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The Primary Focus Of Behind The Literature Search Is To

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The primary focus of behind the literature search is to research about the latest trends in the log analysis based monitoring tools of cloud which also provides the features for forensics ability. We list below our analysis of different papers we read which pertains information related to our topic. We have analyzed various tools and techniques available, which are doing log analysis on a cloud. The motive of which is to create a novel log based private cloud analysis build with the help of OpenStack cloud operating system. The paper ‘Cloud Computing Log Forensics- The new frontier’ talks about the complication when forensics is applied to the cloud.[1] Since there is no one to one mapping in cloud and cloud forensics involves evidence …show more content…

The paper proposes solutions to the aforementioned issues in a very detailed manner. The paper ‘Log file 's centralization to improve cloud security’ proposes a centralized, secure and comprehensive architecture for log-based analysis for cloud computing platform [3]. It suggests the use of logs generated by cloud due to different activities performed, defining the policies of which log file should be kept and which files must be transferred, and reporting of the attacks and threats and attacks based on the analysis of these logs. Algorithms like map-reduce are applied which can report about the patterns which can lead to attacks based on comparison with the stored values. Updating the policies based on the new findings during the analysis of the logs files. The paper ‘Event Correlation for Log Analysis in the Cloud’ proposes an approach for correlating different log based events so that these logs can be segregated [4]. It uses Infrastructure-as-a-service (IaaS) like OpenStack and through various correlation condition like Attribute-Based Correlation, Conjunctive Correlation, and Disjunctive Correlation and through this correlation criteria are set. Once policies for correlating events are defined, association rule mining can be applied to the log data. Based on the mining, classification and clustering of the events can be done which can later be used for detection of attacks and abnormalities in the system. The paper ‘Secure logging monitor service for cloud

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