Systems, methods, and non-transitory computer-readable media can receive a first data request, wherein the first data request is associated with a deadline and requests data to be transmitted to a computing device. It is estimated whether the first data request will be fulfilled before the deadline based on estimated response sizes of responses to a set of pending data requests and a bandwidth associated with the computing device. A data transmission mode of operation is determined for the computing device based on the estimating whether the first data request will be fulfilled before the deadline.