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Temporal QOS Management in Scientific Cloud Workflow systems

引用

丛书名： Elsevier insights

2012年

作者： Xiao Liu Yun Yang Jinjun Chen

ISBN: (数字)9780123972958

ISBN: (纸本)9780123970107

Cloud computing can provide virtually unlimited scalable high performance computing resources. Cloud workflows often underlie many large scale data/computation intensive e-science applications such as earthquake modelling, weather forecasting and astrophysics. During application modelling, these sophisticated processes are redesigned as cloud workflows, and at runtime, the models are executed by employing the supercomputing and data sharing ability of the underlying cloud computing infrastructures. Temporal QOS Management in Scientific Cloud Workflow systems focuses on real world scientific applications which often must be completed by satisfying a set of temporal constraints such as milestones and deadlines. Meanwhile, activity duration, as a measurement of system performance, often needs to be monitored and controlled. This book demonstrates how to guarantee on-time completion of most, if not all, workflow applications. Offering a comprehensive framework to support the lifecycle of time-constrained workflow applications, this book will enhance the overall performance and usability of scientific cloud workflow systems.

关键词： Computer Science and Technology

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Identifying OS kernel objects for run-time security analysis

Identifying OS kernel objects for run-time security analysis

引用

6th International Conference on Network and System Security, NSS 2012

作者： Ibrahim, Amani S. Hamlyn-Harris, James Grundy, John Almorsy, Mohamed Centre for Computing and Engineering Software Systems Faculty of ICT Swinburne University of Technology Melbourne VIC Australia

ISBN: (纸本)9783642346002

As dynamic kernel runtime objects are a significant source of security and reliability problems in Operating systems (OSes), having a complete and accurate understanding of kernel dynamic data layout in memory becomes crucial. In this paper, we address the problem of systemically uncovering all OS dynamic kernel runtime objects, without any prior knowledge of the OS kernel data layout in memory. We present a new hybrid approach to uncover kernel runtime objects with nearly complete coverage, high accuracy and robust results against generic pointer exploits. We have implemented a prototype of our approach and conducted an evaluation of its efficiency and effectiveness. To demonstrate our approach's potential, we have also developed three different proof-of-concept OS security tools using it. © 2012 Springer-Verlag.

关键词： Reliability analysis

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Causal factors behind the failed firecontrol project: A large-scale system-of-systems

Causal factors behind the failed firecontrol project: A larg...

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2012 7th International Conference on System of systems engineering, SoSE 2012

作者： Ncube, Cornelius Software Systems Research Centre School of Design Engineering and Computing Bournemouth University Poole Dorset BH12 5BB United Kingdom

ISBN: (纸本)9781467329750

FiReControl was a large-scale system-of-systems that commenced in 2004 and was expected to be complete by October 2009. In 2007, the Department for Communities and Local Government (the Department) contracted a prime Supplier to design, develop and install the complex computer system underpinning the project. However, the project was subject to a number of problems and delays and costs escalated over its lifetime. In December 2010 the Department cancelled the project after concluding that it could not be delivered to an acceptable timeframe and quality. At the point cancellation, the Department estimated it had spent £245 million on the project and calculated that completion would take the total cost of the project to £860 million, more than five times the original estimate of £120 million. © 2012 IEEE.

关键词： Large scale systems

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TOSSMA: A Tenant-Oriented SaaS Security Management Architecture

TOSSMA: A Tenant-Oriented SaaS Security Management Architect...

