International Journal of Networked and Distributed Computing
Volume 6, Issue 3, July 2018
Research Article
1. An Entropy-Based Metric of Developer Contribution in Open Source Development and Its Application to Fault-Prone Program Analysis*
Kazuki Yamauchi, Hirohisa Aman, Sousuke Amasaki, Tomoyuki Yokogawa, Minoru Kawahara
Pages: 118 - 132
To support successful quality managements of open source software (OSS) projects, this paper proposes to measure the balance of developers’ contributions to a source file as an entropy. Through an analysis of data collected from 10 popular OSS projects, the following trends are reported: a source file...
Research Article
2. Customer Prediction using Parking Logs with Recurrent Neural Networks
Liaq Mudassar, Yung-Cheol Byun
Pages: 133 - 142
Neural Networks have been performing state of the art for almost a decade now; when it comes to classification and prediction domains. Within last few years, neural networks have been improved tremendously and their performance is even better than humans in some domains, e.g. AlphaGo vs Lee Sedol and...
Research Article
3. A Formal Model of Peer-to-Peer Digital Product Marketplace
Sylvanus A. Ehikioya
Pages: 143 - 154
Peer-to-peer (P2P) electronic commerce has become increasingly popular over the last few years. This popularity of P2P is due mainly to the many advantages it offers, such as the ease of sharing of computer resources and reducing cost. This paper uses both semi-formal and formal specification methods...
Research Article
4. One to One Identification of Cryptosystem Using Fisher’s Discriminant Analysis
Xinyi Hu, Yaqun Zhao
Pages: 155 - 173
Distiguishing analysis is an important part of cryptanalysis. It is an important content of discriminating analysis that how to identify ciphertext is encrypted by which cryptosystems when it knows only ciphertext. In this paper, Fisher’s discriminant analysis (FDA), which is based on statistical method...
Research Article
5. A Triggered Delay-based Approach against Cache Privacy Attack in NDN
Naveen Kumar, Ashutosh Kumar Singh, Shashank Srivastava
Pages: 174 - 184
Content caching is one of the most significant features of Named Data Networking (NDN) that improves the performance. However, this feature makes the cache vulnerable to attacks that determine the recent cache access pattern. In cache privacy attack, an attacker can probe request and determine if the...
Research Article
6. Estimating Procedure for Function Point and Development Cost in South Korea
Byeongdo Kang, Jongseok Lee
Pages: 185 - 194
This paper introduces the practical guidelines for function point analysis in the Republic of Korea. Korean government recommends that Function Point Analysis should be adopted as a standard method for measuring the functional size of software. Function Point was proposed by an international organization....