Techniques are described for managing access to data storage in a plurality of bitstore nodes. In some situations, a data storage service uses multiple bitstore nodes to store data accessible via a network, such as the Internet. In some situations, multi-level cache systems are employed by each bitstore node and managed, for example to increase throughput of the data storage service.