An apparatus for a distributed computing acceleration platform, comprises an edge computing node comprising a processor and a first data storage configured to store a first data set for performing a plurality of processing functions by the processor, a core computing node comprising a first resource including a plurality of processing-dedicated processors, a second resource including a plurality of high-speed operation processors, and a second storage configured to store a second data set for performing the plurality of processing functions by the plurality of processing-dedicated processors, and a control node configured to implement a particular service, using a particular processing function among the plurality of processing functions, in the core computing node and the edge computing node.