MPI circuit shared memory

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Description

Our current process-based solution creates a separate copy of the circuit for each process. However, since the circuit is a fixed, constant component, it can be stored in a shared memory region. This approach would eliminate redundant copies, thereby saving memory and potentially improving performance.

Proposed Improvement

• Shared Circuit Memory: Modify the system architecture to load the circuit once into a shared memory area accessible by all processes.
• Memory Optimization: Ensure that each process references the shared circuit data instead of creating its own copy.

Benefits

• Reduced Memory Footprint: Significant memory savings by avoiding duplicate circuit data in each process.
• Improved Scalability: Better resource utilization as the system scales with more processes.
• Potential Performance Boost: Faster initialization and reduced memory allocation overhead during runtime.