The invention relates to the technical field of
data transmission optimization, can be applied to business scenes of
federated learning, financial science and technology,
medical health and the like, and discloses a block-based
data optimization transmission method, device and equipment and a medium, and the method comprises the steps that a memory configuration instruction is sent to control a receiving end to configure a receiving memory area, the method comprises the steps of dividing
original data into a plurality of data blocks, adding header information to an initial data block, transmitting the initial data block to a preset initial address, sequentially transmitting other data blocks to an offset address corresponding to a sequence position, sending a
verification completion instruction to control a receiving end to verify the header information, and receiving a
verification completion
signal fed back by the receiving end, the method is used for confirming whether data blocks are completely written. Through the head information of the initial data block and in combination with the transmission sequence and the
verification mechanism, the sending end can obtain the data writing state without continuous
connection control, the integrity confirmation capability of
data transmission is improved, and the data distribution requirement in a non-ideal network environment is met.