Cloud Computing and Spatial Cyberinfrastructure

نویسندگان

  • Marlon E. Pierce
  • Geoffrey C. Fox
  • Yu Ma
  • Jun Wang
چکیده

In this perspectives paper, we review the current state of Cyberinfrastructure and illustrate opportunities that we see if Cloud Computing strategies are adopted. In summary, Cloud Computing provides elastically provisioned computing, software, and service infrastructure, typically implemented on a foundation of virtual machine and virtual data storage technologies. This elasticity allows users to outsource their computing infrastructure, growing or shrinking it as necessary. Commercial investments in Cloud infrastructure make it likely that these systems will dominate large-scale computing hardware and software in the next decade. Furthermore, open source Cloud software makes it possible for universities and research laboratories to investigate and build open-architecture clouds for scientific computing and other uses. Given these general advantages, we consider the applicability of the approach to scientific computing generally and Spatial Cyberinfrastructure specifically through two case studies (flood modeling and radar image processing). We map these projects’ requirements to both infrastructure and runtime capabilities typically provided by Clouds. Based on these case studies, we discuss gaps and research opportunities in Cloud Computing from the geospatial point of view. Our preliminary conclusion from this review is that Spatial Cyberinfrastructure’s requirements are a good match for many common capabilities of Clouds, warranting a larger scale investigation and research by the community.

برای دانلود رایگان 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

Parallel Applications And Tools For Cloud Computing Environments

The main research focus of SALSA project is two-fold. First, we investigate new programming models of parallel multicore computing and Cloud/Grid computing. It aimed at developing and applying parallel and distributed Cyberinfrastructure to support large scale data analysis. Second, we develop user-friendly and integrated Cloud computing environments and tools to provide our parallel algorithms...

متن کامل

A Literature Review on Cloud Computing Security Issues

The use of Cloud Computing has increasedrapidly in many organization .Cloud Computing provides many benefits in terms of low cost and accessibility of data. In addition Cloud Computing was predicted to transform the computing world from using local applications and storage into centralized services provided by organization.[10] Ensuring the security of Cloud Computing is major factor in the Clo...

متن کامل

A Literature Review on Cloud Computing Security Issues

The use of Cloud Computing has increasedrapidly in many organization .Cloud Computing provides many benefits in terms of low cost and accessibility of data. In addition Cloud Computing was predicted to transform the computing world from using local applications and storage into centralized services provided by organization.[10] Ensuring the security of Cloud Computing is major factor in the Clo...

متن کامل

A Distributed Cloud-based Cyberinfrastructure Framework for Integrated Bridge Monitoring

This paper describes a cloud-based cyberinfrastructure framework for the management of the diverse data involved in bridge monitoring. Bridge monitoring involves various hardware systems, software tools and laborious activities that include, for examples, a structural health monitoring (SHM), sensor network, engineering analysis programs and visual inspection. Very often, these monitoring syste...

متن کامل

Top Benefits and Hindrances to Cloud Computing Adoption in Saudi Arabia: A Brief Study

Cloud computing is an emerging concept of information technology that in many countries has an influence on many companies. The research was conducted to evaluate cloud computing adoption in Saudi Arabia; Benefits and hindrances for small and medium-sized enterprises (SMEs). The qualitative research approach is performed by interviews with the management of a variety of SMEs active in the infor...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2010