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Specification-based testing of intrusion detection engines using logical expression testing criteria

Specification-based testing of intrusion detection engines u...

引用

10th international Conference on Quality software, QSIC 2010

作者： Massicotte, Frédéric Labiche, Yvan Communications Research Centre Ottawa Canada Department of Systems and Computer Engineering Software Quality Engineering Laboratory Carleton University Ottawa Canada

ISBN: (纸本)9780769541310

An Intrusion Detection System (IDS) protects computer networks against attacks and intrusions. One class of IDS is called signature-based network IDSs as they monitor network traffic, looking for evidence of malicious behaviour as specified in attack descriptions (referred to as signatures). Many studies report that IDSs have problems accurately identifying attacks. Therefore, it is important to precisely understand under which conditions IDSs accurately identify attacks or fail to do so. However, no systematic approach has so far been defined and used to study this problem. Recognizing that signatures in essence provide the specification of an IDS engine, studying the accuracy of an IDS engine becomes a black-box testing problem. We therefore precisely and systematically evaluate which mature testing techniques can be used (and adapted) to derive tests from IDS signatures. We experiment with those criteria on one widely used and maintained IDS and show that our approach is effective at systematically revealing problems in this IDS engine (e.g., problems that prevent the detection of attacks). © 2010 IEEE.

关键词： Engines

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A System Exploration Platform for Network-on-Chip

A System Exploration Platform for Network-on-Chip

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international symposium on parallel and distributed Processing with Applications, ISPA

作者： Chi-Fu Chang Yarsun Hsu Department of Electrical Engineering National Tsing Hua University Hsinchu Taiwan

Network-on-Chip (NoC) is a key component in the design of many cores on a chip. This paper presents a new system level NoC simulation framework, called “Network-On-Chip-centric System Exploration Platform” (NOCSEP). It divides NoC design space into blocks and models them using abstracted layers. Together with task-graph software modeling and simplified middle-layer modeling, it can estimate the performance of an on-chip interconnect rapidly and is therefore very suitable for quickly exploring design alternatives.

关键词： Unified modeling language Instruction sets Computational modeling Adaptation model Hardware Message systems

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A load balancing skyline query algorithm in high bandwidth distributed systems

A load balancing skyline query algorithm in high bandwidth d...

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2010 7th international Conference on Fuzzy systems and Knowledge Discovery, FSKD 2010

作者： Huang, Jin Chen, Jian Du, Qing Yin, Jian School of Information Science and Technology Sun Yat-sen University South China Normal University Guangzhou 510275 China School of Software Engineering South China University of Technology Guangzhou 510006 China School of Information Science and Technology Sun Yat-sen University Guangzhou 510275 China

ISBN: (纸本)9781424459346

Skyline queries, which retrieve the points that are not dominated by any other points in a given dataset, are well recognized as a powerful tool in multi-criteria decision making. Most of the previous works focus on computing skylines on centralized environments typically with one CPU. In this paper, to scale up skyline computation on large datasets, we propose a load balancing parallel skyline query algorithm for multi-processor clusters or high-speed network environments. Our algorithm utilizes the monotonic ordering and clustering properties of Z-order to reduce dominance tests and significantly shortens the response time by performing parallel processing over multiple processors. Our algorithm is progressive, fast convergent and scalable. Extensive experiments were conducted to demonstrate the feasibility and effectiveness of the proposed algorithm. ©2010 IEEE.

关键词： HIgh speed networks

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A Hybrid parallel Algorithm for Transforming Finite Element Functions from Adaptive to Cartesian Grids

A Hybrid Parallel Algorithm for Transforming Finite Element ...

引用

23rd international symposium on High Performance Computing systems and Applications

作者： Fortmeier, Oliver Buecker, H. Martin Rhein Westfal TH Aachen Inst Comp Sci Aachen Germany

ISBN: (纸本)9783642126581

High-performance computing is often used in various fields of computational science and engineering where the availability of a large memory is crucial to represent given problems. For problems arising from the discretization of partial differential equations, adaptivity is an alternative approach to reduce the storage requirements. We present an illustrating example demonstrating the need for an algorithm change when a serial hierarchical data structure is parallelized. More precisely, we investigate this issue taking as example an algorithm to transform finite element functions defined on an adaptive grid into functions on a Cartesian grid. By combining distributed- and shared-memory parallelization, the resulting hybrid parallel algorithm involves two levels of parallelism. The performance of the parallel algorithm is shown to be highly problem dependent. There are certain problem instances where the speedup is satisfactory while there is a dramatic performance reduction for other problem instances. The numerical experiments are given for transformations resulting from three-dimensional computational fluid dynamic problems. The problem instances are given by up to 750 000 tetrahedra representing about 3 millions of unknown variables. The experiments are carried out on a Xeon-based cluster using up to 64 processors.

