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P wave detection and delineation based on distances transform 15

P wave detection and delineation based on distances transfor...

引用

Joint 15th IEEE international Conference on Trust, Security and Privacy in computing and Communications, 10th IEEE international Conference on Big Data science and engineering and 14th IEEE international symposium on Parallel and distributed Processing with applications, IEEE TrustCom/BigDataSE/ISPA 2016

作者： Wang, Yan Wang, Lirong Chen, Xiaohe Zhu, Wenliang School of Electronic and Information Engineering Soochow University China Suzhou Institute of Biomedical Engineering and Technology Chinese Academy of Sciences China

ISBN: (纸本)9781509032051

Automatic detection of P-wave in an electrocardiogram(ECG) is a crucial task in diagnosis of the presence of arrhythmias. In this paper, we proposed an improved method based on distance transform. Distance transform is an efficient method for locating P-wave critical points, corresponding to subjective judgment of cardiologists. Auxiliary algorithms have also been introduced to improve the precision of distance transform, such as recognition of horizontal segments and rising or declining segment, then, feedback comes to narrow or widen the P wave searching area for the need of distance transform. The method is validated through a QT database. The experiments show that our method provides good results. The average error of P-wave onsets, ends and P-wave location is 8.5ms,10.4ms, and 7.6ms, and P wave boundary point detection accuracy is 98.9%, 97.8% respectively. © 2016 IEEE.

关键词： Electrocardiograms

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DRAS: A Scheduling Algorithm for Cloud-Based DAG with Deadline Constraints 21

DRAS: A Scheduling Algorithm for Cloud-Based DAG with Deadli...

引用

21st IEEE international symposium on Parallel and distributed Processing with applications, 13th IEEE international Conference on Big Data and Cloud computing, 16th IEEE international Conference on Social computing and Networking and 13th international Conference on Sustainable computing and Communications, ISPA/BDCloud/SocialCom/SustainCom 2023

作者： Zheng, Wei Deng, Jinglong Nan, Zihan Lin, Peixuan Hong, Yue Xiamen University Department of Computer Science Xiamen China Beijing Jiaotong University Department of Computer Science Beijing China

ISBN: (纸本)9798350329223

The scheduling problem of Directed Acyclic Graph (DAG) with deadline constraints in a cloud computing environment has not been thoroughly studied. This paper concentrates on maximizing resource utilization and scheduling success rate in such scenarios. To achieve this, a scheduling algorithm based on dynamic downward rank and average input duration(DRAS) is proposed. This algorithm builds upon an enhanced version of the list scheduling approach. The DRAS algorithm is compared with four other scheduling algorithms to evaluate its performance. The comparative analysis demonstrates that the DRAS algorithm outperforms the other algorithms in terms of resource utilization and scheduling success rate. © 2023 IEEE.

关键词： Scheduling algorithms

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Performance modeling for entity-level simulations

Performance modeling for entity-level simulations

引用

international Parallel and distributed Processing symposium, IPDPS 2003

作者： Su, Alan Berman, Fran Casanova, Henri Computer Science and Engineering Department University of California San Diego United States San Diego Supercomputer Center University of California San Diego United States

ISBN: (纸本)0769519261

Advances across many fields of study are driving changes in the basic nature of scientific computing applications. Scientists have recognized a growing need to study phenomena by explicitly modeling interactions among individual entities, rather than by simply modeling approximate collective behavior. This entity-level approach has emerged as a promising new direction in a number of scientific fields. One of the challenges inhibiting the entity-level approach is the substantial resource requirements it entails. Unfortunately, such applications exhibit characteristics and behaviors which render traditional parallel computing techniques ineffective. Well-defined methodologies for achieving scalable performance on distributed computing platforms are needed. As an important first step, we present an abstract application model for entity-level applications, and we instantiate it for a case-study immunology application. Our experiments confirm that this model tracks application performance trends sufficiently well to study scheduling issues pertaining to entity-level applications. We identify a scalability problem inherent to the entity-level approach and use our model to quantify the potential performance improvements that remapping strategies may yield. © 2003 IEEE.

关键词： distributed computer systems

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An Edge-oriented Deep Learning Model Security Assessment Framework 21

An Edge-oriented Deep Learning Model Security Assessment Fra...

