Abstract

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DIFFERENT TYPE OF LOG FILE USING HADOOP MAPREDUCE TECHNOLOGY

Rahul Pawar , Rajkumar Bhosale, Archana Panhalkar


There are various applications which have There are various applications which haveThere are various applications which haveThere are various applications which have There are various applications which have There are various applications which have There are various applications which have There are various applications which have There are various applications which have There are various applications which haveThere are various applications which have There are various applications which have There are various applications which have There are various applications which have There are various applications which haveThere are various applications which haveThere are various applications which have There are various applications which have a huge a huge a huge amount of database in different format. All databases maintain amount of database in different format. All databases maintain amount of database in different format. All databases maintain amount of database in different format. All databases maintain amount of database in different format. All databases maintain amount of database in different format. All databases maintain amount of database in different format. All databases maintain amount of database in different format. All databases maintain amount of database in different format. All databases maintain amount of database in different format. All databases maintain amount of database in different format. All databases maintain amount of database in different format. All databases maintain amount of database in different format. All databases maintain amount of database in different format. All databases maintain amount of database in different format. All databases maintain amount of database in different format. All databases maintain amount of database in different format. All databases maintain amount of database in different format. All databases maintain amount of database in different format. All databases maintain amount of database in different format. All databases maintain log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system log files that keep records of database changes in a system formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and formation. This can include tracking various user events and activity. Apache Hadoop can be used for log processing at scale activity. Apache Hadoop can be used for log processing at scale activity. Apache Hadoop can be used for log processing at scaleactivity. Apache Hadoop can be used for log processing at scaleactivity. Apache Hadoop can be used for log processing at scaleactivity. Apache Hadoop can be used for log processing at scaleactivity. Apache Hadoop can be used for log processing at scale activity. Apache Hadoop can be used for log processing at scale activity. Apache Hadoop can be used for log processing at scaleactivity. Apache Hadoop can be used for log processing at scale activity. Apache Hadoop can be used for log processing at scaleactivity. Apache Hadoop can be used for log processing at scale activity. Apache Hadoop can be used for log processing at scale activity. Apache Hadoop can be used for log processing at scale activity. Apache Hadoop can be used for log processing at scale activity. Apache Hadoop can be used for log processing at scale activity. Apache Hadoop can be used for log processing at scaleactivity. Apache Hadoop can be used for log processing at scale activity. Apache Hadoop can be used for log processing at scale activity. Apache Hadoop can be used for log processing at scale activity. Apache Hadoop can be used for log processing at scale activity. Apache Hadoop can be used for log processing at scale activity. Apache Hadoop can be used for log processing at scale activity. Apache Hadoop can be used for log processing at scale activity. Apache Hadoop can be used for log processing at scale of a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large a system. Log files have become standard part of large applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks applications and large scale industry , computer networks distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify distributed systems. Log files are often the only way to identify and locate an error in software as well system, because log file and locate an error in software as well system, because log fileand locate an error in software as well system, because log file and locate an error in software as well system, because log file and locate an error in software as well system, because log fileand locate an error in software as well system, because log file and locate an error in software as well system, because log fileand locate an error in software as well system, because log file and locate an error in software as well system, because log file and locate an error in software as well system, because log fileand locate an error in software as well system, because log file and locate an error in software as well system, because log file and locate an error in software as well system, because log fileand locate an error in software as well system, because log file and locate an error in software as well system, because log file and locate an error in software as well system, because log file and locate an error in software as well system, because log fileand locate an error in software as well system, because log fileand locate an error in software as well system, because log file and locate an error in software as well system, because log file and locate an error in software as well system, because log fileand locate an error in software as well system, because log fileand locate an error in software as well system, because log file and locate an error in software as well system, because log file and locate an error in software as well system, because log file and locate an error in software as well system, because log fileand locate an error in software as well system, because log file and locate an error in software as well system, because log fileand locate an error in software as well system, because log file analysis is not affected by any time analysis is not affected by any time analysis is not affected by any time analysis is not affected by any time analysis is not affected by any time analysis is not affected by any time analysis is not affected by any time analysis is not affected by any timeanalysis is not affected by any timeanalysis is not affected by any timeanalysis is not affected by any time analysis is not affected by any time -based issues known as probe based issues known as probe based issues known as probe based issues known as probe based issues known as probe based issues known as probe based issues known as probe based issues known as probe based issues known as probe based issues known as probe based issues known as probe based issues known as probe effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running effect or a system effect. This is opposite to analysis of running program, when the analytical process can interfere with time program, when the analytical process can interfere with time program, when the analytical process can interfere with timeprogram, when the analytical process can interfere with timeprogram, when the analytical process can interfere with timeprogram, when the analytical process can interfere with timeprogram, when the analytical process can interfere with time program, when the analytical process can interfere with time program, when the analytical process can interfere with time program, when the analytical process can interfere with timeprogram, when the analytical process can interfere with time program, when the analytical process can interfere with timeprogram, when the analytical process can interfere with timeprogram, when the analytical process can interfere with timeprogram, when the analytical process can interfere with time program, when the analytical process can interfere with time program, when the analytical process can interfere with time