Architecture of RETE network hardware accelerator for real-time context-aware system

被引:0
|
作者
Lee, Seung Wook [1 ]
Kim, Jong Tae [1 ]
Wang, Hongmoon [1 ]
Bae, Dae Jin [1 ]
Lee, Keon Myung [1 ]
Lee, Jee Hyung [1 ]
Jeon, Jae Wook [1 ]
机构
[1] Sungkyunkwan Univ, Sch Informat & Commun Engn, Suwon, South Korea
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Context-aware systems, such as intelligent home-care systems or mobile communication devices that are aware of the channel environment, need reasoning ability with numerous rules to manage the current context. Reasoning techniques based on rule-based systems can be used for the efficient reasoning method of these numerous rules. The RETE algorithm has been used for the matching of reasoning rules in rule-based systems. However, the characteristics of the RETE algorithm cause it to have poor performance in Von Neumann computer systems. In this paper, we propose a novel architecture for the RETE network hardware accelerator, which provides efficient reasoning processing performance. Using the parallel RETE network hardware architecture, this accelerator can overcome the architectural constraints imposed by Von Neumann computer systems.
引用
收藏
页码:401 / 408
页数:8
相关论文
共 50 条
  • [1] Paving the Way for a Real-Time Context-Aware Predictive Architecture
    Corral-Plaza, David
    Ortiz, Guadalupe
    Boubeta-Puig, Juan
    [J]. SERVICE-ORIENTED COMPUTING - ICSOC 2017 WORKSHOPS, 2018, 10797 : 369 - 374
  • [2] Real-Time Context-Aware Recommendation System for Tourism
    Yoon, JunHo
    Choi, Chang
    [J]. SENSORS, 2023, 23 (07)
  • [3] Real-time Context-aware learning System for IoT Applications
    Das, Bhaskar
    Almhana, Jalal
    Karim, Lutful
    [J]. 2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), 2022, : 305 - 310
  • [4] A hierarchical, scalable architecture for a real-time monitoring system for an electrocardiography, using context-aware computing
    Borujeni, Ahmad Malekian
    Fathy, Mahmood
    Mozayani, Nasser
    [J]. JOURNAL OF BIOMEDICAL INFORMATICS, 2019, 96
  • [5] Real-time system-on-a-chip architecture for rule-based context-aware computing
    Lee, SW
    Kim, JT
    Sohn, BK
    Lee, KM
    Lee, JH
    Jeon, JW
    Lee, S
    [J]. KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS, 2005, 3681 : 1014 - 1020
  • [6] Taxonomy and software architecture for real-time context-aware collaborative smart environments
    Bazan-Munoz, Adrian
    Ortiz, Guadalupe
    Augusto, Juan C.
    Garcia-de-Prado, Alfonso
    [J]. INTERNET OF THINGS, 2024, 26
  • [7] Real-time Context-aware Network Security Policy Enforcement System (RC-NSPES)
    Badii, A.
    Carter, A.
    Handzlik, A.
    Bojanic, S.
    Englert, T.
    Patel, D.
    Pejovic, V.
    Chorazyczewski, A.
    Hameed, K.
    Bankovic, Z.
    [J]. ICNS: 2009 FIFTH INTERNATIONAL CONFERENCE ON NETWORKING AND SERVICES, 2009, : 112 - +
  • [8] A Real-Time, Distributed and Context-Aware System for Managing Solidarity Campaigns
    Alves, Ana
    Dias, Tiago
    Silva, David
    [J]. ADCAIJ-ADVANCES IN DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE JOURNAL, 2015, 4 (02): : 25 - 40
  • [9] PolypSeg plus : A Lightweight Context-Aware Network for Real-Time Polyp Segmentation
    Wu, Huisi
    Zhao, Zebin
    Zhong, Jiafu
    Wang, Wei
    Wen, Zhenkun
    Qin, Jing
    [J]. IEEE TRANSACTIONS ON CYBERNETICS, 2023, 53 (04) : 2610 - 2621
  • [10] Real-time context-aware social media recommendation
    Zhou, Xiangmin
    Qin, Dong
    Chen, Lei
    Zhang, Yanchun
    [J]. VLDB JOURNAL, 2019, 28 (02): : 197 - 219