Toward designing a dynamic CPU cap manager for timely dataflow platforms

Bastani, Saeed (author): Karlstads universitet,Institutionen för matematik och datavetenskap (from 2013)

Taheri, Javid (author): Karlstads universitet,Institutionen för matematik och datavetenskap (from 2013)

(creator_code:org_t)

Association for Computing Machinery (ACM), 2018
2018
English.
In: HPC '18 Proceedings of the High Performance Computing Symposium. - : Association for Computing Machinery (ACM). - 9781510860162 ; , s. 60-70

Abstract Subject headings

In this work, we propose a control-based solution for the problem of CPU resource allocation in data-flow platform that considers the degradation of performance caused by running concurrent data-flow processes. Our aim is to cut the QoS violation incidents for applications belonging to the highest QoS class. The performance of the proposed solution is bench-marked with the famous round robin algorithm. The experimental results confirms that the proposed algorithm can decrease the latency of processing data records for applications by 48% compared to the round robin policy.

TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Datorsystem (hsv//swe)
ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Computer Systems (hsv//eng)

Distributed data-flow processing engines
Quality of service
Scheduling and resource allocation algorithms
Concurrency control; Data transfer; Quality of service; Resource allocation; Routers; Scheduling algorithms
CPU resources; Data flow; Distributed data flow; QOS class; Resource allocation algorithms; Round Robin; Round Robin algorithms
Data handling
Computer Science
Datavetenskap

By the author/editor: Hoseinyfarahabad ...; Bastani, Saeed; Taheri, Javid; Zomaya, Albert Y ...; Tari, Zahir; Khan, Samee Ulla ...

About the subject

ENGINEERING AND TECHNOLOGY: ENGINEERING AND ...; and Electrical Engin ...; and Computer Systems

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