An Integrated Cluster Analysis and Validity Test Platform for the Compression based Clustering Approach

Cernian, Alexandra; Carstoiu, Dorin; Olteanu, Alexandra; Sgarciu, Valentin

doi:10.24846/v24i2y201503

“…Regardless of being a form of open network or closed network, the basic structure operates as an application service, through connection with an enterprise subsystem [1,2]. The security control in EPCglobal security guideline is designed in order to reduce business risk related to the RFID system [3].…”

Section: Related Workmentioning

confidence: 99%

“…Using RFID improves work efficiency, and enables more effective management of stocks and tracing of products in overall logistics movement. A further advantage is offered, in that the level of integrity can be enhanced, while reducing the loss rate of the product [2,3]. However, a priority is to solve the issue of security of logistics information for an efficient logistics processing service in the RFID-based international logistics service platform.…”

Section: Introductionmentioning

confidence: 99%

A Hybrid MPI+OpenMP Application for Processing Big Trajectory Data

Shin¹,

Ju²,

Kang³

et al. 2015

SIC

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Abstract:The recent RFID-based logistics environment enables significant improvement of business efficiency. However, to support an efficient logistics processing service in the RFID-based international logistics service platform, it is required security risk analysis and security control model. In this paper, we have analyzed and figured out requirements of the security for the efficient international RFID-based logistics service. It is possible to construct own security policy for each enterprise using RBAC. The security policy includes definition of subjects, objects, permissions, roles, role hierarchy and constraints of the enterprise. And we proposed an RBAC-based security control model, reflecting security requirements in an international logistics process and constraints of the access control model have been represented as UML. We presented example scenario and implemented the prototype system for the verification of the proposed security model for international logistics. The proposed security control model is useful to reduce business risk in international logistics.Keywords: RFID, International Logistics, RBAC, Security Control, Access Control Constraints.Framework) for each enterprise to construct its own security policy such as roles, permissions, sessions and constraints of the organization. Existing RFID-based international logistics platforms could become exposed to threats and security risks. Therefore we need flexible security control model for the protection of not only RFID threats but also enterprise level risks. RBAC is a powerful and flexible security access control model. So it can be applied to solve these problems.The rest of the paper is organized as follows. Section 2 describes the security guideline of the RFID system. We explain requirements of security in the EPC network application service based on RFID in section 3 and figure out security analysis in section 4. In section 5, we propose an RBAC-based security control model for the international logistics process and represent constraints of access control using UML. And section 6 contains example scenario and implementation of the proposed security model. Lastly a brief conclusion is presented in section 7. Related WorksThe EPCglobal architecture framework is to be serviced for a mutual goal that intensifies the distribution/supply network by using EPC. EPCglobal network is a system that grants an identification number on a product based on RFID technology and EPC code, and conveys information related to the product for suppliers and consumers, by connecting a storage space of information into the network. In other words, EPCglobal network serves as a standard that makes it feasible to collect more than one EPC data from multiple-data resources, such as RFID reader, and report them in diverse form, by filtering and grouping them according to customized order from consumers, and to store data processed on the EPC IS (Information Services). EPCglobal network provides independence between application business logics and infrastructure...

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“…EPCglobal Network provides standards for the structure, meaning and delivery method of RFID tag information [2]. And each company manages all the information derived from the EPCglobal Network.…”

Section: Introductionmentioning

confidence: 99%

Applying RBAC Security Control Model to Manufacturing and Logistics Service Platform

SHIN¹,

JU²,

KANG³

et al. 2015

SIC

0

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Abstract:The recent RFID-based logistics environment enables significant improvement of business efficiency. However, to support an efficient logistics processing service in the RFID-based international logistics service platform, it is required security risk analysis and security control model. In this paper, we have analyzed and figured out requirements of the security for the efficient international RFID-based logistics service. It is possible to construct own security policy for each enterprise using RBAC. The security policy includes definition of subjects, objects, permissions, roles, role hierarchy and constraints of the enterprise. And we proposed an RBAC-based security control model, reflecting security requirements in an international logistics process and constraints of the access control model have been represented as UML. We presented example scenario and implemented the prototype system for the verification of the proposed security model for international logistics. The proposed security control model is useful to reduce business risk in international logistics.Keywords: RFID, International Logistics, RBAC, Security Control, Access Control Constraints.Framework) for each enterprise to construct its own security policy such as roles, permissions, sessions and constraints of the organization. Existing RFID-based international logistics platforms could become exposed to threats and security risks. Therefore we need flexible security control model for the protection of not only RFID threats but also enterprise level risks. RBAC is a powerful and flexible security access control model. So it can be applied to solve these problems.The rest of the paper is organized as follows. Section 2 describes the security guideline of the RFID system. We explain requirements of security in the EPC network application service based on RFID in section 3 and figure out security analysis in section 4. In section 5, we propose an RBAC-based security control model for the international logistics process and represent constraints of access control using UML. And section 6 contains example scenario and implementation of the proposed security model. Lastly a brief conclusion is presented in section 7. Related WorksThe EPCglobal architecture framework is to be serviced for a mutual goal that intensifies the distribution/supply network by using EPC. EPCglobal network is a system that grants an identification number on a product based on RFID technology and EPC code, and conveys information related to the product for suppliers and consumers, by connecting a storage space of information into the network. In other words, EPCglobal network serves as a standard that makes it feasible to collect more than one EPC data from multiple-data resources, such as RFID reader, and report them in diverse form, by filtering and grouping them according to customized order from consumers, and to store data processed on the EPC IS (Information Services). EPCglobal network provides independence between application business logics and infrastructure...

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Research on Ethanol Coupling to Prepare C4 Olefins Based on BP Neural Network and Cluster Analysis

Zhang

¹

,

Zhan

²

,

Hu

³

et al. 2022

Journal of Chemistry

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Ethanol, as a clean energy source, is an ideal raw material for the preparation of C4 olefins, but there are few studies on the preparation of C4 olefins by the coupling of ethanol. This research is based on the data from Question B of the 2021 Chinese Contemporary Undergraduate Mathematical Contest in Modeling. The researchers firstly perform data interpolation and visualization processing on the original data. Secondly, based on the two-dimensional visualization analysis, we cluster the different catalyst combinations; divide the influencing factors into temperature, Co/SiO2 and HAP loading ratio, Co loading, and ethanol concentration; and construct a quaternary linear regression equation that affects ethanol conversion rate and C4 olefin selectivity. Finally, according to the three-dimensional spatial visualization analysis and using the BP neural network model training data, we obtain that under the conditions of using loading method I, catalyst combination type 200 mg 0.5 wt% Co/SiO2-200 mg HAP-ethanol concentration 0.9 ml/min and temperature 450°C, the yield of C4 olefins can reach the maximum. This study provides new research ideas and methods for the preparation of C4 olefins from ethanol.

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An Integrated Cluster Analysis and Validity Test Platform for the Compression based Clustering Approach

Cited by 3 publications

References 1 publication

A Hybrid MPI+OpenMP Application for Processing Big Trajectory Data

A Hybrid MPI+OpenMP Application for Processing Big Trajectory Data

Applying RBAC Security Control Model to Manufacturing and Logistics Service Platform

Research on Ethanol Coupling to Prepare C4 Olefins Based on BP Neural Network and Cluster Analysis

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