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Exploring molecular distributed detection 9

Exploring molecular distributed detection

引用

9th IEEE international conference on Nano/Molecular Medicine and Engineering, NANOMED 2015

作者： Rogers, Uri Koh, Min-Sung School of Computing and Engineering Sciences Eastern Washington University CheneyWA99004 United States

ISBN: (纸本)9781467396714

Chemical-exchange provides a fundamental mechanism by which microorganisms and biological cells communicate. Using this concept and the idea of biological sized nanomachines, this paper explores the detection of a undesired biological agent in a distributed setting. distributed in the sense that the system information is dispersed across the nanomachines, each possessing limited communication capabilities. To study this problem, the molecular distributed detection system is divided into four major components. the first is the biological agent itself. the second is a collection of autonomous nano-sized sensors, capable of observing the environment, and releasing a certain type of communication molecule directly related to that observation. the third is an aqueous molecular transmission channel under drift, modeled using Brownian motion. the fourth is a fusion stage that collects the communication molecules and fuses this information to determine if a biological agent is present or not. Using this framework, we explore biological agent detection performance using optimal and suboptimal fusion rules in a parallel topology for diverse potential applications. © 2015 IEEE.

关键词： Brownian movement

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Data Block Management Scheme Based on Secret Sharing for HDFS

Data Block Management Scheme Based on Secret Sharing for HDF...

引用

international conference on Broadband, Wireless computing, Communication and applications (BWCCA)

作者： Su-Hyun Kim Im-Yeong Lee Department of Computer Sciences and Software Engineering Soonchunhyang University Asan-si Chungcheongnam-do

ISBN: (纸本)9781467383165

In the cloud computing environment, data are encrypted to be stored in many distributed servers. Global Internet service providers such as Google and Yahoo recognized the importance of an Internet service platform and have used low-priced commercial-node-based and large-scale cluster-based cloud computing platform technologies through R&D. As various data services have been available in the distributed computing environment, the distributed management of big data has become a major issue. In the various uses of big data, security vulnerability and privacy invasion may occur due to malicious attackers or inner users. In particular, various types of security vulnerability occur in the block access token, which is used for the permission control of the data block in Hadoop. To supplement the security vulnerability, a secret-sharing-based block access token management technique is suggested in this paper.

关键词： Servers Proposals distributed databases Cloud computing Authentication Cryptography

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parallel applications and on-chip traffic distributions: Observation, implication and modelling

Parallel applications and on-chip traffic distributions: Obs...

引用

international Joint conference on Software technologies (ICSOFT)

作者： thomas Canhao Xu Jonne Pohjankukka Paavo Nevalainen Tapio Pahikkala Ville Leppänen Department of Information Technology University of Turku Turku Finland

ISBN: (纸本)9781467385312

We study the traffic characteristics of parallel and high performance computing applications in this paper. applications that utilize multiple cores are more and more common nowadays due to the emergence of multicore processors. However the design nature of single-threaded applications and multi-threaded applications can vary significantly. Furthermore the on-chip communication profile of multicore systems should be analysed and modelled for characterization and simulation purposes. We investigate several applications running on a full system simulation environment. the on-chip communication traces are gathered and analysed. We study the detailed low-level profiles of these applications. the applications are categorized into different groups according to various parallel programming paradigms. We discover that the trace data follow different parameters of power-law model. the problem is solved by applying least-squares linear regression. We propose a generic synthetic traffic model based on the analysis results.

关键词： Multicore processing Program processors System-on-chip Analytical models Data models Protocols Computational modeling

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Experimental Results of a Raspberry Pi Based WMN Testbed for Multiple Flows and distributed Concurrent Processing

Experimental Results of a Raspberry Pi Based WMN Testbed for...

