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SLA-oriented resource provisioning for cloud computing: Challenges, architecture, and solutions

SLA-oriented resource provisioning for cloud computing: Chal...

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International Conference on cloud and Service computing (CSC)

作者： Rajkumar Buyya Saurabh Kumar Garg Rodrigo N. Calheiros Cloud Computing and Distributed Systems (CLOUDS) Laboratory Department of Computing and Information Systems University of Melbourne Australia

cloud computing systems promise to offer subscription-oriented, enterprise-quality computing services to users worldwide. With the increased demand for delivering services to a large number of users, they need to offer differentiated services to users and meet their quality expectations. Existing resource management systems in data centers are yet to support Service Level Agreement (SLA)-oriented resource allocation, and thus need to be enhanced to realize cloud computing and utility computing. In addition, no work has been done to collectively incorporate customer-driven service management, computational risk management, and autonomic resource management into a market-based resource management system to target the rapidly changing enterprise requirements of cloud computing. This paper presents vision, challenges, and architectural elements of SLA-oriented resource management. The proposed architecture supports integration of market-based provisioning policies and virtualisation technologies for flexible allocation of resources to applications. The performance results obtained from our working prototype system shows the feasibility and effectiveness of SLA-based resource provisioning in clouds.

关键词： Resource management cloud computing Monitoring Computational modeling Quality of service Risk management Pricing

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Analysis on Token-Controlled Public Key Encryption

Analysis on Token-Controlled Public Key Encryption

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International Conference on Mobile Ad-hoc and Sensor Networks, MSN

作者： Changlu Lin Yong Li Sriramkrishnan Srinivasan Li Lu Key Laboratory of Network Security and Cryptology Fujian Normal University Fuzhou China Key Laboratory of Communication & Information Systems Beijing Municipal Commission of Education Beijing Jiaotong University Beijing China Department of Computing University of Surrey Guildford UK School of Computer Science University of Electronic Science and Technology Chengdu China

ISBN: (纸本)9781467358088

In this paper, we analyze on the use of token-controlled public key encryption (TCE)schemes. We argue that for many of the applications in some possibilities of application in financial or legal scenarios, for example, the millionaire's will problem, the `private-opening' commitment, the scheduled payment problem, and the sealed-bid auctions and electronic lotteries problem, in the literature, the use of token-controlled public key encryption on its own, leads to inadequate solutions. We suggest that when considering applications of TCE, it is advisable to pay close attention to the lack of authentication and incorporate defences against the problems highlighted in this paper.

关键词： Public key encryption Token-controlled public key encryption Authentication Security and privacy Public key encryption Authentication Trichloroethylene

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Integration Framework of Augmented Reality and Tangible Interfaces for Enhancing the User Interaction

Integration Framework of Augmented Reality and Tangible Inte...

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Symposium on Virtual Reality (SVR)

作者： F'bio Rodigues Fernando Sato Leonardo Botega Allan Oliveira Comput. & Inf. Syst. Res. Lab. Centro Univ. Euripides de Marilia Marilia Brazil Wireless Networks and Distributed Interactive Simulations Laboratory Universidade Federal de São Carlos São Carlos SP Brazil Computing and Information Systems Research Lab Campus Universitário Marília SP

The integration of post-wimp computer interfaces arises as an alternative to meet the individual limitations of each modality, considering both interaction components and the feedbacks to users. Tangible interfaces can present restrictions referring to physical space on tabletop architectures, which limits the manipulation of objects and deprecates the interactive process. Hence, this paper proposes the integration of techniques of mobile Augmented Reality with tabletop tangible architecture for blending real and virtual components on its surface, aiming to make the interactive process richer, seamless and more complete.

关键词： Androids Humanoid robots Augmented reality Smart phones Graphics processing unit Java Computer architecture

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Combining static and dynamic analysis to discover software vulnerabilities

Combining static and dynamic analysis to discover software v...

