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Recent years have witnessed a surge of interest in Approximate Query Processing (AQP) solutions, both in academia and the commercial world. In addition to well-known open problems in this area, there are many new research challenges that have surfaced as a result of the first interaction of AQP technology with commercial and real-world customers. We categorize these into deployment, planning, and interface challenges. At the same time, AQP settings introduce many interesting opportunities thatdoi:10.1145/3035918.3056098 dblp:conf/sigmod/Mozafari17 fatcat:gqhlaf6ao5hbndiidhqzf3mchi