Hardware-Software Co-design for Reconfigurable Field Programmable Gate Arrays Using Mixed-Integer Programming
Faridah M. Ali, H.M. Al-Hamadi, Ahmed Eisa Ghoniem, Hanif D. Sherali · 2012
This paper presents a novel mixed-integer programming formulation for scheduling non-preemptive, aperiodic, hard real-time tasks with precedence constraints. It provides an integrated partitioning and scheduling co-synthesis approach. The problem formulation maps some n precedence-related, indivisible jobs having specified processing requirements, release times, and due-dates to a system involving a single Central Processing Unit (CPU) and up to m potential reconfigurable Field Programmable Gate Arrays (FPGAs). We provide a time-indexed mixed-integer 0-1 programming formulation that jointly assigns tasks to either the CPU or to one of the FPGAs, and determines the task sequence for each software or hardware component that is utilized, with the objective of minimizing a composite cost of task partitioning and scheduling. Computational experience is provided using randomly generated instances to demonstrate the applicability of the proposed methodology. Povzetek: Predstavljen je algoritem za porazdeljevanje opravil pri snovanju programske in strojne opreme. 1