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2011 5th International Conference on Innovative Mobile and Internet Services in Ubiquitous computing, IMIS 2011

作者： Zhang, Ruoyu Huang, Shiqiu Qi, Zhengwei Guan, Haibin School of Software Shanghai Key Laboratory of Scalable Computing and Systems Shanghai Jiao Tong University China School of Electronic Information and Electrical Engineering Shanghai Key Laboratory of Scalable Computing and Systems Shanghai Jiao Tong University China

ISBN: (纸本)9780769543727

Dynamic taint analysis has been proved to be very effective in solving security problems recently, especially in software vulnerability detection and malicious behavior prevention. Unfortunately, most of current researches in this field focus on the runtime protection, and are incapable to discover the potential threat in the software. This paper describes a novel approach to overcome the limitation of traditional dynamic taint analysis by integrating static analysis into the system and presents framework SDCF. The framework translates the binary into assembly code and tracks the data flow. Then with static method, the system can get the important information which can't be gained at runtime, such as unexecuted part of the code. When this information is acquired, they will be provided to the client tools. The practicability of the framework is validated by implementing and evaluating a tool built on SDCF. The result of the experiments shows that our system is able to detect latent software vulnerabilities efficiently. © 2011 IEEE.

关键词： Static analysis

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DsVD: An effective low-overhead dynamic software vulnerability discoverer

DsVD: An effective low-overhead dynamic software vulnerabili...

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International Workshop on Assurance in distributed systems and Networks

作者： Wang, Zhuo Tang, Zhushou Zhou, Kan Zhang, Ruoyu Qi, Zhengwei Guan, Haibin School of Software Shanghai Key Laboratory of Scalable Computing and Systems Shanghai Jiao Tong University Shanghai China School of Electronic Information and Electrical Engineering Shanghai Key Laboratory of Scalable Computing and Systems Shanghai Jiao Tong University Shanghai China

ISBN: (纸本)9780769543499

Dynamic taint analysis based software vulnerability and malware detection is an effective method to detect a wide range of vulnerabilities. Unfortunately, existing systems suffer from requirement of source code, high overhead or shortage of discovery rules, which limit their usage. This paper proposes a low-overhead vulnerability discovery system called DsVD (Dynamic Software Vulnerabilities Discoverer). DsVD works on X86 executables and does not need any hardware change. A new taint state called controlled-taint is introduced to detect more types of vulnerabilities. Our experiments show that DsVD can effectively detect various software vulnerabilities. DsVD incurs very low overhead, only 3.1 times on average for SPECINT2006 benchmarks. With some optimizations such as Irrelevant API Filter and Basic Block Handling, it can reduce runtime overhead by a factor of 4-11 times.

关键词： Dynamic Taint Analysis Software Security Vulnerability Discovery Software safety computer software computer programs Taints Vulnerability Computer hardware

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VASP: Virtualization assisted security monitor for cross-platform protection 11

VASP: Virtualization assisted security monitor for cross-pla...

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Proceedings of the 2011 ACM Symposium on Applied computing

作者： Zhu, Min Yu, Miao Xia, Mingyuan Li, Bingyu Yu, Peijie Gao, Shang Qi, Zhengwei Liu, Liang Chen, Ying Guan, Haibing School of Software Shanghai Key Laboratory of Scalable Computing and Systems Shanghai Jiao Tong University China School of Electronic Information and Electrical Engineering Shanghai Key Laboratory of Scalable Computing and Systems Shanghai Jiao Tong University China IBM Research China China

ISBN: (纸本)9781450301138

Numerous operating systems have been designed to manage and control system resources with large and complicated features, so they need high security protection. However, previous security applications can not provide adequate protection due to the untrusted execution environment. Furthermore, these security strategies cannot support a universal cross-platform system security requirements. This paper presents VASP, a hypervisor based monitor which allows a trusted execution environment to monitor various malicious behaviors in the operating system. This is achieved by taking advantage of ×86 hardware virtualization and self-transparency technology, and providing a unified security protection to unmodified operating systems such as Linux and Windows. Our design is targeted at establishing a security monitor which resides completely outside of the target OS environment with a negligible overhead. According to the security analysis and performance experiment result, our approach can effectively protect applications and the kernel at a modest overhead of only 0.9% average in Windows XP and 2.6% average in Linux. © 2011 ACM.

