An apparatus for coherent shared memory across multiple clusters is described herein. The apparatus includes a fabric memory controller and one or more nodes. The fabric memory controller manages access to a shared memory region of each node such that each shared memory region is accessible using load store semantics, even in response to failure of the node. The apparatus also includes a global memory, wherein each shared memory region is mapped to the global memory by the fabric memory controller.