10,012 research outputs found
Designing Traceability into Big Data Systems
Providing an appropriate level of accessibility and traceability to data or
process elements (so-called Items) in large volumes of data, often
Cloud-resident, is an essential requirement in the Big Data era.
Enterprise-wide data systems need to be designed from the outset to support
usage of such Items across the spectrum of business use rather than from any
specific application view. The design philosophy advocated in this paper is to
drive the design process using a so-called description-driven approach which
enriches models with meta-data and description and focuses the design process
on Item re-use, thereby promoting traceability. Details are given of the
description-driven design of big data systems at CERN, in health informatics
and in business process management. Evidence is presented that the approach
leads to design simplicity and consequent ease of management thanks to loose
typing and the adoption of a unified approach to Item management and usage.Comment: 10 pages; 6 figures in Proceedings of the 5th Annual International
Conference on ICT: Big Data, Cloud and Security (ICT-BDCS 2015), Singapore
July 2015. arXiv admin note: text overlap with arXiv:1402.5764,
arXiv:1402.575
Designer: a tool to design and model workflows
This work presents the methodological and technical issues for the Designer tool in the OBJECTFLOW Workflow Management System. This tool provides to the user the possibility to model and design workflow diagrams from Business Process of a corporation. This project is the result of an industry-university cooperation.Postprint (published version
A Taxonomy of Workflow Management Systems for Grid Computing
With the advent of Grid and application technologies, scientists and
engineers are building more and more complex applications to manage and process
large data sets, and execute scientific experiments on distributed resources.
Such application scenarios require means for composing and executing complex
workflows. Therefore, many efforts have been made towards the development of
workflow management systems for Grid computing. In this paper, we propose a
taxonomy that characterizes and classifies various approaches for building and
executing workflows on Grids. We also survey several representative Grid
workflow systems developed by various projects world-wide to demonstrate the
comprehensiveness of the taxonomy. The taxonomy not only highlights the design
and engineering similarities and differences of state-of-the-art in Grid
workflow systems, but also identifies the areas that need further research.Comment: 29 pages, 15 figure
Cloudbus Toolkit for Market-Oriented Cloud Computing
This keynote paper: (1) presents the 21st century vision of computing and
identifies various IT paradigms promising to deliver computing as a utility;
(2) defines the architecture for creating market-oriented Clouds and computing
atmosphere by leveraging technologies such as virtual machines; (3) provides
thoughts on market-based resource management strategies that encompass both
customer-driven service management and computational risk management to sustain
SLA-oriented resource allocation; (4) presents the work carried out as part of
our new Cloud Computing initiative, called Cloudbus: (i) Aneka, a Platform as a
Service software system containing SDK (Software Development Kit) for
construction of Cloud applications and deployment on private or public Clouds,
in addition to supporting market-oriented resource management; (ii)
internetworking of Clouds for dynamic creation of federated computing
environments for scaling of elastic applications; (iii) creation of 3rd party
Cloud brokering services for building content delivery networks and e-Science
applications and their deployment on capabilities of IaaS providers such as
Amazon along with Grid mashups; (iv) CloudSim supporting modelling and
simulation of Clouds for performance studies; (v) Energy Efficient Resource
Allocation Mechanisms and Techniques for creation and management of Green
Clouds; and (vi) pathways for future research.Comment: 21 pages, 6 figures, 2 tables, Conference pape
An Innovative Workspace for The Cherenkov Telescope Array
The Cherenkov Telescope Array (CTA) is an initiative to build the next
generation, ground-based gamma-ray observatories. We present a prototype
workspace developed at INAF that aims at providing innovative solutions for the
CTA community. The workspace leverages open source technologies providing web
access to a set of tools widely used by the CTA community. Two different user
interaction models, connected to an authentication and authorization
infrastructure, have been implemented in this workspace. The first one is a
workflow management system accessed via a science gateway (based on the Liferay
platform) and the second one is an interactive virtual desktop environment. The
integrated workflow system allows to run applications used in astronomy and
physics researches into distributed computing infrastructures (ranging from
clusters to grids and clouds). The interactive desktop environment allows to
use many software packages without any installation on local desktops
exploiting their native graphical user interfaces. The science gateway and the
interactive desktop environment are connected to the authentication and
authorization infrastructure composed by a Shibboleth identity provider and a
Grouper authorization solution. The Grouper released attributes are consumed by
the science gateway to authorize the access to specific web resources and the
role management mechanism in Liferay provides the attribute-role mapping
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Team to Market (T2M): Creating High Performance Teams in the Digital Age
1. Teams are the essential means of product or service delivery and the fundamental building blocks of modern organisations. An effective team can produce results far outperforming a collection of even the most talented individuals when team members coalesce and jell into a single, well-functioning, fully-aligned organism. This report advances the notion of âTeam to Marketâ (T2M) to help business leaders and knowledge workers understand, create and lead high performance teams in the digital age
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