Error "Queue full" while sending data from Otel collector to APM

We have configured otlp/elastic with APM server in k8s v1.25. When we looked at Otel collector logs, it shows that queue is full. Any help is very much appreciated.

2023-05-11T16:26:19.200Z error exporterhelper/queued_retry.go:401 Exporting failed. The error is not retryable. Dropping data. {"kind": "exporter", "data_type": "metrics", "name": "otlp/elastic", "error": "Permanent error: rpc error: code = Unknown desc = queue is full", "dropped_items": 1}

Kibana version: v8.5.3

Elasticsearch version: v8.5.3

APM Server version: v8.5.3

APM Agent language and version:

Browser version: Chrome v112

Original install method (e.g. download page, yum, deb, from source, etc.) and version:
APM with helm installation
Fresh install or upgraded from other version?
Fresh install

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