Title :
Thermal-aware floorplanning for partially-reconfigurable FPGA-based systems
Author :
Pagano, Davide ; Vuka, Mikel ; Rabozzi, Marco ; Cattaneo, Riccardo ; Sciuto, Donatella ; Santambrogio, Marco D.
Author_Institution :
Politec. di Milano, Milan, Italy
Abstract :
Field Programmable Gate Arrays (FPGAs) systems are being more and more frequent in high performance applications. Temperature affects both reliability and performance, therefore its optimization has become challenging for system designers. In this work we present a novel thermal aware floorplanner based on both Simulated Annealing (SA) and Mixed-Integer Linear Programming (MILP). The proposed method takes into account an accurate description of heterogeneous resources and partially reconfigurable constraints of recent FPGAs. Our major contribution is to provide a high level formulation for the problem, without resorting to low level consideration about FPGAs resources. Within our approach we combine the benefits of SA and MILP to handle both linear and non-linear optimization metrics while providing an effective exploration of the solution space. Experimental results show that, for several designs, it is possible to reduce the peak temperature by taking into account power consumption during the floorplanning stage.
Keywords :
field programmable gate arrays; integer programming; integrated circuit layout; integrated circuit packaging; integrated logic circuits; linear programming; simulated annealing; thermal management (packaging); field programmable gate arrays; heterogeneous resource; mixed integer-linear programming; partially reconfigurable FPGA; partially reconfigurable constraints; power consumption; simulated annealing; thermal aware floorplanning; Field programmable gate arrays; Linear programming; Mathematical model; Optimization; Power demand; Thermal resistance; Wires;
Conference_Titel :
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2015
Conference_Location :
Grenoble
Print_ISBN :
978-3-9815-3704-8