This paper is organized as follow. In Section II and III we discuss Adaptive Mobile Learning and Battery Efficient Multimedia adaptation. In Section IV we arrive at the conclusion that there is a need for power efficient educational multimedia adaptation. Section V introduces our proposed Content-Aware Power-Saving Educational Multimedia Adaptation (CAPS-EMA) approach. In Section VI we present a framework that enables the CAPS-EMA approach and finally in Section VII we briefly discuss our proof of concept implementation.