Static analysis is a core task in query optimization and knowledge base verification. We study static analysis techniques for SPARQL, the standard language for querying Semantic Web data. Specifically , we investigate the query containment problem and query-update independence analysis. We are interested in developing techniques through reductions to the validity problem in logic.