Anomaly detection, also known as outlier detection, is a branch of data mining that deals with identification of events, items, observations, or patterns that do not comply to a set of expected events or patterns. Basically, a different (anomalous) behavior is a sign of an issue that could be arising in the given dataset. Splunk provides commands to detect anomalies in real time, and this can useful in detecting fraudulent transaction of bank credit cards, network and IT security frauds, hacking activity, and so on. Splunk has various commands that can be used to detect anomalies. There is also a Splunk app named Prelert Anomaly Detective App for Splunk on the app store. It can be used to mine the data for anomaly detection. The following commands can be either used to group similar events or to create a cluster of anomalous or outlier events.
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Ashish Kumar Tulsiram Yadav is a BE in computers and has around four and a half years of experience in software development, data analytics, and information security, and around four years of experience in Splunk application development and administration. He has experience of creating Splunk applications and add-ons, managing Splunk deployments, machine learning using R and Python, and analytics and visualization using various tools, such as Tableau and QlikView. He is currently working with the information security operations team, handling the Splunk Enterprise security and cyber security of the organization. He has worked as a senior software engineer at Larsen & Toubro Technology Services in the telecom consumer electronics and semicon unit providing data analytics on a wide variety of domains, such as mobile devices, telecom infrastructure, embedded devices, Internet of Things (IOT), Machine to Machine (M2M), entertainment devices, and network and storage devices. He has also worked in the area of information, network, and cyber security in his previous organization. He has experience in OMA LWM2M for device management and remote monitoring of IOT and M2M devices and is well versed in big data and the Hadoop ecosystem. He is a passionate ethical hacker, security enthusiast, and Linux expert and has knowledge of Python, R, .NET, HTML5, CSS, and the C language. He is an avid blogger and writes about ethical hacking and cyber security on his blogs in his free time. He is a gadget freak and keeps on writing reviews on various gadgets he owns. He has participated in and has been a winner of hackathons, technical paper presentations, white papers, and so on.
Read more about Ashish Kumar Tulsiram Yadav
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Ashish Kumar Tulsiram Yadav is a BE in computers and has around four and a half years of experience in software development, data analytics, and information security, and around four years of experience in Splunk application development and administration. He has experience of creating Splunk applications and add-ons, managing Splunk deployments, machine learning using R and Python, and analytics and visualization using various tools, such as Tableau and QlikView. He is currently working with the information security operations team, handling the Splunk Enterprise security and cyber security of the organization. He has worked as a senior software engineer at Larsen & Toubro Technology Services in the telecom consumer electronics and semicon unit providing data analytics on a wide variety of domains, such as mobile devices, telecom infrastructure, embedded devices, Internet of Things (IOT), Machine to Machine (M2M), entertainment devices, and network and storage devices. He has also worked in the area of information, network, and cyber security in his previous organization. He has experience in OMA LWM2M for device management and remote monitoring of IOT and M2M devices and is well versed in big data and the Hadoop ecosystem. He is a passionate ethical hacker, security enthusiast, and Linux expert and has knowledge of Python, R, .NET, HTML5, CSS, and the C language. He is an avid blogger and writes about ethical hacking and cyber security on his blogs in his free time. He is a gadget freak and keeps on writing reviews on various gadgets he owns. He has participated in and has been a winner of hackathons, technical paper presentations, white papers, and so on.
Read more about Ashish Kumar Tulsiram Yadav