Methods and arrangements for managing resource requests. A contemplated method includes: receiving a new resource request from a user in a network; receiving at least one competing resource request; consulting cached historical resource requests; comparing the new resource request to the cached historical resource requests and the at least one competing resource request; fulfilling the new resource request via offering use of a resource corresponding to one of the historical resource requests; and fulfilling the at least one competing resource request in consideration of at least one aspect of the new resource request. Other variants and embodiments are broadly contemplated herein.