This paper proposes a distributed control law for load balancing in content delivery networks (CDNs). It derives a lemma about network queue equilibrium using a fluid flow model characterization of the server network. Based on this, it devises a novel distributed and time-continuous algorithm for load balancing, which is also formulated in discrete time for implementation. Simulations are used to validate the overall approach.