01What is “IT Operations Analytics”?
ITOA is a technology that provides analysis results that help predict anomalies as well as ensure the stable and smooth operation of the entire system by applying big data analytics to large datasets that can extract business information to identify and learn complex patterns”. (2017, K-ICT Cloud Innovation Center)
MoAdata’s PETAON Forecastercollects & integrates performance metrics & log data for various systems.
|System||CPU, Memory, Disk Usage, Swap Memory, Load Average (1/5/15 mins), etc|
|Network||Inbound/Outbound Traffic(BPS, PPS), Inbound/Outbound Error, Inbound/Outbound Drop, Collision, etc|
|Custom Defined Process||CPU, Memory, Disk Usage, Process Status, Read/Write I/O|
|Process||Number of Processes, Threads, Zombie Processes, etc|
|Etc||I/O Latency, Number of Virtual Pages, Buffer Size, Cache Size, Interrupt, etc.|
|Kernel||Operating System Kernel Log|
|WEB||Web Server Log (Apache, Webtob, etc)|
|WAS||WAS Server Log (Tomcat, Weblogic, JEUS, etc)|
|DB||DB Server Log (Oracle, MySQL, MS SQL, etc)|
|App||Various applications’ Log|
|HW||HW Event related Log|
In addition, PETAON Forecasternot only stores various indicators (performance indicators) and logs (hardware, software) collected from operating ICT infrastructure in big data storage devices through collection and classification procedures, but also provides failure prediction and root cause analysis through Artificial Intelligence engines.