transitional centralized environment is unable to meet the increasing demand of data query field, especially the top-k query. Based … query. A top–k query plan STA (Spark Threshold Algorithm) is proposed to reduce the connection operation of RDF data … on the Spark distributed computing system and the HBase distributed storage system, a novel method is proposed for top-k …