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作者： Wang, Pengbo Zhang, Boyin Zhang, Shigeng Liu, Xuan Central South University School of Computer Science and Engineering ChangSha China Hunan University College of Computer Science and Electronic Engineering ChangSha China

ISBN: (纸本)9798350329223

As computer performance advances and deep learning models proliferate, their applications expand, but concerns arise due to their opaque nature and security issues. Edge intelligence requires more from these models but faces limitations like insufficient computing power and memory. Existing research on model compression mainly focuses on the trade-off between compression and accuracy, neglecting deployment at the edge and its impact on factors beyond accuracy. Furthermore, evaluation methods for model performance and robustness in compression techniques are underdeveloped. To address these issues, this paper introduces a comprehensive framework for evaluating edge intelligence deep learning models. It conducts a thorough assessment of these models on common image classification datasets, comparing their performance with three compression algorithms and analyzing their security implications. The proposed framework aims to provide a holistic assessment of deep learning models, promoting trustworthy edge intelligence, enabling secure deployments, and enhancing understanding of model decision-making processes. © 2023 IEEE.

关键词： Classification (of information)

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Toward complex search for encrypted cloud data via blind index storage 15

Toward complex search for encrypted cloud data via blind ind...

引用

15th IEEE international symposium on Parallel and distributed Processing with applications and 16th IEEE international Conference on Ubiquitous computing and Communications, ISPA/IUCC 2017

作者： Hu, Yupeng Li, Wenjia Ma, Mengyi Cao, Na Liu, Yonghe Qin, Zheng Wang, Jia College of Computer Science and Electronic Engineering Hunan University China Department of Computer Science New York Institute of Technology United States Department of Computer Science and Engineering UT-Arlington United States Training Department National University of Defense Technology China

ISBN: (纸本)9781538637906

With the rapid development of cloud storage systems in recent years, end users generally outsource their data to external cloud servers for better scalability and usability. These outsourced data generally need to be encrypted before uploading due to privacy concerns of data owners. This creates a critical challenge on the accuracy of searches over the encrypted cloud data. In this paper, we develop a searchable symmetric encryption scheme for any arbitrary multi-dimensional keyword query with range query over encrypted data such as the electronic medical record data in the multi-owner multi-user environment. Within this framework, we leverage an efficient index to enrich the search conditions, and adopt an index blind storage scheme called IBS to enhance the security of the search process. Security analysis demonstrates that the proposed framework can achieve confidentiality of documents and index, trapdoor privacy, identity privacy, and the concealing of access patterns. Experimental results demonstrate that the proposed scheme can achieve excellent scalability and improved search efficiency compared to existing schemes facing similar search requests. © 2017 IEEE.

关键词： Access control

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Benchmarking the CLI for I/O-intensive computing

Benchmarking the CLI for I/O-intensive computing

引用

19th IEEE international Parallel and distributed Processing symposium, IPDPS 2005

作者： Qin, Xiao Xie, Tao Nathan, Ahalya Tadepalli, Vijaya K. Department of Computer Science New Mexico Institute of Mining and Technology Socorro NM 87801 Department of Computer Science and Engineering University of Nebraska-Lincoln Lincoln NE 68588-0115

ISBN: (纸本)0769523129

Common Language Infrastructure, or CLI, is a standardized virtual machine, which increasingly becomes popular on a wide range of platforms. In this paper we developed three I/O-intensive benchmarks for the CLI using various techniques. The first benchmark is designed in accordance with an application behavioural model that rebuilds the behavior of real world I/O-intensive applications. The second benchmark is a trace driven simulator that simulates five I/O-intensive applications. The third benchmark is a micro I/O-Intensive benchmark used to emulate a simple web server. In addition, the performances of the benchmarks are evaluated on the SSCLI. The results suggest that the CLI is a potential virtual machine for I/O-intensive computing.

