What is a recommended approach to speed up a slow data synchronization task when performing lookups on Salesforce accounts?

Creating a Data Replication task is a recommended approach to speed up a slow data synchronization task when performing lookups on Salesforce accounts because it helps to optimize the process by pulling the necessary data from Salesforce more efficiently. Data Replication jobs are specifically designed to incrementally replicate data changes from Salesforce, rather than performing bulk extraction each time. This minimizes the amount of data that needs to be processed and can significantly reduce the time required for synchronization.

Additionally, Data Replication tasks can maintain data consistency and reduce the overhead associated with lookup operations, since they can effectively manage the transfer of only necessary changes rather than repeatedly querying the entire dataset. This makes for a streamlined and quicker synchronization process, especially in environments where data is frequently updated or changed.

Other options may not address the underlying issue of synchronization speed effectively. For instance, creating smaller source files might reduce the data volume but doesn’t inherently speed up the lookup process. Running the task off hours could help with resource availability but doesn’t improve the inherent efficiency of the synchronization task itself. Increasing the number of concurrent jobs might lead to a temporary increase in throughput but could also result in resource contention and bottlenecks if not managed properly. Therefore, focusing on Data Replication provides a much more effective solution for enhancing performance