Volume 4, Issue 1

On the Internet Traffic Classification: a Multi-criteria Decision Making Approach
Original Research
Traffic classification is a process which categorizes computer network traffic according to various parameters into a number of classes or applications. The interest of internet traffic classification methods has greatly increased over the last decade. The classification methods based on the port number, or based on the payload, suffer from a number of problems, such as the dynamic port allocation and the encrypted applications. For these reasons, new approaches have been proposed without the need to know the port number, typically centered on the statistical behavior of the traffic. In this paper, we develop a novel approach based on multi-criteria decision making methods that achieves a higher significant filtering on the traffic parameters in order to obtain more accurate classification results.
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Journal of Computer Sciences and Applications. 2016, 4(1), 20-26. DOI: 10.12691/jcsa-4-1-4
Pub. Date: May 12, 2016
20664 Views5429 Downloads2 Likes
Automated Personal Finance System (Pay App) for College and University Students in Developing Countries. A Case for Egerton University
Original Research
Financial management and budgeting although not seriously taken into consideration as major contributor towards smooth learning for students, is a very crucial element in students’ successful completion of their courses in the universities or colleges. This paper presents a research on the need for the proper finance management an discusses a mobile application, “Pay-App”, which offers an alternative approach to traditional income spending and seeking to make the otherwise idle/unplanned/misused income more productive by adding useful functionalities that are unique and bespoke to the users. The paper takes a comprehensive look into the revolution of payment and money transfer schemes specifically the use of modern mobile payment platforms offered by the various available mobile and internet service providers. A small survey on where students’ income come from, how spent, and the need for a students’ financial system. The proposed application uses the concept of accounts (cash boxes) to represent each budget item whereby an income that a person receives is distributed to the various accounts using prescribed formulae. The formulae consider priorities of a budget item, amounts required, period to achieve a target among other parameters. In order to justify the need for such a system in the community (University environment was chosen as a sampling environment), the researchers distributed questionnaires to a target population and observations made. This was to help in finding out if such system would be practical and useful to various individuals earning an income (regularly or irregularly) and fall into various income brackets. After conducting the research, it was observed that a majority of the people preferred to have an automated system of redistributing money into their various budget target entities in an organized and prioritized fashion. The proposed system is unique in its ability to tie its users to a well-managed financial discipline that allows them to avoid reckless spending habits which lead to a common state of financial depression. University environment was chosen as students have a tendency of overspending during the first days of the semester and unable to control any other income they generate within the semester. In the absence of such a financial system, students tend to think that the money they have is a lot and tempts them to experiment with harmful activities like drugs, buying expensive gadgets, and getting involved with other undesired characters. Such financial spending could have been avoided altogether, had a proper cash-management mechanism been adopted. This also would help in training the students in proper money managements and evade various dangerous activities. The same applies to communities with low and irregular income like the “jua kali” sector and other small and medium entrepreneurs (SMEs). When these people gets a pay, they also tend to feel that the money is much and enter celebration mood that Leeds to misuse of money, inability to take care of their families and in some cases lead to poor health of the individuals. The paper therefore discusses, training of students and low income earners on spending (social) and an innovation in computer application (technical) that helping people become wise spenders.
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Journal of Computer Sciences and Applications. 2016, 4(1), 14-19. DOI: 10.12691/jcsa-4-1-3
Pub. Date: April 06, 2016
15842 Views4835 Downloads1 Likes
Modeling for Fault Tolerance in Cloud Computing Environment
Original Research
Due to emergence of cloud computing, many traditional issues have been eliminated or reduced. Cloud computing is on demand computing in which processing is done on remote computer hence the chances of errors is more due to communication delay, latency or loss of control over computing node. These are the important issue that’s why cloud computing infrastructure should be fault tolerant as well as designed to schedule tasks must be properly handled. The present paper deals with the understanding of fault tolerance techniques in cloud environments and comparison with various models on various parameters have been done. Fault tolerance technique is studied with the help of well known object-oriented language Unified Modeling Language and state diagrams are designed and validated through the concepts of Finite State Machine.
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Journal of Computer Sciences and Applications. 2016, 4(1), 9-13. DOI: 10.12691/jcsa-4-1-2
Pub. Date: March 01, 2016
17251 Views5546 Downloads1 Likes
Enhancing Social Media Experience by Usage of User-Defined Nicknames as Additional Identifiers for Online Interaction
Original Research
Recent years have seen the rise of various social media platforms that allow for content sharing and social networking. Though some social media platforms allow identifying group tags or channel tagging using ‘@’ or ‘#’ symbols respectively, there has been, however, a lack of user customization in the field since a user has to remember a person by the name they give on their social media during sign up. In this paper, we seek to propose an alternative basis by which users would be able to save and then search for their friends by the names with which they identify them in real life (nicknames). We also discuss how the proposed system can be used in chat systems for identifying users and while tagging friends using the similar concept of ‘@’ symbol, as they find application on social media like Facebook, Twitter, etc.
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Journal of Computer Sciences and Applications. 2016, 4(1), 1-8. DOI: 10.12691/jcsa-4-1-1
Pub. Date: February 17, 2016
18256 Views5757 Downloads3 Likes