Prediction Framework for Fault Resolution in Networks
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2017, Vol 5, Issue 4
Abstract
The continued increase in the size and complexity of modern networks has led to a commensurate increase in the size of their logs. To ensure high availability and correct operation of networks, it is essential that failures be detected promptly and quickly, their causes have to be diagnosed and remedial actions taken. Router logs are an invaluable resource to systems administrators during fault resolution. A lot of time spent in fault resolution is in sifting through large volumes of information, which includes router logs, to find the root cause of the problem. Therefore, the ability to analyse log files automatically and accurately will lead to significant savings in the time and cost of downtime events for any organization. The automatic search, analysis and prediction of errors using router logs is the primary motivation for the work carried out in this project. Different supervised machine learning techniques are compared and it is shown that a prediction model framework using RandomForest Algorithm can be used for automated fault detection as it has more accuracy and efficiency.
Authors and Affiliations
Sushma. M, Niroop. R. S, Varsha. K. R
2D Platformer Shooting Game on Unity3D
This review paper describes the working of the shooting game developed using unity3d[1] engine. Unity3d is a game development platform that can be used to develop 2d as well as 3d games.
A Survey on Automated Segmentation of Microscopy Imaged Melanocytic Lesions
This paper discusses the various methods used for the detection, segmentation of skin lesion. Medical diagnosis with the help of image processing techniques is increasing day by day and has been well established. Dermos...
Aramid Fiber Reinforced Polymer In High Strength Concrete Compressive Structures
The purpose of this study is to investigate the effect of AFRP confined HSC column under blast and impact load. High strength concrete (HSC) is widely using in the world from few years. As the name indicates its high co...
Direct current control based bidirectional AC/DC single phase converter in a Grid-Tied Micro grid Systems
This paper presents a novel simplified direct current control strategy for the bidirectional ac/dc single phase converter in a micro grid system. Based on the simplified Pulse Width Modulation (PWM) strategy, a feasible...
A Survey: Fast Inter CU selection algorithms for HEVC
A hybrid quad tree structure in which current CU recursively divided into four equal sized CU’s, is adopted by HEVC. At each decomposition level (depth), the RD cost for each of the following modes, SKIP mode, merge mod...