High Cardinality at Scale: Rethinking Observability for Cloud- native Environments. Download here
Enterprise Strategy Group Showcase 2025
High Cardinality at Scale: Rethinking Observability for Cloud-native Environments
Monitoring application health and performance across hybrid, multi-cloud environments has become increasingly resource-intensive and prone to blind spots. This paper examines the operational challenges created by fragmented observability and, using Apica’s unified telemetry pipeline and object store architecture as a case study, outlines the requirements for a cohesive approach that enables organizations to bridge silos, enrich data with business context and accelerate the delivery of actionable insights.
Key Findings:
- While 69% of organizations struggle with six or more fragmented observability platforms, Apica’s unified telemetry pipeline eliminates tool sprawl
- As telemetry volumes grow exponentially with OpenTelemetry adoption, Apica’s InstaStore™ technology streams data directly to cost-effective object storage
- When traditional solutions falter under high-cardinality data, Apica’s multi-tier distributed indexing maintains performance even with millions of unique time series combinations
- Instead of siloed security and operations (affecting 27% of organizations), Apica’s intelligent timeline view automatically correlates metrics, logs, traces, and events in a single interface
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