Improving peer awareness and group synchronization in MobilePeerDroid system: A comparison study for two fuzzy-based systems

被引:0
|
作者
Liu, Yi [1 ]
Ozera, Kosuke [1 ]
Matsuo, Keita [2 ]
Ikeda, Makoto [2 ]
Barolli, Leonard [2 ]
机构
[1] Fukuoka Inst Technol, Grad Sch Engn, Fukuoka, Fukuoka, Japan
[2] Fukuoka Inst Technol, Dept Informat & Commun Engn, Fukuoka, Fukuoka, Japan
基金
日本学术振兴会;
关键词
Peer awareness; group synchronization; MobilePeerDroid system; fuzzy logic; fuzzy-based systems;
D O I
10.3233/JHS-180598
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this work, we present a distributed event-based awareness approach for P2P groupware systems. We present two fuzzy-based systems for improving peer Awareness and Group Synchronization according to four parameters: Activity Awareness (AA), Sustained Communication Time (SCT), Group Synchronization (GS) and Number of Failed Tasks (NFT). Then, we use fuzzy-based model to decide Peer Coordition Quality (PCQ).We call the proposed systems: FPCQS1 and FPCQS2. We make a comparison study between FPCQS1 and FPCQS2. From the simulations results, we conclude that with increasing of the NFT, the PCQ is decreased. When AA, GS and SCT are high, the PCQ is high. The proposed systems can choose reliable peers with good peer coordination quality in mobilePeerDroid mobile system. Comparing the complexity, the FPCQS2 is more complex than FPCQS1. However, FPCQS2 considers also the NFT, which makes the system more reliable.
引用
收藏
页码:327 / 343
页数:17
相关论文
共 50 条
  • [21] A comparison study of two fuzzy-based systems for selection of actor node in wireless sensor actor networks
    Donald Elmazi
    Elis Kulla
    Tesuya Oda
    Evjola Spaho
    Shinji Sakamoto
    Leonard Barolli
    Journal of Ambient Intelligence and Humanized Computing, 2015, 6 : 635 - 645
  • [22] A fuzzy-based method for improving recall values in recommender systems
    Kiewra, Maciej
    Nguyen, Ngoc Thanh
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2009, 20 (1-2) : 89 - 104
  • [23] A comparison study of two implemented fuzzy-based models for decision of logical trust
    Higashi, Shunya
    Ampririt, Phudit
    Qafzezi, Ermioni
    Ikeda, Makoto
    Matsuo, Keita
    Barolli, Leonard
    JOURNAL OF HIGH SPEED NETWORKS, 2024, 30 (02) : 279 - 295
  • [24] A Fuzzy-based System for Improving Node Security in MANET Clusters
    Alinci, Mirjeta
    Inaba, Takaaki
    Elmazi, Donald
    Spaho, Evjola
    Kolici, Vladi
    Barolli, Leonard
    PROCEEDINGS OF 2016 10TH INTERNATIONAL CONFERENCE ON COMPLEX, INTELLIGENT, AND SOFTWARE INTENSIVE SYSTEMS (CISIS), 2016, : 53 - 60
  • [25] Effect of Storage Size on IoT Device Selection in Opportunistic Networks: A Comparison Study of Two Fuzzy-Based Systems
    Cuka, Miralda
    Elmazi, Donald
    Oda, Tetsuya
    Kulla, Elis
    Ikeda, Makoto
    Barolli, Leonard
    ADVANCES ON BROAD-BAND WIRELESS COMPUTING, COMMUNICATION AND APPLICATIONS, BWCCA-2017, 2018, 12 : 100 - 113
  • [26] Effect of Packet Error Rate on Selection of Actor Nodes in WSANs: A Comparison Study of Two Fuzzy-Based Systems
    Elmazi, Donald
    Cuka, Miralda
    Oda, Tetsuya
    Kulla, Elis
    Ikeda, Makoto
    Barolli, Leonard
    ADVANCES IN NETWORK-BASED INFORMATION SYSTEMS, NBIS-2017, 2018, 7 : 114 - 126
  • [27] A Comparison Study of Two Fuzzy-based Handover Systems for Avoiding Ping-Pong Effect in Wireless Cellular Networks
    Mino, Gjergji
    Barolli, Leonard
    Durresi, Arjan
    Xhafa, Fatos
    Koyama, Akio
    2009 INTERNATIONAL CONFERENCE ON NETWORK-BASED INFORMATION SYSTEMS, 2009, : 564 - +
  • [28] Coordination and management of cloud, fog and edge resources in SDN-VANETs using fuzzy logic: A comparison study for two fuzzy-based systems
    Qafzezi, Ermioni
    Bylykbashi, Kevin
    Ikeda, Makoto
    Matsuo, Keita
    Barolli, Leonard
    INTERNET OF THINGS, 2020, 11
  • [29] Implementation of a Fuzzy-Based Simulation System and a Testbed for Improving Driving Conditions in VANETs
    Bylykbashi, Kevin
    Elmazi, Donald
    Matsuo, Keita
    Ikeda, Makoto
    Barolli, Leonard
    COMPLEX, INTELLIGENT, AND SOFTWARE INTENSIVE SYSTEMS (CISIS 2019), 2020, 993 : 3 - 12
  • [30] Two Fuzzy-Based Systems for Selection of Actor Nodes inWireless Sensor and Actor Networks: A Comparison Study Considering Security Parameter Effect
    Elmazi, Donald
    Sakamoto, Shinji
    Oda, Tetsuya
    Kulla, Elis
    Spaho, Evjola
    Barolli, Leonard
    MOBILE NETWORKS & APPLICATIONS, 2016, 21 (01): : 53 - 64