关键词： Linux

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Reports of the AAAI 2011 conference workshops

Reports of the AAAI 2011 conference workshops

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作者： Agmon, Noa Agrawal, Vikas Aha, David W. Aloimonos, Yiannis Buckley, Donagh Doshi, Prashant Geib, Christopher Grasso, Floriana Green, Nancy Johnston, Benjamin Kaliski, Burt Kiekintveld, Christopher Law, Edith Lieberman, Henry Mengshoel, Ole J. Metzler, Ted Modayil, Joseph Oard, Douglas W. Onder, Nilufer O'Sullivan, Barry Pastra, Katerina Precup, Doina Ramachandran, Sowmya Reed, Chris Sariel-Talay, Sanem Selker, Ted Shastri, Lokendra Singh, Satinder Smith, Stephen F. Srivastava, Siddharth Sukthankar, Gita Uthus, David C. Williams, Mary-Anne Department of Computer Science University of Texas at Austin United States Center for Knowledge Driven Information Systems Infosys Labs India Adaptive Systems Section Naval Research Laboratory Washington DC United States Department of Computer Science University of Maryland College Park United States EMC's Center of Excellence in Ireland Research Europe at EMC Ireland Department of Computer Science University of Georgia United States School of Informatics University of Edinburgh United Kingdom Department of Computer Science University of Liverpool United Kingdom Department of Computer Science University of North Carolina Greensboro United States Faculty of Engineering and Information Technology University of Technology Sydney Australia VeriSign Inc. United States Department of Computer Science University of Texas at El Paso United States Machine Learning Department Carnegie Mellon University United States Massachusetts Institute of Technology Media Laboratory United States Carnegie Mellon University's Silicon Valley Campus United States Darrell W. Hughes Program for Religion and Science Dialogue Oklahoma City University United States Department of Computing Science University of Alberta Canada College of Information Studies Institute for Advanced Computer Studies University of Maryland College Park United States Department of Computer Science Michigan Technological University United States Department of Computer Science University College Cork Ireland Cognitive Systems Research Insitute Athens Greece School of Computer Science McGill University Canada Stottler Henke Inc. United States School of Computing University of Dundee United Kingdom Department of Computer Engineering Istanbul Technical University Turkey Convergence Lab Infosys Technologies Ltd. United States Department of Electrical Engineering and Computer Science University of Michigan Ann Arbor United States Robotics Institute Carnegie Mellon University United States University of Wisconsin

The AAAI-11 workshop program was held Sunday and Monday, August 7-18, 2011, at the Hyatt Regency San Francisco in San Francisco, California USA. The AAAI-11 workshop program included 15 workshops covering a wide range of topics in artificial intelligence. The titles of the workshops were Activity Context Representation: Techniques and Languages;Analyzing Microtext;Applied Adversarial Reasoning and Risk Modeling;Artificial Intelligence and Smarter Living: The Conquest of Complexity;Artifiicial Intelligence for Data Center Management and cloud computing;Automated Action Planning for Autonomous Mobile Robots;Computational Models of Natural Argument;Generalized Planning;Human Computation;Human-Robot Interaction in Elder Care;Interactive Decision Theory and Game Theory, 2010;Language-Action Tools for Cognitive Artificial Agents: Integrating Vision, Action, and Language;Lifelong Learning from Sensorimotor Experience;Plan, Activity, and Intent Recognition;and Scalable Integration of Analytics and Visualization. This article presents short summaries of those events. Copyright © 2012, Association for the Advancement of Artificial Intelligence. All rights reserved.

关键词： Human robot interaction

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A COMPARATIVE REVIEW OF JOB SCHEDULING FOR MAPREDUCE

A COMPARATIVE REVIEW OF JOB SCHEDULING FOR MAPREDUCE

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2011 IEEE International Conference on cloud computing and Intelligence systems(CCIS2011)

作者： Dongjin Yoo Kwang Mong Sim Multi-Agent and Cloud Computing Systems Laboratory School of Information and CommunicationGwangju Institute of Science and Technology(GIST)