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international conference on Broadband, Wireless computing, Communication and applications (BWCCA)

作者： Tetsuya Oda Donald Elmazi Taro Ishitaki Admir Barolli Keita Matsuo Leonard Barolli Graduate School of Engineering Fukuoka Institute of Technology (FIT) Higashi-Ku Fukuoka Japan Rr. “Dritan Hoxha” Logos University Tirana Albania Fukuoka Prefectural Fukuoka Technical High School Sawara-Ku Fukuoka Japan Department of Information and Communication Engineering Fukuoka Institute of Technology (FIT) Higashi-Ku Fukuoka Japan

ISBN: (纸本)9781467383165

Wireless Mesh Networks (WMNs) are attracting a lot of attention from wireless network researchers, because of their potential use in several fields such as collaborative computing and communications. Considering mobility of the terminals, routing is a key process for operation of WMNs. In this paper, we present the implementation of a testbed for WMNs. We analyze the performance of Optimized Link State Routing (OLSR) protocol and parallel distributed processing in an indoor scenario. For evaluation we considered hop count, delay, jitter and processing time metrics. the experimental results show that the nodes in the testbed were communicating smoothly. the processing time for node 1 is smaller than other nodes.

关键词： Ad hoc networks Routing Wireless sensor networks Wireless communication Delays Network topology

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A distributed Framework for Event Detection in Video Surveillance Context

A Distributed Framework for Event Detection in Video Surveil...

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international conference on P2P, parallel, Grid, Cloud and Internet computing (3PGCIC)

作者： Fabio Persia Daniela D'Auria Faculty of Computer Science Free University of Bozen Italy DIETI University of Naples Federico II Italy

In latest years modern world's needs of safety caused a speed spreading of video surveillance systems, more and more frequently collocated in the most crowded places. thus, a lot of theoretical approaches working with data coming from heterogeneous sources and defining some very complex event detection algorithms have been proposed in the literature. In this paper, we present a distributed framework for event detection in video surveillance context. the overall process is described, starting from the video frames captured by different kinds of sensors and cameras till at the end some high-level event detection algorithms performed in a distributed environment for finding potentially dangerous activities are applied. the conducted experiments confirm the efficiency achieved by our distributed framework.

关键词： Video surveillance Cameras Sensors Image processing Event detection Context Libraries

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A-DRM: Architecture-aware distributed Resource Management of Virtualized Clusters 15

A-DRM: Architecture-aware Distributed Resource Management of...

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11th ACM SIGPLAN/SIGOPS international conference on Virtual Execution Environments

作者： Wang, Hui Isci, Canturk Subramanian, Lavanya Choi, Jongmoo Qian, Depei Mutlu, Onur Beihang Univ Beijing 100191 Peoples R China IBM Thomas J Watson Res Ctr Cambridge MA USA Carnegie Mellon Univ Pittsburgh PA 15213 USA Dankook Univ Yongin Gyeonggi Do South Korea

ISBN: (纸本)9781450334501

Virtualization technologies has been widely adopted by large-scale cloud computing platforms. these virtualized systems employ distributed resource management (DRM) to achieve high resource utilization and energy savings by dynamically migrating and consolidating virtual machines. DRM schemes usually use operating-system-level metrics, such as CPU utilization, memory capacity demand and I/O utilization, to detect and balance resource contention. However, they are oblivious to microarchitecture-level resource interference (e.g., memory bandwidth contention between different VMs running on a host), which is currently not exposed to the operating system. We observe that the lack of visibility into microarchitecture-level resource interference significantly impacts the performance of virtualized systems. Motivated by this observation, we propose a novel architecture-aware DRM scheme (A-DRM), that takes into account microarchitecture-level resource interference when making migration decisions in a virtualized cluster. A-DRM makes use of three core techniques: 1) a profiler to monitor the microarchitecture-level resource usage behavior online for each physical host, 2) a memory bandwidth interference model to assess the interference degree among virtual machines on a host, and 3) a cost-benefit analysis to determine a candidate virtual machine and a host for migration. Real system experiments on thirty randomly selected combinations of applications from the CPU2006, PARSEC, STREAM, NAS parallel Benchmark suites in a four-host virtualized cluster show that A-DRM can improve performance by up to 26.55%, with an average of 9.67%, compared to traditional DRM schemes that lack visibility into microarchitecture-level resource utilization and contention.

关键词： virtualization microarchitecture live migration performance counters resource management

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Experimental Evaluation of Memory Optimizations on an Embedded GPU Platform

Experimental Evaluation of Memory Optimizations on an Embedd...

