How many types of synchronization mechanisms exist in the Document Understanding Process to prevent multiple robots to write in a file at the same time?
In a Document Understanding Process, typically C. 4 types of synchronization mechanisms are commonly used to prevent multiple robots from writing to a file simultaneously:
File locking:
A simple method where a robot acquires an exclusive lock on a file before writing to it, preventing other robots from accessing it until the lock is released.
Database locks:
When storing document data in a database, utilize database-level locks to control access to specific records or tables related to the document.
Distributed locks:
For large-scale systems with multiple robots across different servers, a distributed locking mechanism like Redis or ZooKeeper can be used to coordinate access to the file across the network.
Semaphores:
A more complex synchronization primitive that can be used to manage access to a shared resource (the file) by allowing a specified number of robots to write at a time.
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lucky8921
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