Often, the "download" speed is actually limited by how fast you can write the data once it arrives.
Use rather than loading the entire batch into memory at once. Summary Checklist for Speed Optimization Batching Set to 1000+ records Compression Enable Zstd or Brotli Database Disable constraints/indexes during sync Network Keep store and client in the same region sequent fast download
If your version of Sequent supports it, moving from standard JSON to a binary format like Protocol Buffers (Protobuf) or Avro can reduce payload sizes by 30-50%, leading to a much faster transfer over the wire. Often, the "download" speed is actually limited by
If you are using containerized environments like Kubernetes, ensure your pods have high enough bandwidth limits to handle bursts during the initial sync. 2. Batching and Concurrency If you are using containerized environments like Kubernetes,