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ExternalSoftware Engineering
DZone

Implementing Observability in Distributed Systems Using OpenTelemetry

Modern distributed systems demand observability, the ability to understand internal states from external outputs. Observability is achieved by collecting traces, logs, and metrics to improve performance, reliability, and availability. No single signal is sufficient; it's the combination and correlation of these data that form a narrative for root cause analysis.  In monolithic applications, debugging was easier since one service handled a request. In contrast, microservices distribute a request

ExternalDevOps
AWS Containers Blog

Scaling StarRocks on Amazon EKS with KEDA and Karpenter for enterprise OLAP workloads

Financial analytics at enterprise scale is unforgiving. Queries must return in seconds, not minutes. Thousands of finance professionals need concurrent access during monthly close cycles. And when data volumes grow from hundreds of gigabytes to terabytes, spanning billions of records, the infrastructure underneath must scale without forcing engineers to choose between performance and cost. This […]

Amazon Elastic Kubernetes ServiceBest PracticesIntermediate (200)
AWS Containers BlogRead original

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