Recommend a way to sync MySQL to Redshift with minimal ops overhead

If you want minimal ops overhead, the best default is usually:

Recommendation: AWS Database Migration Service (DMS) + full load + CDC into Redshift

This is the lowest-maintenance managed approach for keeping MySQL in sync with Amazon Redshift.

Why this is a good fit

• Managed service: no custom ETL jobs to run or maintain
• Supports initial bulk load plus change data capture (CDC) for ongoing sync
• Works well when you want near-real-time replication into Redshift
• Easy to monitor via AWS Console / CloudWatch
• Good option if both systems are already in AWS

Typical architecture

1. DMS task does initial full load from MySQL to Redshift
2. DMS continues reading MySQL binlogs
3. Changes are applied to Redshift on an ongoing basis

Notes / caveats

• Redshift is not ideal as a transactional target; DMS sync is best for analytics/reporting, not app writes
• You’ll want MySQL binlog settings enabled and retained long enough for CDC
• For best performance, model carefully:
  • use appropriate sort/dist keys
  • keep table design analytics-friendly
• DMS is not “zero config”; you’ll still need to set up endpoints, replication instance/serverless config, and table mappings

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If you want even less operational burden: consider Fivetran or Airbyte Cloud

If you’re okay with a SaaS tool and paying for convenience:

Fivetran

• Very low ops
• Handles schema changes well
• Great for “set it and forget it”
• Usually the simplest operationally

Airbyte Cloud

• Similar idea, often more flexible / lower cost in some cases
• Still managed, but can require a bit more tuning than Fivetran

These can be better than DMS if:

• you want the least hands-on maintenance
• you’re syncing many tables/sources
• you don’t want to manage AWS replication infrastructure

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Simple decision guide

• Already on AWS and want native, cost-conscious, managed sync → DMS
• Want the absolute least ops overhead → Fivetran
• Want managed but more flexible / potentially cheaper → Airbyte Cloud

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My practical recommendation

If your priority is minimal ops overhead and you’re already using AWS, start with:

AWS DMS with full load + CDC into Redshift

If you want, I can also give you:

1. a step-by-step setup outline for DMS, or
2. a comparison of DMS vs Fivetran vs Airbyte for your specific volume/latency needs.