TY - GEN
T1 - Demonstrating SolveDB
T2 - 33rd IEEE International Conference on Data Engineering, ICDE 2017
AU - Šikšnys, Laurynas
AU - Pedersen, Torben Bach
PY - 2017/5/16
Y1 - 2017/5/16
N2 - © 2017 IEEE. In this demo, we present SolveDB -The first purely SQL-based DBMS for optimization problem solving and solver integration. SolveDB provides (1) an SQL-based syntax for optimization problem specification, (2) an extensible infrastructure of solvers for different classes of problems (e.g., linear programming), and (3) query optimization techniques to achieve the best execution performance and/or result quality. We demonstrate how our PostgreSQL-based SolveDB implementation allows simplifying specifications of data-driven optimization problems and increasing overall solving performance for (1) traditional well-known optimization problems, (2) "how-To" problems based on TPC-H, and (3) a complex energy planning problem with interlinked energy forecasting and load scheduling.
AB - © 2017 IEEE. In this demo, we present SolveDB -The first purely SQL-based DBMS for optimization problem solving and solver integration. SolveDB provides (1) an SQL-based syntax for optimization problem specification, (2) an extensible infrastructure of solvers for different classes of problems (e.g., linear programming), and (3) query optimization techniques to achieve the best execution performance and/or result quality. We demonstrate how our PostgreSQL-based SolveDB implementation allows simplifying specifications of data-driven optimization problems and increasing overall solving performance for (1) traditional well-known optimization problems, (2) "how-To" problems based on TPC-H, and (3) a complex energy planning problem with interlinked energy forecasting and load scheduling.
UR - http://www.scopus.com/inward/record.url?scp=85021193103&partnerID=8YFLogxK
U2 - 10.1109/ICDE.2017.180
DO - 10.1109/ICDE.2017.180
M3 - Article in proceeding
AN - SCOPUS:85021193103
T3 - Proceedings of the International Conference on Data Engineering
SP - 1367
EP - 1368
BT - IEEE 33rd International Conference on Data Engineering (ICDE), 2017
PB - IEEE
Y2 - 19 April 2017 through 22 April 2017
ER -