PhD Preliminary: Guolei Yang

Friday, February 10, 2017 - 10:00am
Event Type: 

Title: Efficient Execution and Authentication of Function Queries
Date/Time: February 10th, 2017 @ 10:00 AM
Place: 216 Atanasoff  
Major Professor: Ying Cai
Committee Members: Neil Zhenqiang Gong, Yong Guan, Waallapak Tavanapong, Johnny Wong, Wensheng Zhang


We introduce a new query primitive called Function Query (FQ). An FQ operates on a set of math functions and retrieves the functions whose output with a given input satisfies a query condition (e.g., being among top k or within a given range). While FQ finds its natural uses in querying a database of math functions, it can also be applied on a database that originally stores discrete values. By interpreting the database as a set of user-defined functions, FQ can achieve the same functionality as existing analytic queries such as top-k query. Towards the goal of support FQ in a Database Management System, we address two challenges. First, we propose an efficient indexing technique for a database of functions, to support efficient execution of FQ. Second, we design an authentication algorithm, which allows a user to verify if an FQ is correctly executed by an untrustworthy Database-as-a-Service (DaaS) provider, such as Amazon Web Service. The two techniques together provide a framework to efficiently support FQ in system level for big data applications.

Ph.d. Prelim Guolei Yang.pdf