8. Practical Use Cases of AIOps
Capacity planning
o Enterprise workloads are moving to the cloud providers such as AWS, Google and Azure for
setting up various configurations
o Complexity increases as new configurations for disk types, memory, network and storage
resources are added
o Reduces the guesswork in aligning the correct usage of the network, storage and memory
resources with the right configurations of servers and VMs.
9. Practical Use Cases of AIOps (contd.)
Optimal resource utilization
o Leverage cloud elasticity to improve their application scaling automatically
o IT administrators can rely on predictive scaling to take the auto scale cloud to the next level
o Based on historical data, automatic scaling of resource through self monitoring
10. Practical Use Cases of AIOps (contd.)
Data store management
o Utilized to monitor the network and storage
resources that impacts IT applications in the
operations.
o Event notification for any performance
degradation issues
o Automation of mundane network and storage
management tasks such as reconfiguring and
recalibration
o Automatic and proactive storage capacity through
predictive analytics
11. Practical Use Cases of AIOps (contd.)
Anomaly detection
o Prevent potential outages and disruptions
o Pinpoint anomalies in any part of the technology stack in real-time, using advanced analytics
and machine learning
o Accurately detect the actual source of anomaly helps IT teams to perform efficient RCA almost
in real-time.
12. Practical Use Cases of AIOps (contd.)
Threat detection & analysis
o Enhance the security of existing IT infrastructure
o IT Security systems uses ML algorithms and AI’s self-learning capabilities to detect data
breaches and violations
o Detect anomalies and risk events by correlating various internal sources like log files, network
and event logs, with the external information on malicious IPs and domains
o Advanced machine learning algorithms used to identify unexpected and potentially
unauthorized and malicious activity within the infrastructure