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Chapter and Conference Paper
Research on Innovative Web Information System Based on Grid Environment
An innovative WIS (Web Information System) based on grid environment is presented in this paper. At first, we talk about related technologies using in the area. Then, we give out the detailed design and implem...
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Chapter and Conference Paper
The Research of Scientific Computing Environment on Scilab
The paper focuses on the implements of distributed parallel computing on Scilab, a wide-used Grid environment. Netbutterfly Grid Computing System (NGCS) is designed , Some of key issues, such as the architectu...
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Chapter and Conference Paper
Using IRP for Malware Detection
Run-time malware detection strategies are efficient and robust, which get more and more attention. In this paper, we use I/O Request Package (IRP) sequences for malware detection. N-gram will be used to analyz...
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Chapter and Conference Paper
Research on Novel Fuzzy and Intelligent Resource Management in Grid Computing
Resource management and scheduling are the most important problems in grid computing. This paper tries to present a novel Agent & Small-world theory based Grid resource management model (A_Swt_Grm) and related...
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Article
Concurrent workflow budget- and deadline-constrained scheduling in heterogeneous distributed environments
In heterogeneous distributed environment, it is a great challenge to schedule multiple workflows submitted at different times. Particularly, scheduling of concurrent workflows with deadline and budget constrai...
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Article
A Dependency-Aware Storage Schema Selection Mechanism for In-Memory Big Data Computing Frameworks
Artificial intelligence applications that greatly depend on deep learning and compute vision processing becomes popular. Their strong demands for low-latency or real-time services make Spark, an in-memory big ...
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Chapter and Conference Paper
Shadow Data: A Method to Optimize Incremental Synchronization in Data Center
With the continuous increase of data, the data center that plays the role of backup is facing the problem of energy hunger. In practice, to reduce the bandwidth, the local data is synchronized to the data cent...
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Article
A Task-Aware Fine-Grained Storage Selection Mechanism for In-Memory Big Data Computing Frameworks
In-memory big data computing, widely used in hot areas such as deep learning and artificial intelligence, can meet the demands of ultra-low latency service and real-time data analysis. However, existing in-mem...
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Article
A novel approach for CPU load prediction of cloud server combining denoising and error correction
Computer servers in cloud data centers are known to consume a huge amount of energy in their operations. For energy saving, load balancing has been used but it is only effective when CPU loads are predicted ac...
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Article
Open AccessEnhancement of damaged-image prediction based on digital twin technology
Digital twins have revolutionized the field of image enhancement by applying their unique capabilities. A digital twin refers to a virtual replica of a physical object or system, which can be utilized to simul...
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Article
Exploration of low-resource language-oriented machine translation system of genetic algorithm-optimized hyper-task network under cloud platform technology
To improve the quality and efficiency of machine translation (MT) for low-resource languages (LRLs), this paper analyzes the application of genetic algorithm (GA) under the background of cloud computing (CC). ...