MapReduce is an emerging paradigm for data intensive processing with support of cloud computing *** provides convenient programming interfaces to distribute data intensive works in a cluster *** strengths of MapReduce are fault tolerance,an easy programming structure and high scalability.A variety of applications have adopted MapReduce including scientific analysis,web data processing and high performance *** Intensive computing systems,such as Hadoop and Dryad,should provide an efficient scheduling mechanism for enhanced utilization in a shared cluster *** problems of scheduling mapreduce jobs are mostly caused by locality and synchronization ***,there is a need to schedule multiple jobs in a shared cluster with fairness *** introducing the scheduling problems with regards to locality,synchronization and fairness constraints,this paper reviews a collection of scheduling methods for handling these issues in *** addition,this paper compares different scheduling methods evaluating their features,strengths and *** resolving synchronization overhead,two categories of studies;asynchronous processing and speculative execution are *** fairness constraints with locality improvement,delay scheduling in Hadoop and Quincy scheduler in Dryad are discussed.

关键词： MapReduce,Job Scheduling,Locality,Fairness

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Tags weighting based on user profile

Tags weighting based on user profile

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Lecture Notes in Computer Science

作者： Kichou, Saida Mellah, Hakima Amghar, Youssef Dahak, Fouad Benaknoun Algiers Algeria INSA of Lyon Computing on Images and Information Systems Laboratory Lyon France National Hight School of Computer Science ESI Oued Smar Algiers Algeria

ISBN: (纸本)9783642236198

The 'Collaborative Tagging' is gaining popularity on Web 2.0, this new generation of Web which makes user reader/writer. The 'Tagging' is a mean for users to express themselves freely through additions of label called 'Tags' to shared resources. One of the problems encountered in current tagging systems is to define the most appropriate tag for a resource. Tags are typically listed in order of popularity, as del-icio-us. But the popularity of the tag does not always reflect its importance and representativeness for the resource to which it is associated. Starting from the assumptions that the same tag for a resource can take different meanings for different users, and a tag from a knowledgeable user would be more important than a tag from a novice user, we propose an approach for weighting resource's tags based on user profile. For this we define a user model for his integration in the tag weight calculation and a formula for this calculation, based on three factors namely the user, the degree of approximation between his interest centers and the resource field, expertise and personal assessment for tags associated to the resource. A resource descriptor containing the best tags is created. © 2011 Springer-Verlag.

关键词： User profile

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An energy-efficient scheduling algorithm for sporadic real-time tasks in multiprocessor systems

An energy-efficient scheduling algorithm for sporadic real-t...

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13th IEEE International Workshop on FTDCS 2011, the 8th International Conference on ATC 2011, the 8th International Conference on UIC 2011 and the 13th IEEE International Conference on HPCC 2011

作者： Zhang, Dong-Song Chen, Fang-Yuan Li, Hong-Hua Jin, Shi-Yao Guo, De-Ke National Laboratory for Parallel and Distributed Processing School of Computer National University of Defense Technology Changsha 410073 China School of Computing Science Simon Fraser University 8888 University Drive Burnaby BC V5A 1S6 Canada National Laboratory for Information System Engineering School of Information Systems and Management National University of Defense Technology Changsha 410073 China

ISBN: (纸本)9780769545387

As the energy consumption of embedded multiprocessor systems becomes increasingly prominent, the real-time energy-efficient scheduling in multiprocessor systems becomes an urgent problem to reduce the system energy consumption while meeting real-time constraints. For a multiprocessor with independent DVFS and DPM at each processor, this paper proposes an energy-efficient real-time scheduling algorithm named LRE-DVFS-EACH, based on LRE-TL which is an optimal real-time scheduling algorithm for sporadic tasks. LRE-DVFS-EACH utilizes the concept of TL plane and the idea of fluid scheduling to dynamically scale the voltage and frequency of processors at the initial time of each TL plane as well as the release time of a sporadic task in each TL plane. Consequently, LRE-DVFS-EACH can obtain a reasonable tradeoff between the real-time constraints and the energy saving. LRE-DVFS-EACH is also adaptive to the change of workload caused by the dynamic release of sporadic tasks, which can obtain more energy savings. The experimental results show that compared with existing algorithms, LRE-DVFS-EACH can not only guarantee the optimal feasibility of sporadic tasks, but also achieve more energy savings in all cases, especially in the case of high workloads. © 2011 IEEE.

关键词： Real time systems

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