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If, right after pursuing all All those strategies, you still have issues with RAM and CPU, then it's possible it’s for the reason that your software is de facto way too weighty, along with a Raspberry Pi isn't the appropriate Device to the position. In such a case, you might like to evaluate alternative embedded board, for example Intel NUC board