In an example, a method of arbitrating memory requests may include tagging a first batch of memory requests with first metadata identifying that the first batch of memory requests originates from a first group of threads. The method may include tagging a second batch of memory requests with second metadata identifying that the second batch of memory requests originates from the first group of threads. The method may include storing the first and second batches of memory requests in a conflict arbitration queue. The method may include performing, using the first metadata and the second metadata, conflict arbitration between only the first batch of memory of requests and the second batch of memory requests stored in the conflict arbitration queue, which may include at least one other batch of memory requests stored that originates from a group of threads different from the first group of threads stored therein.