关键词： distributed computer systems

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Geo-distribute Cloud applications at the Edge 27th

Geo-distribute Cloud Applications at the Edge

引用

27th international European Conference on Parallel and distributed computing (Euro-Par)

作者： Cherrueau, Ronan-Alexandre Delavergne, Marie Lebre, Adrien INRIA LS2N Lab Nantes France

ISBN: (纸本)9783030856656;9783030856649

With the arrival of the edge computing a new challenge arises for cloud applications: How to benefit from geo-distribution (locality) while dealing with inherent constraints of wide-area network links? The admitted approach consists in modifying cloud applications by entangling geo-distribution aspects in the business logic using distributed data stores. However, this makes the code intricate and contradicts the software engineering principle of externalizing concerns. We propose a different approach that relies on the modularity property of microservices applications: (i) one instance of an application is deployed at each edge location, making the system more robust to network partitions (local requests can still be satisfied), and (ii) collaboration between instances can be programmed outside of the application in a generic manner thanks to a service mesh. We validate the relevance of our proposal on a real use-case: geo-distributing OpenStack, a modular application composed of 13 million of lines of code and more than 150 services.

关键词： Edge computing Resource sharing DSL Service composition Service mesh Modularity

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Analyzing the robustness of scheduling algorithms using divisible load theory on heterogeneous systems

Analyzing the robustness of scheduling algorithms using divi...

引用

2013 IEEE 12th international symposium on Parallel and distributed computing, ISPDC 2013

作者： Balasubramaniam, Mahadevan Banicescu, Ioana Ciorba, Florina M. Department of Computer Science and Engineering Mississippi State University MS United States Technische Universität Dresden Dresden Germany

ISBN: (纸本)9780769550183

Arbitrarily divisible workloads are present in a large class of scientific applications, such as N-body simulations, Monte Carlo simulations, CFD applications, and others. Divisible load theory (DLT) provides a tractable approach to the scheduling of arbitrarily divisible workloads. High performance parallel and distributed systems may operate in an unreliable environment, and a robust system is expected to deliver a certain level of performance when operating in such an environment. To the best of our knowledge, this is the first work to study and analyze the robustness of DLT algorithms. Using simulations, a study of the resiliency of DLT to variations in certain system features, such as the network latency, the network bandwidth, and the processor availability on a single level tree topology is presented. The simulation results demonstrate the robustness of the DLT algorithms under certain application and system characteristics. © 2013 IEEE.

关键词： Scheduling algorithms

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A comparative study of parallel and distributed Java projects for heterogeneous systems 16

A comparative study of parallel and distributed Java project...

引用

16th international Parallel and distributed Processing symposium, IPDPS 2002

作者： Al-Jaroodi, J. Mohamed, N. Jiang, Hong Swanson, D. Department of Computer Science and Engineering University of Nebraska - Lincoln LincolnNE68588-0115 United States

ISBN: (纸本)0769515738

During the last few years, the concepts of cluster computing and heterogeneous networked systems have received increasing interest. The popularity of using Java for developing parallel and distributed applications that run on heterogeneous distributed systems has also grown rapidly. This paper is a survey of the current projects in parallel and distributed Java. These projects' main common objective is to utilize the available heterogeneous systems to provide high performance computing using Java. These projects were studied, compared and classified based on the approaches used. The study shows three major approaches. One is to develop a system that replaces the Java virtual machine (JVM) or utilizes the available parallel infrastructure such as MPI or PVM. Another is to provide seamless parallelization of multi-threaded applications. The third is to provide a pure Java implementation by adding classes and features that support parallel Java programming. In addition, a number of open issues are identified and discussed in this paper. © 2002 IEEE.

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Information computing and applications 1

引用

丛书名： Lecture Notes in Computer science

1000年

作者： Baoxiang Liu Chunlai Chai

ISBN: (数字)9783642252556

ISBN: (纸本)9783642252549

This book constitutes the refereed proceedings of the Second international Conference on Information computing and applications, ICICA 2010, held in Qinhuangdao, China, in October 2011.;The 97 papers presented were carefully reviewed and selected from numerous submissions. They are organized in topical sections on computational economics and finance, computational statistics, mobile computing and applications, social networking and computing, intelligent computing and applications, internet and Web computing, paralelle and distributed computing, and system simulation and computing.

关键词： Computer Communication Networks Algorithm Analysis and Problem Complexity Software engineering Information Systems applications (incl. Internet) Probability and Statistics in Computer science IT in business

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