AIOps

How AIOps Helps You Get More Out of DevOps

Nastel Technologies®
January 14, 2019

What AIOps DoesWhat AIOps Does

What AIOps does best is break down silos within IT. Having data from all the functional areas processed and handled by modern machine learning (ML) in a single place allows correlation, which leads to faster problem identification and resolution.

Before machine learning was introduced, for humans to process data, more or less they operated in three ways:

  1. They knew exactly what data to look for, such as when a specific business function isn’t working. There is a typical message in the monolithic application that handles all the core business
  2. They routinely sifted through data only from their area of expertise
  3. When they went outside their area, any logs and other data they had access to often was summarized data, which has time gaps and can miss a lot of detail that proper correlation needs

Now with ML, the AIOps data platform can perform trend analysis, look for patterns and exceptions across all the data that is being generated in the environment and highlight what it considers important through web interfaces or using an event management solution for after-hours support.

 

 

 

This article originally appeared on Devops.com.  To read the full article, click here.

 

 

 

Nastel Technologies uses machine learning to detect anomalies, behavior and sentiment, accelerate decisions, satisfy customers, innovate continuously.  To answer business-centric questions and provide actionable guidance for decision-makers, Nastel’s AutoPilot® for Analytics fuses:

  • Advanced predictive anomaly detection, Bayesian Classification and other machine learning algorithms
  • Raw information handling and analytics speed
  • End-to-end business transaction tracking that spans technologies, tiers, and organizations
  • Intuitive, easy-to-use data visualizations and dashboards

If you would like to learn more, click here

Nastel Technologies is the global leader in Integration Infrastructure Management (i2M). It helps companies achieve flawless delivery of digital services powered by integration infrastructure by delivering Middleware Management, Monitoring, Tracking, and Analytics to detect anomalies, accelerate decisions, and enable customers to constantly innovate, to answer business-centric questions, and provide actionable guidance for decision-makers. It is particularly focused on IBM MQ, Apache Kafka, Solace, TIBCO EMS, ACE/IIB and also supports RabbitMQ, ActiveMQ, Blockchain, IOT, DataPower, MFT and many more.

 

The Nastel i2M Platform provides:

  • Secure self-service configuration management with auditing for governance & compliance
  • Message management for Application Development, Test, & Support
  • Real-time performance monitoring, alerting, and remediation
  • Business transaction tracking and IT message tracing
  • AIOps and APM
  • Automation for CI/CD DevOps
  • Analytics for root cause analysis & Management Information (MI)
  • Integration with ITSM/SIEM solutions including ServiceNow, Splunk, & AppDynamics

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