Data Mining - Concepts and Techniques.

The objective of this paper is to give a comprehensive introduction to applied cryptography with an engineer or computer scientist in mind. The emphasis is on the knowledge needed to create practical systems which supports integrity, confidentiality, or authenticity. Topics covered includes an introduction to the concepts in cryptography, attacks against cryptographic systems, key use and handling, random bit generation, encryption modes, and message authentication codes. Recommendations on algorithms and further reading is given in the end of the paper. This paper should make the reader able to build, understand and evaluate system descriptions and designs based on the cryptographic components described in the paper.

[서평]「Applied Cryptography」

Matrix Factorization Techniques for Recommender Systems

Self-Directed Learning, A Guide for Learners and Teachers

In this paper, the analysis of recent advances in genetic algorithms is discussed. The genetic algorithms of great interest in research community are selected for analysis. This review will help the new and demanding researchers to provide the wider vision of genetic algorithms. The well-known algorithms and their implementation are presented with their pros and cons. The genetic operators and their usages are discussed with the aim of facilitating new researchers. The different research domains involved in genetic algorithms are covered. The future research directions in the area of genetic operators, fitness function and hybrid algorithms are discussed. This structured review will be helpful for research and graduate teaching.

/pdf/a-review-on-genetic-algorithm-past-present-and-future-2o5y8ru178.pdf

A review on genetic algorithm: past, present, and future

With the evolution of computer science technology the concept of clouds are kept booming. The management of a large number of computer and peripheral equipment becomes an important issue. For centrally managing such a large number of computers and peripheral equipment scattered in many long-distance locations, the IP-based peripheral equipment is presented in the market today. The smart automatic management which includes automatically handling the common equipment status and controlling the number of running computer is neglected. In addition, managers will usually want a semantic way to think about how to control these devices. This paper presents a user-configurable semantic control system which allows users define their own automation control processes. The prediction of computer status is used for energy control, and the intelligent home language SHPL is also adopted to describe the semantics of the process. The system achieves the cross-device automatic management using device status and the power-saving functionality is also provided.

Automatic rack cabinet management system for data center

This paper presents a efficient digit-serial GF(\( 2^{m} \)) multiplier. The proposed architecture using digit-serial of concept to combine the principle of Karatsuba multiplier which can reduce circuit space complexity, also it is suitable for Elliptic Curve Cryptography (ECC) technology. We knows that the password system’s operation core is a multiplier, however that password system’s multiplier is very big, so it is necessary for reduce the area and time’s complexity. This paper is implement three smaller multiplier and digit-serial in FPGA to reduce time and area complexity. This method uses \( \frac{3dm}{2} \) AND gate, 6 m + n+ \( \frac{3dm}{2} + \frac{m}{2} \) +d-7 XORs and 3 m-3 registers. The paper using Altera FPGA Quartus II to simulate four different multipliers, 36 × 36, 84 × 84, 126 × 126 and 204 × 204, and implemented on Cyclone II EP2C70F896C8 experimental platform. The experimental results show that the proposed multipliers have lower time complexity than the existing digit-serial structures. The proposed architecture can reduce the time × space complexity decreasing when the bit-size of multiplier is increasing.

Efficient Digit-Serial Multiplier Employing Karatsuba Algorithm

The bandwidth of crossbar multiprocessor systems is analysed for the general memory reference model. Previous solutions are restricted to several specified models: uniform memory reference, favorite memory reference and hot-spot; the presented analysis includes these as special cases.

https://ir.nctu.edu.tw:443/bitstream/11536/2818/1/A1993NE96700020.pdf

Bandwidth of crossbars for general reference model

Construct web applications to provide dynamic, personalized web contents with high scalability and performance is a challenge to the software industry in the next century. In most available solutions, load balancing and caching mechanisms are introduced in front of web servers to reduce workload. In this paper we present Content Request Markup Language (CRML), an enabling technique for distributed XML processing at the content level. CRML is a language based on emerging XML standards, XSLT and XPATH, to publish XML-based content over HTTP protocol. It provides hints to construct a distributed framework to support parallel XML-based content publishing. In addition, the content from databases or other sources could be cached before or after processing in block or page level. With the parallel content publishing and the caching mechanism, the CRML could provide a high performance platform for fully customized web service.

Content Request Markup Language (CRML): A Distributed Framework for XML-Based Content Publishing

This study examined the usefulness of networked workshop instructtion, an instructional method that emphasizes presentation, discussion, evaluation, and knowledge construction. In workshop instruction, web-based peer assessment was used to evaluate students' performance. Twenty-four computer and information science graduate students enrolled in a course "Web and Data-base Integration" and were assigned to nine teams. Each team was instructed to design a web-based system capable of performing certain functions. Functioning similar to how researchers and scientists would in a workshop, participants orally presented their ideas and web-based peer assessment was conducted to increase critical feedback during a team designs their own product. One creative products and qualitative comments from professors were presented to demonstrate the students' high quality achievement.

Shyan-Ming Yuan

Papers

Automatic rack cabinet management system for data center

Efficient Digit-Serial Multiplier Employing Karatsuba Algorithm

Bandwidth of crossbars for general reference model

Content Request Markup Language (CRML): A Distributed Framework for XML-Based Content Publishing

Using Networked Workshop System to Enhance Creative Design