program, when the analytical process can interfere with timeprogram, when the analytical process can interfere with time program, when the analytical process can interfere with timeprogram, when the analytical process can interfere with time program, when the analytical process can interfere with time program, when the analytical process can interfere with time program, when the analytical process can interfere with timeprogram, when the analytical process can interfere with time program, when the analytical process can interfere with timeprogram, when the analytical process can interfere with time -critical or resource conditions within the analyzed critical or resource conditions within the analyzed critical or resource conditions within the analyzed critical or resource conditions within the analyzed critical or resource conditions within the analyzedcritical or resource critical conditions within the analyzed critical or resource conditions within the analyzedcritical or resource critical conditions within the analyzedcritical or resource critical conditions within the analyzed critical or resource conditions within the analyzed critical or resource conditions within the analyzed critical or resource conditions within the analyzedcritical or resource critical conditions within the analyzed critical or resource conditions within the analyzed critical or resource conditions within the analyzed critical or resource conditions within the analyzedcritical or resource critical conditions within the analyzedcritical or resource critical conditions within the analyzedcritical or resource critical conditions within the analyzed critical or resource conditions within the analyzedcritical or resource critical conditions within the analyzed critical or resource conditions within the analyzed critical or resource conditions within the analyzed critical or resource conditions within the analyzedcritical or resource critical conditions within the analyzedcritical or resource critical conditions within the analyzed program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have program in a system. Log files are often very large and can have complex structure of database. Although the process complex structure of database. Although the process complex structure of database. Although the process complex structure of database. Although the process complex structure of database. Although the process complex structure of database. Although the process complex structure of database. Although the process complex structure of database. Although the process complex structure of database. Although the process complex structure of database. Although the process complex structure of database. Although the process complex structure of database. Although the process complex structure of database. Although the process complex structure of database. Although the process complex structure of database. Although the process complex structure of database. Although the process complex structure of database. Although the process complex structure of database. Although the process complex structure of database. Although the process generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file generating log files is quite simple and straightforward, file analysis could be a tremendous task that requires enormous analysis could be a tremendous task that requires enormous analysis could be a tremendous task that requires enormous analysis could be a tremendous task that requires enormous analysis could be a tremendous task that requires enormous analysis could be a tremendous task that requires enormous analysis could be a tremendous task that requires enormous analysis could be a tremendous task that requires enormous analysis could be a tremendous task that requires enormous analysis could be a tremendous task that requires enormous analysis could be a tremendous task that requires enormous analysis could be a tremendous task that requires enormous analysis could be a tremendous task that requires enormous analysis could be a tremendous task that requires enormous analysis could be a tremendous task that requires enormous analysis could be a tremendous task that requires enormous analysis could be a tremendous task that requires enormous analysis could be a tremendous task that requires enormous analysis could be a tremendous task that requires enormous computati computati computati onal resources, long time and sophisticated procedures onal resources, long time and sophisticated procedures onal resources, long time and sophisticated procedures onal resources, long time and sophisticated procedures onal resources, long time and sophisticated procedures onal resources, long time and sophisticated procedures onal resources, long time and sophisticated procedures onal resources, long time and sophisticated procedures onal resources, long time and sophisticated procedures onal resources, long time and sophisticated procedures onal resources, long time and sophisticated procedures onal resources, long time and sophisticated procedures onal resources, long time and sophisticated procedures onal resources, long time and sophisticated procedures onal resources, long time and sophisticated procedures onal resources, long time and sophisticated procedures onal resources, long time and sophisticated procedures onal resources, long time and sophisticated procedures onal resources, long time and sophisticated procedures onal resources, long time and sophisticated procedures and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, and time consuming . This often leads to a common situation, when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable when log files are continuously generated and occupy valuable space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes space on storage devices, but nobody uses them and utilizes enclosed informati enclosed informati enclosed informati enclosed informati on. The overall goal of this project is to design on. The overall goal of this project is to design on. The overall goal of this project is to design on. The overall goal of this project is to design on. The overall goal of this project is to design on. The overall goal of this project is to design on. The overall goal of this project is to design on. The overall goal of this project is to design on. The overall goal of this project is to design on. The overall goal of this project is to design on. The overall goal of this project is to design on. The overall goal of this project is to design on. The overall goal of this project is to design on. The overall goal of this project is to design on. The overall goal of this project is to design on. The overall goal of this project is to design on. The overall goal of this project is to design on. The overall goal of this project is to design on. The overall goal of this project is to design on. The overall goal of this project is to design on. The overall goal of this project is to design a generic log analyzer using hadoop map a generic log analyzer using hadoop map a generic log analyzer using hadoop map a generic log analyzer using hadoop mapa generic log analyzer using hadoop mapa generic log analyzer using hadoop map a generic log analyzer using hadoop mapa generic log analyzer using hadoop map a generic log analyzer using hadoop map a generic log analyzer using hadoop mapa generic log analyzer using hadoop map a generic log analyzer using hadoop mapa generic log analyzer using hadoop map a generic log analyzer using hadoop map a generic log analyzer using hadoop map a generic log analyzer using hadoop map a generic log analyzer using hadoop map -reduce framework. This reduce framework. This reduce framework. This reduce framework. This reduce framework. This reduce framework. This reduce framework. This reduce framework. This reduce framework. This reduce framework. This reduce framework. This generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such generic log analyzer can analyze different kinds of files such as - Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System Email logs, Web Firewall logs Server or System produces. produces. produces. produces.