Consider a scenario where you are tasked with designing a distributed application where objects need to be serialized and transmitted over the network. How would you optimize the serialization process to ensure minimal network usage and maximize performance?
- Use binary serialization formats like Protocol Buffers or Avro that are highly efficient in terms of both size and speed.
- Implement custom object pooling and reuse mechanisms to minimize the overhead of creating and serializing objects.
- Utilize data compression techniques during serialization to reduce the size of transmitted data.
- Implement lazy loading and on-demand deserialization to transmit only the necessary parts of objects over the network.
In a distributed application, optimizing serialization is crucial for minimizing network usage and maximizing performance. Option 1 is the correct choice because binary serialization formats like Protocol Buffers and Avro are known for their efficiency in terms of both size and speed. Option 2 and 4 are helpful but address different aspects of optimization. Option 3 focuses on data size but doesn't address serialization speed.
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