0% Complete
فارسی
Home
/
یازدهمین کنفرانس بین المللی فناوری اطلاعات و دانش
A Potential Solutions-Based Parallelized GA for Application Graph Mapping in Reconfigurable Hardware
Authors :
Seyed Mehdi Mohtavipour
1
Hadi Shahriar Shahhoseini
2
1- Iran University of Science and Technology
2- Iran University of Science and Technology
Keywords :
High-Performance Computing, Reconfigurable Hardware, Application Compilation, Evolutionary Algorithms, Smart Searching
Abstract :
High-performance computing systems including Reconfigurable Hardware (RH) such as Field Programmable Gate Array (FPGA) proved a significant impact on the speed of application execution with useful reconfiguration and parallelism attributes. To make one application executable on RH, it is required to perform some heavy computational compilation preprocessing phases. In this paper, we aim to reduce compilation overhead in the NP-hard problem of the mapping phase by utilizing a novel parallelized Genetic Algorithm (GA) which is based on potential solutions in the search space. In the search space of possible solutions, we analytically separate weak and potential solutions to guide the GA for reaching the optimal solution faster. Moreover, this separation has been carried out independently to add parallelism into our GA and also, to switch between search spaces for keeping the generalization of GA exploration. Comparison results showed that our approach could make a considerable gap at the starting points of solution searching and therefore, found the optimal solution in a more reasonable time.
Papers List
List of archived papers
مدیریت توأم منابع و خواب ایستگاه پایه مبتنی بر یادگیری تقویتی در شبکه های فوق متراکم با ارتباطات دو طرفه
طاهره رحمتی - بهروز شاهقلی قهفرخی
ParsEL 1.0: Unsupervised Entity Linking in Persian Social Media Texts
Majid Asgari-bidhendi - Farzane Fakhrian - Dr Behrouz Minaei-bidgoli
Persian deaf sign language recognition system using deep learning
Mohammad Ebrahimi
Inner and Outer Bearing Fault Diagnosis of electrical Motors Using a Proposed Algorithm and Vibration Signals
Vahid Safari Dehnavi - Masoud Shafiee
بهبود رهگیری در زنجیره تامین با استفاده از فناوری زنجیره بلوکی
سید عماد موسوی - مهرداد آشتیانی
Paths-oriented Test Data Generation using Genetic Algorithm
Mohammad Reza Hassanpour Charmchi - Dr Bagher Rahimpour cami
Improving Long-Term Engagement of Insurance Brokerages by Providing Gamified Configurations Based on The Delphi Method
Hosein Bayati - Fattaneh Taghiyareh - Sahand Hashemi
A Hybrid Method to Reduce the Voltage Consumption in the Spiking Neural Networks
Shaghayegh Mehdizadeh saraj - Seyyed Amir Asghari - Mohammadreza Binesh Marvasti
Effective Design of Reversible 2×2 Vedic Multiplier With Low Cost
Mojtaba Noorallahzadeh - Mohammad Mosleh - Ali Shahidikia
Knowledge Graph Based Retrieval-Augmented Generation for Multi-Hop Question Answering Enhancement
Mahdi Amiri Shavaki - Pouria Omrani - Ramin Toosi - Mohammad Ali Akhaee
more
Samin Hamayesh - Version 41.3.1