語系:
繁體中文
English
說明(常見問題)
登入
回首頁
切換:
標籤
|
MARC模式
|
ISBD
Designing Predictable Time-Aware and...
~
D’souza, Sandeep Maurice.
Designing Predictable Time-Aware and Energy-Efficient Cyber-Physical Systems.
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Designing Predictable Time-Aware and Energy-Efficient Cyber-Physical Systems./
作者:
D’souza, Sandeep Maurice.
出版者:
Ann Arbor : ProQuest Dissertations & Theses, : 2019,
面頁冊數:
297 p.
附註:
Source: Dissertations Abstracts International, Volume: 81-09, Section: B.
Contained By:
Dissertations Abstracts International81-09B.
標題:
Computer science. -
電子資源:
http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=27672169
ISBN:
9781392579183
Designing Predictable Time-Aware and Energy-Efficient Cyber-Physical Systems.
D’souza, Sandeep Maurice.
Designing Predictable Time-Aware and Energy-Efficient Cyber-Physical Systems.
- Ann Arbor : ProQuest Dissertations & Theses, 2019 - 297 p.
Source: Dissertations Abstracts International, Volume: 81-09, Section: B.
Thesis (Ph.D.)--Carnegie Mellon University, 2019.
This item must not be sold to any third party vendors.
Cyber-physical systems (CPS) involve the cyber components of computing and communication interacting with and controlling elements in the physical world. Emerging CPS are increasingly distributed and perform coordinated sensing and actuation over large geographical areas. Examples include local-scale industrial robots, city-scale traffic management, and regional/continental-scale smart grids. Hence, a hierarchy of resource-constrained embedded sensing/actuation nodes, edge cloudlets and the cloud will be key to enable scalable coordination, while simultaneously hosting the intelligence behind these systems. To meet the low-latency real-time requirements of CPS, these platforms typically harness a variety of computing resources ranging from multi-core processors to hardware accelerators such as general-purpose Graphics-Processing Units (GP-GPUs). In conjunction with low latency, a shared and precise notion of time is key to enabling coordinated action in distributed CPS. Hence, in this dissertation, we introduce abstractions, system-design methodologies and frameworks that enable time-based coordination in geo-distributed cyber-physical systems. While a shared notion of time enables coordination at the distributed scope, to coordinate effectively it is also necessary to simultaneously schedule multiple application components at the scope of each node, such that all deadlines are met, while ensuring that the resource/physical constraints of the system are satisfied. Therefore, this dissertation also introduces energy-, thermal- and resource-efficient analyzable real-time scheduling techniques for applications deployed on platforms utilizing both multi-core processors and hardware accelerators. Our proposed solutions are readily applicable to commodity embedded, edge and cloud platforms, and together can enable time-aware and energy-efficient CPS.
ISBN: 9781392579183Subjects--Topical Terms:
573171
Computer science.
Subjects--Index Terms:
Clock synchronization
Designing Predictable Time-Aware and Energy-Efficient Cyber-Physical Systems.
LDR
:03065nam a2200373 4500
001
951888
005
20200821052219.5
008
200914s2019 ||||||||||||||||| ||eng d
020
$a
9781392579183
035
$a
(MiAaPQ)AAI27672169
035
$a
AAI27672169
040
$a
MiAaPQ
$c
MiAaPQ
100
1
$a
D’souza, Sandeep Maurice.
$3
1241384
245
1 0
$a
Designing Predictable Time-Aware and Energy-Efficient Cyber-Physical Systems.
260
1
$a
Ann Arbor :
$b
ProQuest Dissertations & Theses,
$c
2019
300
$a
297 p.
500
$a
Source: Dissertations Abstracts International, Volume: 81-09, Section: B.
500
$a
Advisor: Rajkumar, Raj.
502
$a
Thesis (Ph.D.)--Carnegie Mellon University, 2019.
506
$a
This item must not be sold to any third party vendors.
520
$a
Cyber-physical systems (CPS) involve the cyber components of computing and communication interacting with and controlling elements in the physical world. Emerging CPS are increasingly distributed and perform coordinated sensing and actuation over large geographical areas. Examples include local-scale industrial robots, city-scale traffic management, and regional/continental-scale smart grids. Hence, a hierarchy of resource-constrained embedded sensing/actuation nodes, edge cloudlets and the cloud will be key to enable scalable coordination, while simultaneously hosting the intelligence behind these systems. To meet the low-latency real-time requirements of CPS, these platforms typically harness a variety of computing resources ranging from multi-core processors to hardware accelerators such as general-purpose Graphics-Processing Units (GP-GPUs). In conjunction with low latency, a shared and precise notion of time is key to enabling coordinated action in distributed CPS. Hence, in this dissertation, we introduce abstractions, system-design methodologies and frameworks that enable time-based coordination in geo-distributed cyber-physical systems. While a shared notion of time enables coordination at the distributed scope, to coordinate effectively it is also necessary to simultaneously schedule multiple application components at the scope of each node, such that all deadlines are met, while ensuring that the resource/physical constraints of the system are satisfied. Therefore, this dissertation also introduces energy-, thermal- and resource-efficient analyzable real-time scheduling techniques for applications deployed on platforms utilizing both multi-core processors and hardware accelerators. Our proposed solutions are readily applicable to commodity embedded, edge and cloud platforms, and together can enable time-aware and energy-efficient CPS.
590
$a
School code: 0041.
650
4
$a
Computer science.
$3
573171
650
4
$a
Computer engineering.
$3
569006
650
4
$a
Electrical engineering.
$3
596380
653
$a
Clock synchronization
653
$a
Cyber-physical systems
653
$a
Energy-aware scheduling
653
$a
Operating systems
653
$a
Real-time scheduling
690
$a
0984
690
$a
0464
690
$a
0544
710
2
$a
Carnegie Mellon University.
$b
Electrical and Computer Engineering.
$3
1182305
773
0
$t
Dissertations Abstracts International
$g
81-09B.
790
$a
0041
791
$a
Ph.D.
792
$a
2019
793
$a
English
856
4 0
$u
http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=27672169
筆 0 讀者評論
多媒體
評論
新增評論
分享你的心得
Export
取書館別
處理中
...
變更密碼[密碼必須為2種組合(英文和數字)及長度為10碼以上]
登入