C’s Dynamic Memory Allocation Assisting AI Model Training Dataset AI Embedded Systems use concepts of C’s Dynamic Memory Allocation
Abstract
Embedded AI devices operate under tight resource constraints (limited RAM, CPU, and power), yet they need to run inference efficiently. Dynamic memory allocation and dynamic variables play a crucial role here. Embedded systems often use C for AI deployment, so dynamic memory management (malloc, calloc, realloc, free) is central for ‘Model Parameter Storage’, ‘Input Buffers for Sensor Data’, ‘Batch Processing and Streaming’, ‘Memory Pooling’, ‘Dynamic variables for adaptability’.
Fields of Study & Subjects
Embedded Systems and FPGA Design
Embedded Systems Design Techniques
Parallel Computing and Optimization Techniques
Publication details
- Journal / source
- International Journal of Latest Technology in Engineering Management & Applied Science
- Volume
- 14
- Issue
- 12
- Pages
- 1342–1350
- Publication date
- 12 January 2026