Seena Elizebeth Mathew ¹, A. Pauline ¹

Affiliations
1 Department of Computer Science and Engineering, MVJ College of Engineering, Near ITPB, Whitefield, Bangalore-560 067, Karnataka, IN

Abstract

Objectives: The system which is under the control of Bot master is called Bot. Botnet refers to the network of bots. Hypertext Transfer Protocol (HTTP) Botnet use HTTP protocol for communication. Findings: HTTP Botnet is difficult to detect since their features are somewhat similar to normal HTTP traffic1. Genetic algorithm Based detection method results in better analysis of botnet attacks. However, it sets the initialization pool by picking the values randomly and can assure only less false positive rate. Novelty: This paper proposes System Dynamics (SD) based Genetic Algorithm for improving the efficiency of Genetic algorithm and hence the botnet detection.

Keywords

Genetic Algorithm, HTTP Botnet, Layered Detection, System Dynamics.

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Supriya V. Sullad ¹, A. Pauline ¹

Affiliations
1 Department of Computer Science, MVJ College of Engineering, Near ITPB, Whitefield, Bangalore-560 067, Karnataka, IN

Abstract

Objectives: The defect detection efficiency has to be improved by comparing different software development lifecycles and finding the best of defect detection methodology, along with the accurate defect rate analysis and classification and to achieve 100% efficiency in defect detection and attain 100% customer satisfaction. Methods and Statistical Analysis:- Agile methodology, with In-memory analytics is employed to improve the effectiveness of defect detection efficiency. Along with Agile methodology, defect comparison and classification of defects based on defect rate with respect to the standard threshold values, at each stage of the design process can be employed. In memory analytics can be employed for Defect classification. This method provides effectiveness of defect classification and rates defect as low, high and medium. This method easier the tasks of designer to detect the severity of defect and rectify, to avoid the defect being added to subsequent phases. Findings: It is found that, In Waterfall model, the product is tested only after the product has been completely manufactured. The defect detection effectiveness considering an average of 15-20 percentages of defects originating at each phase is 50 percent. In Six Sigma approach, the defect detection effectiveness which is improved to 99.9997 percent with the same percentage of defect originating at each phase. While 100 percent defect detection effectiveness is not practically possible. Hence the greatest challenge is how the testing engineers can meet 100 percent testing standard. The testing engineers need to adapt a unique technique to remove the defects before they get added to the system. Such technique will not only helps to detect defects faster but also reduces the high cost of poor quality products.

Keywords

Defect Detection Methodology with Accurate Data Analytics, Defect Detection and Classification, Defect Analysis, Defect Characterization, In-Memory Analytics.

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C. Sivaprakash ¹, A. Pauline ²

Affiliations
1 Sri Sairam College of Engineering, Bengaluru - 562106, Karnataka, IN
2 Department of CSE, SEA College of Engineering, Bengaluru - 560049, Karnataka, IN

Abstract

This research paper is trying to implement an idea through which we can configure a system have an effective multimedia communication network through a Linux based router with internet protocol. Which deals with the protocol used in the past IPv4 and presently used IPv6. It states about the use IPv4 in IPv6 Networks and different combinations of IP networks, the cost effective design is the use of IPv4 server and IPv6 client. The objective of this research extends to set up a network lab and Configuring Linux system as router, also to have a study of performance and to examine the analysis of multimedia communication in various topologies using internet protocol networks. There are 4 computers used to configure the network of multimedia communication host a and host b serves as the server and client and the other 2 computers are configured to act as routers, ie., router 1 & router 2. Method: Connections are done by using Ethernet and optical fiber cables, by creating a virtual server with connection oriented network of TCP (Transmission Control Protocol), also measuring the performance of the internet protocol between the intermediate routers. The routers are configured as Dual Stack Protocol by the method of Tyga Tunneling process. Findings: Finally, this research eliminates the use of routers and switches in a computer network, Increase in Efficiency, Throughput & QOS of multimedia data transmission by using OFC also decrease in Delay & Data loss by replacing Ethernet by OFC.

Keywords

IPv4, IPv6, Mixed Protocol Network, Router, Multimedia Communication Network.

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