关键词： parallel algorithms

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Consistency aware dead reckoning threshold tuning with server assistance in client-server-based DVEs

Consistency aware dead reckoning threshold tuning with serve...

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10th IEEE international Conference on Computer and Information Technology, CIT-2010, 7th IEEE international Conference on Embedded software and systems, ICESS-2010, 10th IEEE Int. Conf. Scalable Computing and Communications, ScalCom-2010

作者： Li, Yusen Cai, Wentong Parallel and Distributed Computing Center School of Computer Engineering Nanyang Technological University Singapore 639798 Singapore

ISBN: (纸本)9780769541082

In distributed virtual environments (DVEs), maintaining a consistent view of the virtual world among all users is a primary task. Due to the resource limitations such as network capacity and computational power, the consistency of the virtual world cannot be guaranteed sometimes. In this paper, we try to address this problem in client-server-based DVEs by considering server side network capacity limitation. We look at the position update packets from client to server and show the impact of packet loss due to server side network capacity limitation on the consistency of the virtual world. We assume clients use Dead Reckoning (DR) models to control position updates. In order to adapt client updates with the server side network capacity to avoid update packet loss, two server assistant DR threshold tuning policies for different updating schemas are proposed in this paper. The proposed tuning polices are validated to have good performance by simulation results. © 2010 IEEE.

关键词： Packet loss

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Optimal task scheduler for multi-core processor

Optimal task scheduler for multi-core processor

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international Conference on software Technology and engineering

作者： Vaidya, Vinay G. Sah, Sudhakar Ranadive, Priti Center for Research in Engineering Sciences ad Technology KPIT Cummins Infosystems Ltd. Pune Maharashtra India

ISBN: (纸本)9781424486656

With the advent of multi-core processors, parallel execution of multiple tasks has become a common practice. Various scheduling algorithms have addressed this issue considering multiprocessor systems. Most of these algorithms target application level parallelism. Task level parallelism within an application can be exploited using shared memory architecture such as multi-core processor or in a distributed computing environment. In this paper, we propose a static scheduling algorithm that generates a schedule that can be optimized for one or all parameters including execution time, number of processors, and efficiency of processors. The input to this scheduler is a task dependency matrix is generated using dependency analysis technique. Efficiency of this scheduler is high because it uses multiple parameters such as task wait time, number of tasks whose dependency gets resolved by scheduling a task, and task execution time. The paper concludes with an example of applying this technique to a set of tasks. © 2010 IEEE.

关键词： Scheduling algorithms

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Clustering JVMs with sof tware transactional memory support

Clustering JVMs with sof tware transactional memory support

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24th IEEE international parallel and distributed Processing symposium, IPDPS 2010

作者： Kotselidis, Christos Luján, Mikel Ansari, Mohammad Malakasis, Konstantinos Kahn, Behram Kirkham, Chris Watson, Ian School of Computer Science University of Manchester Manchester United Kingdom Department of Computer Science Umm Al-Qura University Makkah Saudi Arabia

ISBN: (纸本)9781424464432

Affordable transparent clustering solutions to scale non-HPC applications on commodity clusters (such as Terracotta) are emerging for Java Virtual Machines (JVMs). Working in this direction, we propose the Anaconda framework as a research platform to investigate the role Transactional Memory (TM) can play in this domain. Anaconda is a sof Tware transactional memory framework that supports clustering of multiple off-the-shelf JVMs on commodity clusters. The main focus of Anaconda is to investigate the implementation of Java synchronization primitives on clusters by relying on Transactional Memory. The traditional lock based Java primitives are replaced by memory transactions and the framework is responsible for ensuring transactional coherence. The contribution of this paper is to investigate which kind of TM coherency protocol can be used in this domain and compare the Anaconda framework against the state-of-the-art Terracotta clustering technology. Furthermore, Anaconda tracks TM conflicts at object granularity and provides distributed object replication and caching mechanisms. It supports existing TM coherence protocols while adding a novel decentralized protocol. The performance evaluation compares Anaconda against three existing TM protocols. Two of these are centralized, while the other is decentralized. In addition, we compare Anaconda against lock-based (coarse, medium grain) implementations of the benchmarks running on Terracotta. Anaconda's performance varies amongst benchmarks, outperforming by 40 to 70% existing TM protocols. Compared to Terracotta, Anaconda exhibits from 19x speedup to 10x slowdown depending on the benchmark's characteristics. © 2010 IEEE.

