Execution of Scientific Workflows on Federated Multi-cloud Infrastructures

نویسندگان

  • Daniele Lezzi
  • Francesc Lordan
  • Roger Rafanell
  • Rosa M. Badia
چکیده

Recently cloud services have been evaluated by scientific communities as a viable solution to satisfy their computing needs, reducing the cost of ownership and operation to the minimum. The analysis on the adoption of the cloud computing model for eScience has identified several areas of improvement as federation management and interoperability between providers. Portability between cloud vendors is a widely recognized feature to avoid the risk of lock-in of users in proprietary systems, a stopper to the complete adoption of clouds. In this paper we present a programming framework that allows the coordination of applications on federated clouds used to provide flexibility to traditional research infrastructures as clusters and grids. This approach allows researchers to program applications abstracting the underlying infrastructure and providing scaling and elasticity features through the dynamic provision of virtualized resources. The adoption of standard interfaces is a basic feature in the development of connectors for different middlewares ensuring the portability of the code between different providers.

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

A Clustering Approach to Scientific Workflow Scheduling on the Cloud with Deadline and Cost Constraints

One of the main features of High Throughput Computing systems is the availability of high power processing resources. Cloud Computing systems can offer these features through concepts like Pay-Per-Use and Quality of Service (QoS) over the Internet. Many applications in Cloud computing are represented by workflows. Quality of Service is one of the most important challenges in the context of sche...

متن کامل

Demo: eQoSystem – Supporting Fluid Distributed Service-Oriented Workflows

Many distributed applications have emerged asWebmashups [1], as well as loosely-coupled decentralized services predominant in a business ecosystem [3]. Many of these applications are implemented as service-oriented workflows and operated over cloud infrastructures. As a result, these applications demand agile development processes and low-touch maintenance life-cycles. Furthermore, in the cloud...

متن کامل

Towards Serverless Execution of Scientific Workflows - HyperFlow Case Study

Scientific workflows consisting of a high number of dependent tasks represent an important class of complex scientific applications. Recently, a new type of serverless infrastructures has emerged, represented by such services as Google Cloud Functions or AWS Lambda. In this paper we take a look at such serverless infrastructures, which are designed mainly for processing background tasks of Web ...

متن کامل

A New Data Placement Approach for Scientific Workflows in Cloud Computing Environments

The reach of Cloud Computing technologies approved distributing with massive data applications such as Scientific Workflows, which processing huge scientific data in dispersed computing infrastructures. Among the characteristics of Cloud Computing, we mention the elasticity that allows workflows to dynamically stipulate necessary resources for tasks execution. The processing of massive data wit...

متن کامل

Multi-objective scheduling of Scientific Workflows in multisite clouds

Clouds appear as appropriate infrastructures for executing Scientific Workflows (SWfs). A cloud is typically made of several sites (or data centers), each with its own resources and data. Thus, it becomes important to be able to execute some SWfs at more than one cloud site because of the geographical distribution of data or available resources among different cloud sites. Therefore, a major pr...

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 2013