Horizontal or vertical scaling patterns

JSONadvancedVerified

Elasticsearch Product Search Index Mapping

An optimised Elasticsearch index mapping for e-commerce product search: multi-language text fields, keyword facets, numeric ranges, synonym filters and ILM policy for index rollover.

Elasticsearch

ProductionPerformanceScalingAdvancedSearch

PropertiesadvancedVerified

Kafka Broker Configuration for High-Throughput Production

A tuned server.properties for Apache Kafka optimised for high-throughput event streaming: retention policies, replication factors, network thread tuning and JVM heap settings.

Apache Kafka

ProductionPerformanceHigh AvailabilityScalingAdvancedEvent Streaming

YAMLintermediateVerified

Kubernetes Deployment with HPA and Resource Limits

A production Kubernetes Deployment manifest with liveness/readiness probes, resource requests/limits, rolling update strategy and a HorizontalPodAutoscaler to handle traffic spikes.

Kubernetes

ProductionKubernetesHigh AvailabilityScalingHealthcheck