Shared memory caching resolves latency issues in computing nodes associated with a cluster in a virtual computing environment. A portion of random access memory in one or more of the computing nodes is allocated for shared use by the cluster. Whenever local cache memory is unable in one of the computing nodes, a cluster neighbor cache allocated in a different computing node may be utilized as remote cache memory. Neighboring computing nodes may thus share their resources for the benefit of the cluster.