Utilizing Multiple Algorithms in a Distributed-Service Environment

Techniques for producing a gentle reduction in throughput in a distributed service when a node of the service encounters a very large backlog of requests and/or when a previously offline node of the service is brought back online. These techniques may utilize multiple different algorithms to determine an amount of work that the distributed service is able to accept at any given time, rather than a single algorithm.