A comprehensive Network AIOps data center solution has been developed over three years in conjunction with customers by Augtera Networks, a market leader in AI/ML-powered Network Operations platforms.
Modern data center network architectures have increased operational complexity while simplifying the hardware environment, according to Augtera Networks. At the same time, operations teams would be unable to recruit or afford enough personnel to catch up by just running faster. According to Augtera, they need to drastically reduce the number of occurrences that are reported and then handled.
This would call for a focus on workflows and a multi-layer, multi-vendor networking understanding. Most significantly, it would necessitate devoting effort to developing the required solution in collaboration with data center personnel. Augtera Networks claims to be handling all of this comprehensively.
“Over the last three years we have partnered with some of the largest data center network operations teams to refine our solution,” said Rahul Aggarwal, Founder and CEO of Augtera Networks. “Our AI/ML algorithms have been specialized for data center networks and customers are seeing dramatic improvement in KPIs such as detection, mitigation, and repair. Most importantly, our technology reduces the total number of incidents that are actioned, resulting in operations teams not just running faster, but running smarter and more effectively.”
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Key benefits of Augtera’s network AIOps data center solution would include:
- Addresses the pain points, use cases APIs, ITSM integrations, Equipment/Vendor integrations, data types and constructs specific to data centers
- Proactive detection of environmental and optical degradation
- Anomaly detection for aggregates such as a POD, fabric, or data center interconnects
- Fabric, server, and hybrid cloud, latency, and loss anomaly detection
- Flow analysis which includes hybrid cloud
- Fabric congestion impact on application sessions
- VXLAN and EVPN underlay/overlay insights including ECMP analysis
- Firewall and load balancer anomalies
- Multi-vendor support including Arista Networks, Cisco Systems, Juniper Networks, Dell Enterprise SONiC, F5, Palo Alto Networks, VMWare, and any equipment using industry-standard interfaces
- Integrations including AWS, Microsoft Azure, Google Cloud Platform (GCP), ServiceNow, and Slack
This network AIOps data center solution would include capabilities that come standard with all Augtera Networks solutions including:
- Holistic data ingestion
- Automated creation of operationally relevant trouble tickets
- Policy-driven auto-correlation and noise elimination
- AI/ML-based anomaly & gray failure detection
- Topology auto discovery
- Multi-layer, topology-aware, auto-correlation
- Topology-mapped ‘Time-machine’ visualization of metrics, events, & anomalies
- Real-Time Syslog anomaly detection including Zero-Day anomalies
- DevOps friendly APIs
