Kube AIOps
Proactively predict anomalies and automate recovery with KubeAIOps.
KubeAIOps Approach
Not only does it detect anomalies, but it also offers direct troubleshooting and automatically handles failures.
Why KubeAIOps?
Alert-based anomaly detection and failover advisors enable fast and immediate operational adoption.
Business outcome
Why should customers adopt KubeAIOps?
0
%
Reduced MTTR
reduction in mean time to repair
0
%
Accelerate customer acquisition
reduction of new customers on board
0
X
Increased proactive troubleshooting
more proactive problem resoltion
0
%
Reduce the number of failures
reduction in the number of incidents
Architecture
KubeAIOps is a structure that takes you from data collection to automating failure signaling and handling through analysis and learning.
Features
ALERTHUB
Our AlertHub acts as a communicator for Prometheus alerts. Through a webhook, the hub receives the alerts and saves them with labels into a database. Users can access the alert depending on permissions for clusters, nodes, and services. Through communication channels, such as Slack, Email, or Webhook, alert notifications are sent to defined access groups.
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Multi Cluster
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Alert Dashboard
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Access Group
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Easy Intagration
ANOMALY DETECTOR
Our anomaly detection system uses Prometheus alert rules and machine learning based on the Bayesian Belief Network for your selected monitoring targets. The engine calculates an anomaly probability and requests the creation of a new incident ticket.
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ML model
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Scored Anomaly
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Alert rule based
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Auto Incident ticket
INCIDENT MANAGER
Our incident manager takes care of incidents with system-generated or individually created actions or metrics. It manages severity, the status of the incident, and the resources in-charge of it while also helping system investigation.
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Auto Ticketing
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Trigger Redimation
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Auto Attachemnt
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Feedback
RESOLUTION ADVISOR
When the Anomaly Detector creates an incident ticket, the Resolution Advisor provides pre-defined actions based on alerts by monitoring target. These recommended actions are registered in the ticket. You can also pre-configure automatically executed actions that will be run as soon as they are attached to the ticket. And for the auto-execution we have our trusted sudoRy!
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Build Knowledge
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Scored Anomaly
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Operation Insight
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Auto Incident ticket
AUTOMATION : SUDORY
Our trusted executor of Kubernetes APIs, Helm commands, and Http services within Kubernetes clusters! Sudory can automatically execute actions using pre-defined service templates. The Sudory server outside the Kubernetes clusters requests the service, using the Sudory client within the targeted Kubernetes cluster. Through templates in the service catalogue, service requests are reusable.
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Task Executor
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Automation
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Scheduling
Products
MetricOps on NexClipper
- NexClipper Observabiity Integration
- Alert Hub
- Incident Management
- Anomaly detctor
- Resolution advisor
- Autonomous Redimation
KubeAIOps
- Alerts Pipeline
- Anomaly detctor
- Resolution advisor
- KubeAIOps workflow
Alert Noise Reduction
- Alert Hub
- Mertic Pipeline
- Alert noise evalutor
