Dynamic Task Allocation for Robotic Network Cloud Systems

被引:6
作者
Alirezazadeh, Saeid [1 ]
Alexandre, Luis A. [2 ]
机构
[1] Univ Beira Interior, C4 Cloud Comp Competence Ctr C4 UBI, Rua Marque Avila & Bolama, P-6201001 Covilha, Portugal
[2] Univ Beira Interior, NOVA LINCS, Covilha, Portugal
来源
2020 IEEE INTL SYMP ON PARALLEL & DISTRIBUTED PROCESSING WITH APPLICATIONS, INTL CONF ON BIG DATA & CLOUD COMPUTING, INTL SYMP SOCIAL COMPUTING & NETWORKING, INTL CONF ON SUSTAINABLE COMPUTING & COMMUNICATIONS (ISPA/BDCLOUD/SOCIALCOM/SUSTAINCOM 2020) | 2020年
关键词
cloud; fog; edge; hyperspace; task scheduling; ARCHITECTURE;
D O I
10.1109/ISPA-BDCloud-SocialCom-SustainCom51426.2020.00181
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Every robotic network cloud system can be seen as a graph with nodes as hardware with independent computational processing powers and edges as data transmissions between nodes. When assigning a task to a node we may change several values corresponding to the node such as distance to other nodes, the time to complete all of its tasks, the energy level of the node, energy consumed while performing all of its tasks, geometrical position, communication with other nodes, and so on. These values can be seen as fingerprints for the current state of the node which can be evaluated as a subspace of a hyperspace. We proposed a theoretical model describing how assigning tasks to a node will change the subspace of the hyperspace, and from that, we show how to obtain the optimal task allocation. We described the communication instability between nodes and the capability of nodes as subspaces of a hyperspace. We translate task scheduling to nodes as finding the maximum volume of the hyperspace.
引用
收藏
页码:1221 / 1228
页数:8
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