Exam UiSAIv1 topic 1 question 40 discussion

There are three primary synchronization mechanisms designed to prevent multiple robots from writing to a file simultaneously: 1. Semaphore Mechanism: This approach uses semaphores to regulate access, ensuring that only one robot can write to a file at any given time. 2. Orchestrator Queues: By employing queues, each robot processes unique transactions, thereby avoiding concurrent write operations to the same file. 3. File Locking: This method involves implementing file locks, so when one robot is writing to a file, others are prevented from accessing it until the operation is complete.

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.