In accordance with embodiments disclosed herein, there is provided systems and methods for providing a virtual shared cache mechanism. A processing device includes a plurality of clusters allocated into a virtual private shared cache. Each of the clusters includes a plurality of cores and a plurality of cache slices co-located within the plurality of cores. The processing device also includes a virtual shared cache including the plurality of clusters such that the cache data in the plurality of cache slices is shared among the plurality of clusters.