- Ensure us the data conversion from various storage to the plotform data will be managed well to avoid any duplication.
- Ensure to use the processed data strategy to use in-memory, elastic index and last read will be database.
- Ensure to regular sync of the data on various data sources primary, secondary and in data lake.
All the processed data will be stored in intermediate DB/storage which can deliver good performance in high throughput. - Ensure to share the strategy to achieve transactions between distributed microservices and avoid data and transaction loss.
- Ensure to use the caching on frontend layers (Sqlite/Ngrx) to reduce the client-server calls.
- Data pre-processing and ETL/ELT is required when ingesting data to the ALMP system.
- Cloud storage must be used to store the Blob and file storage like transcriptions, documents, reports etc.
- Ensure that you setup procedures in place to ensure production data shall not be replicated or used in non-production environments.
- Ensure that you support secure deletion of archived and backed-up data.