引用

IEEE International Conference on Cloud computing, CLOUD

作者： Mohamed Almorsy John Grundy Amani S. Ibrahim Centre for Computing & Engineering Software Systems Swinburne University of Technology Melbourne Australia

ISBN: (纸本)9781467328920

Multi-tenancy helps service providers to save costs, improve resource utilization, and reduce service customization and maintenance time by sharing of resources and services. On the other hand, supporting multi-tenancy adds more complexity to the shared application's required capabilities. Security is a key requirement that must be addressed when engineering new SaaS applications or when re-engineering existing applications to support multi-tenancy. Traditional security (re)engineering approaches do not fit with the multi-tenancy application model where tenants and their security requirements emerge after the system was first developed. Enabling, runtime, adaptable and tenant-oriented application security customization on single service instance is a key challenging security goal in multi-tenant application engineering. In this paper we introduce TOSSMA, a Tenant-Oriented SaaS Security Management Architecture. TOSSMA allows service providers to enable their tenants in defining, customizing and enforcing their security requirements without having to go back to application developers for maintenance or security customizations. TOSSMA supports security management for both new and existing systems. Service providers are not required to write security integration code to use a specific security platform or mechanism. In this paper, we describe details of our approach and architecture, our prototype implementation of TOSSMA, give a usage example of securing a multi-tenant SaaS, and discuss our evaluation experiments of TOSSMA.

关键词： Authentication Runtime Authorization Service oriented architecture Databases Computer architecture

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Supporting Virtualization-Aware Security Solutions Using a Systematic Approach to Overcome the Semantic Gap

Supporting Virtualization-Aware Security Solutions Using a S...

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IEEE International Conference on Cloud computing, CLOUD

作者： Amani S. Ibrahim James Hamlyn-Harris John Grundy Mohamed Almorsy Centre for Computing and Engineering Software Systems Swinburne University of Technology Melbourne Australia

ISBN: (纸本)9781467328920

A prerequisite to implementing virtualization-aware security solutions is to solve the "semantic gap" problem. Current approaches require a deep knowledge of the kernel data to manually solve the semantic gap. However, kernel data is very complex; an Operating System (OS) kernel contains thousands of data structures that have direct and indirect (pointer) relations between each other with no explicit integrity constraints. This complexity makes it impractical to use manual methods. In this paper, we present a new solution to systematically and efficiently solve the semantic gap for any OS, without any prior knowledge of the OS. We present: (i) KDD, a tool that systematically builds a precise kernel data definition for any C-based OS such as Windows and Linux. KDD generates this definition by performing points-to analysis on the kernel's source code to disambiguate the pointer relations. (ii) SVA, a security appliance that solves the semantic gap based on the generated definition, to systematically and externally map the virtual machines' physical memory and extract the runtime dynamic objects. We have implemented prototypes for KDD and SVA, and have performed different experiments to prove their effectiveness.

关键词： Kernel Security Semantics Data structures Context Runtime Algorithm design and analysis

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Towards user-centric concrete model transformation

Towards user-centric concrete model transformation

引用

IEEE Symposium on Visual Languages and Human Centric computing (VL/HCC)

作者： Iman Avazpour Centre for Computing and Engineering Software and Systems Swinburne University of Technology Hawthorn VIC Australia

Model transformations are the key part of Model Driven engineering (MDE). However, their specification is not user-friendly, due to excessive use of metamodels and textual representation of transformation languages. This paper briefly describes the approach and tool under development for user-centric transformation generation using concrete model visualisations.

关键词： Visualization Concrete Rendering (computer graphics) Syntactics Java Computational modeling Educational institutions

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Work integrated learning rationale and practices in Australian information and communications technology degrees 14

Work integrated learning rationale and practices in Australi...

引用

14th Australasian computing Education Conference, ACE 2012

作者： Pilgrim, Chris J. Koppi, Tony Centre for Computing and Engineering Software Systems Faculty of ICT Swinburne University of Technology PO Box 218 HawthornVIC3122 Australia Faculty of Informatics University of Wollongong Northfields Ave WollongongNSW2522 Australia

