Data is growing at a much faster rate than conventional improvements from technology requiring out-of-the-box solutions to data management. We are investigating technologies to maximize efficiency with in-memory data services, in-situ query processing on streamed data, and on-demand query engine customization using multi-objective compiler optimization.