Hi, I got almost the same problem as you did.
I built Airbyte on GKE via helm, using chart 0.45.8, also, data are synced from SQL Server to BigQuery via CDC incremental Deduped + History.
Have you tried modifying timezone for all pods? Refer to the following URL to configure global timezone, It is working for me.