关键词： Locks (fasteners)

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Automated composition of middleware management services

Automated composition of middleware management services

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5th IEEE international symposium on Service-Oriented System engineering, SOSE 2010

作者： Liu, Zhao Liu, Xuanzhe Huang, Gang Teng, Teng Zhang, Yong Yuan, Honggang Institute of Software School of Electronics Engineering and Computer Science Peking University Beijing China Kingdee Middleware Company Ltd. Shenzhen China

ISBN: (纸本)9780769540818

Middleware has been the most popular runtime platform of modern IT systems and widely adopted in a number of major application domains. Middleware not only provides infrastructural services supporting applications, but also plays an important role in system management. Due to the ever-changing user requirements and application contexts along with the diverse usage patterns, only an individual middleware platform cannot work well. It urgently requires the efficient cooperation of a set of distributed and heterogeneous middleware platforms, while the management becomes even complex. In this paper, we propose a service-oriented management approach in which basic functions for middleware management are published as services and composed together for the more complex management tasks. Further, this paper focuses on automatically discovering and assembling management services into management tasks. Our contributions includes defining the management task as a MAPE(monitor-analyze-plan-execute) process which provides rules for the management service composition and enables its automation. © 2010 IEEE.

关键词： Middleware

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Design and evaluation of a self-healing Kepler for scientific workflows 10

Design and evaluation of a self-healing Kepler for scientifi...

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Proceedings of the 19th ACM international symposium on High Performance distributed Computing

作者： Hary, Arjun Akoglu, Ali AlNashif, Youssif Hariri, Salim Jenerette, Darrel Dept. of Elec.and Comp. Eng. University of Arizona 1230 E Speedway Blvd. Tucson AZ 85719 United States NSF Center for Autonomic Computing University of Arizona 1230 E Speedway Blvd. Tucson AZ 85719 United States Dept. of Botany and Plant Sci. University of California Riverside United States

ISBN: (纸本)9781605589428

Kepler is a popular open source scientific workflow (SWF) as it simplifies the effort required to construct complex data flow models through a visual interface. As the complexity of the workflow applications that will run on heterogeneous distributed systems increases, fault management becomes a critical design issue for large scale scientific and engineering applications. Due to the long execution times of these applications, it is important that they are fault tolerant;i.e. the workflow application can recover gracefully from faults without the need to restart the application from the beginning. The current implementation of Kepler tool does not support fault tolerance or recovery mechanisms. In this paper, we extend the Kepler capabilities to support fault tolerant scientific workflow (FT-SWF) with a checkpoint mechanism where corrective measures are taken seamlessly in an autonomic manner whenever a fault is detected. To the best of our knowledge, this is the first approach on adding autonomic operations to Kepler. We have evaluated the FT-Kepler on a distributed application used by ecosystem researchers. We evaluated the performance of the workflow with hardware and software based fault scenarios in terms of execution time, recovery time, and the checkpoint mechanism overhead. The experimental evaluations indicate that the checkpoint mechanism adds negligible overhead to the total execution time of the workflow and as the fault rate increases, the number of checkpoints should be increased. © Copyright 2010 ACM.

关键词： Open source software

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HPDA: A Hybrid Parity-based Disk Array for enhanced performance and reliability

HPDA: A Hybrid Parity-based Disk Array for enhanced performa...

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24th IEEE international parallel and distributed Processing symposium, IPDPS 2010

作者： Mao, Bo Jiang, Hong Feng, Dan Wu, Suzhen Chen, Jianxi Zeng, Lingfang Tian, Lei Wuhan National Laboratory for Optoelectronics School of Computer Science and Technology Huazhong University of Science and Technology Wuhan 430074 China Department of Computer Science and Engineering University of Nebraska-Lincoln United States

ISBN: (纸本)9781424464432

A single flash-based Solid State Drive (SSD) can not satisfy the capacity, performance and reliability requirements of a modern storage system supporting increasingly demanding data-intensive computing applications. Applying RAID schemes to SSDs to meet these requirements, while a logical and viable solution, faces many challenges. In this paper, we propose a Hybrid Parity-based Disk Array architecture, HPDA, which combines a group of SSDs and two hard disk drives (HDDs) to improve the performance and reliability of SSD-based storage systems. In HPDA, the SSDs (data disks) and part of one HDD (parity disk) compose a RAID4 disk array. Meanwhile, a second HDD and the free space of the parity disk are mirrored to form a RAID1-style write buffer that temporarily absorbs the small write requests and acts as a surrogate set during recovery when a disk fails. The write data is reclaimed back to the data disks during the lightly loaded or idle periods of the system. Reliability analysis shows that the reliability of HPDA, in terms of MTTDL (Mean Time To Data Loss), is better than that of either pure HDD-based or SSD-based disk array. Our prototype implementation of HPDA and performance evaluations show that HPDA significantly outperforms either HDD-based or SSD-based disk array. © 2010 IEEE.

关键词： Reliability analysis

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