Example Concept: One effective strategy is gradient compression, which reduces the size of data exchanged between nodes by compressing gradients before transmission. Techniques like quantization and sparsification can be used to achieve this. Quantization reduces the precision of the gradients, while sparsification involves sending only the most significant gradient updates, thus minimizing the amount of data that needs to be communicated.