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Chapter and Conference Paper
ECG Arrhythmia Heartbeat Classification Using Deep Learning Networks
The electrocardiogram (ECG) records the process of depolarization and repolarization of the heart and contains many important details related to the condition of the human heart. In this paper, we designed fou...
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Chapter and Conference Paper
Cheetah: An Adaptive User-Space Cache for Non-volatile Main Memory File Systems
Over the past decade, most NVMM file systems have been designed without detailed knowledge of real NVDIMMs. With the release of Intel Optane DC Persistent Memory, researchers find that the performance characte...
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Chapter and Conference Paper
Redesigning the Sorting Engine for Persistent Memory
Emerging persistent memory (PM, also termed as non-volatile memory) technologies can promise large capacity, non-volatility, byte-addressability and DRAM-comparable access latency. Such amazing features have i...
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Chapter and Conference Paper
Weighted NMF-Based Multiple Sparse Views Clustering for Web Items
Many web items contain different types of information resources such as user profile, comments, users preference and so on. All these aspects can be seen as different views of real-world datasets and often adm...
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Chapter and Conference Paper
A Novel Search Interval Forecasting Optimization Algorithm
In this paper, we propose a novel search interval forecasting (SIF) optimization algorithm for global numerical optimization. In the SIF algorithm, the information accumulated in the previous iteration of the ...
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Chapter and Conference Paper
Multi-agent Negotiation Model for Resource Allocation in Grid Environment
Due to the resources in the Grid are heterogeneous and geographically distributed, the management of resources and application scheduling in large-scale distributed Grid environment is a complex undertaking. I...
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Chapter and Conference Paper
A Workflow-Oriented Scripting Language Based on BPEL4WS
This paper proposes a high-level scripting language, which can be used to express workflow for scientific and engineering tasks running on Computing Grid. Since it is difficult for common computing users to ex...
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Chapter and Conference Paper
Towards Building Intelligent Transportation Information Service System on Grid
Poor interpretability of current transportation systems has become an obstacle to further develop the intelligent transportation systems (ITS). Our design and implementation of intelligent transportation infor...
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Chapter and Conference Paper
Grid-Enabled Medical Image Processing Application System Based on OGSA-DAI Techniques
Grid-enabled Medical Image Processing Application System (MIP-Grid) based on OGSA-DAI techniques aims at providing high performance medical image process services in a large distributed grid computing environm...
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Chapter and Conference Paper
A Web-Based System for Adaptive Data Transfer in Grid
Appearance of GridFTP in Grid won’t substitute the old data transfer protocols, however, existing data servers confuse the users and applications. There is no unified data accessing approach. This paper propos...
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Chapter and Conference Paper
Routing Algorithm Using SkipNet and Small-World for Peer-to-Peer System
In this paper, we design a new routing algorithm using SkipNet and Small-World for peer-to-peer system. The algorithm divides the routing space into two layers, SkipNet layer and Small-World layer. In the Skip...
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Chapter and Conference Paper
An Identity-Based Model for Grid Security Infrastructure
In this paper, we propose a grid security infrastructure based on identity cryptography. We mainly discuss the grid security authentication and authorization architecture by using Tate Pairing. We propose a pr...
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Chapter and Conference Paper
ShanghaiGrid: A Grid Prototype for Metropolis Information Services
The goal of ShanghaiGrid is providing information services to the people. It aims at constructing a metropolitan-area information service infrastructure and establishing an open standard for widespread upper-l...
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Chapter and Conference Paper
An Identity-Based Grid Security Infrastructure Model
Grid security is a wide topic, touching many of the core issues in information security. It is an area that has been overlooked by the established grid community. In this paper, We explore some roles of identi...
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Chapter and Conference Paper
Optimizing Java Based Web Services by Partial Evaluation
Recently, web service is growing more and more popular. Java is a representative language to implement web based services. But its platform independency slows its running speed. Partial evaluation can be used ...
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Chapter and Conference Paper
LFC-K Cache Replacement Algorithm for Grid Index Information Service (GIIS)
Traditional cache replacement algorithms are not easily applicable to a dynamic and heterogeneous environment. Moreover, the frequently used hit-ratio and byte-hit ratio are not appropriate measures in grid ap...
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Chapter and Conference Paper
Partially Evaluating Grid Services by DJmix
Conventionally, middleware and modularity technologies are adopted to comply with the changing characteristics of distributed computing environments, however, which gives rise to some inefficiency for generic ...
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Chapter and Conference Paper
Distributed Information Retrieval Based on Hierarchical Semantic Overlay Network
One fundamental problem that confronts information retrieval is to efficiently support query with higher accuracy and less logic hops. This paper presents HSPIR (Hierarchical Semantic P2P-based Information Ret...