A method includes: forming a virtual tile cluster having tiles, wherein a tile comprises a processor and memory from a CPU device and a GPU device, and a tile in the GPU device further comprises subprocessors; forming a virtual unified memory that is accessible by the CPU and GPU devices; receiving a task; assigning the task to a tile of the virtual tile cluster according to a pre-defined rule. When the task is assigned to a tile in the GPU device, the method further performs: broadcasting the task to the subprocessors of a tile using a GPU shuffle instruction; and dividing data for the task and assigning the divided data to the subprocessors, wherein each subprocessor runs a codelet using the each of divided data. The task is executed by the at least one tile of the virtual tile cluster.