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international conference on P2P, parallel, Grid, Cloud and Internet computing (3PGCIC)

作者： Innocenzo Mungiello University of Naples Federico II

ISBN: (纸本)9781467394741

this paper presents the experimental evaluation of data mapping techniques in the shared memory of an embedded GPU. the evaluated technique, previously presented in the literature in other contexts, aims at partitioning an array across the shared memory physical banks, so as to increase parallel accesses, resulting in appreciable gains in terms of both performance and energy efficiency. the paper presents the experimental setup used for characterizing physically the behaviour of the platform, allowing a validation and a closer understanding of the evaluated memory mapping technique.

关键词： Graphics processing units Instruction sets distributed databases Arrays Optimization Field programmable gate arrays

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Iterative MapReduce MPI oil reservoir simulator

Iterative MapReduce MPI oil reservoir simulator

引用

international Joint conference on Software technologies (ICSOFT)

作者： Madina Mansurova Darkhan Akhmed-Zaki Adai Shomanov Bazargul Matkerim Ermek Alimzhanov Department of Computer Science al-Farabi Kazakh National University Almaty Kazakhstan

ISBN: (纸本)9781467385312

Paper presents an advanced Iterative MapReduce MPI oil reservoir simulator. First we present an overview of working implementations that make use of the same technologies. then we define an academic example of numeric problem with an emphasis on its computational features. We present a distributed parallel algorithm of hybrid solution of the problem using MapReduce Hadoop and MPI technologies and describe an improved variant of the algorithm using memory-mapped files.

关键词： Reservoirs Writing Oils parallel algorithms Slabs Fluids Mathematical model

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Combining eLearning and P2P File-Sharing technologies

Combining eLearning and P2P File-Sharing Technologies

引用

international conference on P2P, parallel, Grid, Cloud and Internet computing (3PGCIC)

作者： Rajendra G. Singh Margaret A. Bernard Campus Information Technology Services Department Computing and Information Technology The University of the West Indies St. Augustine Trinidad Tobago

ISBN: (纸本)9781467394741

the existing set of Peer-to-Peer (P2P) digital repositories were not originally and purposely designed for sharing learning content, and as such are not well suited in the same way that centralized repositories are for the storing and retrieving of learning content for instructional use. this survey paper therefore reviews some P2P file-sharing and related eLearning technologies, to identify core reasons why there are no P2P eLearning Systems with features comparable to the ubiquitous client/server eLearning Systems. It concludes that P2P sharing of Reusable Learning Content requires a redesign in order to facilitate more comprehensive P2P eLearning Systems.

关键词： Electronic learning Standards Peer-to-peer computing Metadata Instruments Software Interoperability

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A GPU Algorithm in a distributed computing System for 3D MRI Denoising

A GPU Algorithm in a Distributed Computing System for 3D MRI...

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international conference on P2P, parallel, Grid, Cloud and Internet computing (3PGCIC)

作者： Salvatore Cuomo Ardelio Galletti Livia Marcellino University of Naples Federico II Italy University of Naples Parthenope Italy

ISBN: (纸本)9781467394741

An interesting challenge in E-health is to perform real-time diagnosis. In many distributed computing systems the data processing stage, generally assigned on standard computational CPU environments, is a critical aspect. In particular, the analysis of magnetic resonance imaging (MRI) for improving the quality of images and helping the diagnosis requires an high computational complexity. Using Graphics Processing Units (GPUs) on High Performance computing (HPC), the images processing step can be accelerated by speeding the whole diagnosis procedure. In this paper, we propose a parallel algorithm, on a GPU environment, for MRI denoising in order to make the diagnostic system more efficient. As case study, we consider the Optimized Blockwise Non Local Means (OB-NLM) method. Its intrinsic nature makes it perfectly suited for parallelization and multithreading implementation, especially for GPUs architectures. the results show a significant improvement of the entire healthcare practice procedure in terms of performances.

关键词： Graphics processing units Instruction sets Magnetic resonance imaging Kernel three-dimensional displays Image restoration Standards

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