ISBN: (纸本)9781921770043

To obtain a better understanding of WIL rationale and practices in Australian ICT degrees, a survey of managers and educational leaders of ICT was undertaken. These survey results were analysed and informed by discussions at a forum of ICT educational leaders. Results indicate that WIL practices are broad with a wide range of internal (university) and external (industry) combinations to provide the student with appropriate professional experience. The majority of respondents indicated that their curricula are industry relevant, and that they offer an industry-linked final year project. Virtual or simulated work experiences also seem to be commonly practiced. The range of options is influenced by local context, staff approaches and resource availability. The majority of universities regard WIL as important and beneficial and apparently have practices that provide for industry contribution to the curriculum even though this may not be obvious to graduates in the workplace. Support provided to students for an industry placement is variable. Success measures of placements are that students have improved understanding of professional responsibility and have gained a variety of work perspectives. That the student is employable as a consequence is not seen as very important. There appears to be a tension between desired outcomes from academia and industry including those of "work readiness" and lifelong learning. It seems that the range of options provided by universities need to be recognised by all stakeholders as contributing to the development of an ICT Professional. © 2012, Australian Computer Society, Inc.

关键词： Students

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CONVErT: A framework for complex model visualisation and transformation

CONVErT: A framework for complex model visualisation and tra...

引用

IEEE Symposium on Visual Languages and Human Centric computing (VL/HCC)

作者： Iman Avazpour John Grundy Faculty of ICT Centre for Computing and Engineering Software and Systems Swinburne University of Technology Hawthorn VIC Australia

Model Driven engineering (MDE) has become a commonly used approach in software engineering. It promotes using models as primary artefacts and proposes methods for transforming them to desired software products. However, the specification of models and their transformations in MDE with current techniques is not user-friendly, due to excessive use of high level abstract models and textual representation of transformation languages. This paper briefly describes CONVErT, an approach and tool developed for user-centric transformation generation using concrete model visualisations.

关键词： Visualization Unified modeling language Concrete Java Abstracts Syntactics Computational modeling

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SLuRp - A tool to help large complex systematic literature reviews deliver calid and rigorous results

SLuRp - A tool to help large complex systematic literature r...

引用

2nd International Workshop on Evidential Assessment of software Technologies, EAST 2012

作者： Bowes, David Hall, Tracy Beecham, Sarah Science and Technology Research Institute University of Hertfordshire Hatfield Herts United Kingdom Department of Information Systems and Computing Brunel University Uxbridge United Kingdom Lero - Irish Software Engineering Research Centre University of Limerick Limerick Ireland

ISBN: (纸本)9781450315098

Background: Systematic literature reviews are increasingly used in software engineering. Most systematic literature reviews require several hundred papers to be examined and assessed. This is not a trivial task and can be time consuming and error-prone. Aim: We present SLuRp - our open source web enabled database that supports the management of systematic literature reviews. Method: We describe the functionality of SLuRp and explain how it supports all phases in a systematic literature review. Results: We show how we used SLuRp in our SLR. We discuss how SLuRp enabled us to generate complex results in which we had confidence. Conclusions: SLuRp supports all phases of an SLR and enables reliable results to be generated. If we are to have confidence in the outcomes of SLRs it is essential that such automated systems are used. Copyright 2012 ACM.

关键词： Open source software

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CBARS: Cluster Based Classification for Activity Recognition systems

CBARS: Cluster Based Classification for Activity Recognition...

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作者： Abdallah, Zahraa Said Gaber, Mohamed Medhat Srinivasan, Bala Krishnaswamy, Shonali Centre for Distributed Systems and Software Engineering Monash University Melbourne Australia School of Computing University of Portsmouth Portsmouth Hampshire PO1 3HE United Kingdom Singapore Faculty of Computer and Information Science Ain Shams University Cairo Egypt

ISBN: (纸本)9783642353253

Activity recognition focuses on inferring current user activities by leveraging sensory data available on today's sensor rich environment. Supervised learning has been applied pervasively for activity recognition. Typical activity recognition techniques process sensory data based on point-by-point approaches. In this paper, we propose a novel Cluster Based Classification for Activity Recognition systems, CBARS. The novel approach processes activities as clusters to build a robust classification framework. CBARS integrates supervised, unsupervised and active learning and applies hybrid similarity measures technique for recognising activities. Extensive experimental results using real activity recognition dataset have evidenced that our new approach shows improved performance over other existing state-of-the-art learning methods. © Springer-Verlag Berlin Heidelberg 2012.

关键词： Pattern recognition

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