TY - CHAP
T1 - New Architecture
T2 - Cloud-Enabled CPS
AU - Zhu, Quanyan
AU - Xu, Zhiheng
N1 - Publisher Copyright:
© 2020, The Author(s), under exclusive license to Springer Nature Switzerland AG.
PY - 2020
Y1 - 2020
N2 - Large-scale CPSs gather an increasing amount of data from networked and distributed sensors. They require a significant amount of computational resources to process the data, extract the information, and control the plants to achieve system objectives. As a result, resource-constrained control systems are not able to attain these objectives with conventional system architectures. For example, in the case of nano and microrobots, the size of the physical part of the robots is often limited. It constrains the hardware’s resources, making it impractical for the robots to handle complex sensing information, such as video and image information. The recent development of Cloud Computing Technologies (CCTs) makes it possible to resolve the resource-constrained issues of CPSs. CCTs provide massive computing resources and storage resources to CPSs and extensively enhance their performance by migrating massive local computations to a cloud. This chapter briefly introduces the advantages and basic framework of the CE-CPS.
AB - Large-scale CPSs gather an increasing amount of data from networked and distributed sensors. They require a significant amount of computational resources to process the data, extract the information, and control the plants to achieve system objectives. As a result, resource-constrained control systems are not able to attain these objectives with conventional system architectures. For example, in the case of nano and microrobots, the size of the physical part of the robots is often limited. It constrains the hardware’s resources, making it impractical for the robots to handle complex sensing information, such as video and image information. The recent development of Cloud Computing Technologies (CCTs) makes it possible to resolve the resource-constrained issues of CPSs. CCTs provide massive computing resources and storage resources to CPSs and extensively enhance their performance by migrating massive local computations to a cloud. This chapter briefly introduces the advantages and basic framework of the CE-CPS.
UR - http://www.scopus.com/inward/record.url?scp=85096389206&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85096389206&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-60251-2_3
DO - 10.1007/978-3-030-60251-2_3
M3 - Chapter
AN - SCOPUS:85096389206
T3 - Advances in Information Security
SP - 19
EP - 24
BT - Advances in Information Security
PB - Springer
ER -