advanced Computing (CDAC) under Department of IT, is the pioneer in HPC in India with ~70TF compute power. The authors of this paper have discussed the need and benefits of scientific cloud. Authors have explained the model, architecture and components of CDAC scientific cloud. CDAC HPC resources can be provisioned on-demand to the scientific research community and released when they are not required. For Indian researchers and scientists, CDAC scientific cloud model will provide convenient access to reliable, high performance clusters and storage, without the need to purchase and maintain sophisticated hardware.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Migrating Scientific Workflow Management Systems from the Grid to the Cloud

Cloud computing is an emerging computing paradigm that can offer unprecedented scalability and resources on demand, and is gaining significant adoption in the science community. At the same time, scientific workflow management systems provide essential support and functionality to scientific computing, such as management of data and task dependencies, job scheduling and execution, provenance tr...

متن کامل

Enabling scalable scientific workflow management in the Cloud

Cloud computing is gaining tremendous momentum in both academia and industry. In this context, we define the term “Cloud Workflow” as the specification, execution and provenance tracking of large-scale scientific workflows, as well as the management of data and computing resources to support the execution of large-scale scientific workflows in the Cloud. In this paper, we first analyze the gap ...

متن کامل

Scalable Deployment of a LIGO Physics Application on Public Clouds: Workflow Engine and Resource Provisioning Techniques

Cloud computing has empowered users to provision virtually unlimited computational resources and are accessible over the Internet on demand. This makes Cloud computing a compelling technology that tackles the issues rising with the growing size and complexity of scientific applications, which are characterized by high variance in usage, large volume of data and high compute load, flash crowds, ...

متن کامل

Deadline-driven provisioning of resources for scientific applications in hybrid clouds with Aneka

Scientific applications require large computing power, traditionally exceeding the amount that is available within the premises of a single institution. Therefore, clouds can be used to provide extra resources whenever required. For this vision to be achieved, however, requires both policies defining when and how cloud resources are allocated to applications and a platform implementing not only...

متن کامل

SHEFT: An Elastic Workflow Scheduling Algorithm for Cloud Computing

Due to the complexity of scientific processes, compute and data intensive scientific workflows are often required to be executed in a distributed high-end computing environment, such as the Cloud. Most existing workflow scheduling algorithms only consider a computing environment in which the number of compute resources is bounded. Resources assigned to a workflow cannot be automatically determi...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2012