Future multi-core architectures will present a variety of challenges for system developers, such as non-cache-coherent memory, heterogeneous processing cores and the exploitation of novel architectural features. SFMA ’14 is a forum for researchers in the architecture, operating systems, language runtime and virtual machine communities to present and discuss their experiences with the new generation of highly-parallel hardware.