Robust Quality Management for Differentiated Imprecise Data Services

Gunnarsson, SvanteLinköpings universitet,Reglerteknik,Tekniska högskolan (author)

Several applications, such as Web services and e-commerce, are operating in open environments where the workload characteristics, such as the load applied on the system and the worst-case execution times, are inaccurate or even not known in advance. This implies that transactions submitted to a real-time database cannot be subject to exact schedulability analysis given the lack of a priori knowledge of the workload. In this paper we propose an approach, based on feedback control, for managing the quality of service of real-time databases that provide imprecise and differentiated services, given inaccurate workload characteristics. For each service class, the database operator specifies the quality of service requirements by explicitly declaring the precision requirements of the data and the results of the transactions. The performance evaluation shows that our approach provides reliable quality of service even in the face of varying load and inaccurate execution time estimates.

Amirijoo, MehdiLinköpings universitet,RTSLAB - Laboratoriet för realtidssystem,Tekniska högskolan(Swepub:liu)amime55 (author)
Hansson, JörgenLinköpings universitet,RTSLAB - Laboratoriet för realtidssystem,Tekniska högskolan(Swepub:liu)jorha94 (author)
Son, Sang HUniversity of Virginia, Charlottesville, USA (author)
Linköpings universitetReglerteknik (creator_code:org_t)

In:Proceedings of the 25th IEEE International Real-Time Systems Symposium, s. 265-2750769522475

By the author/editor: Gunnarsson, Svan ...; Amirijoo, Mehdi; Hansson, Jörgen; Son, Sang H

About the subject

ENGINEERING AND TECHNOLOGY: ENGINEERING AND ...; and Electrical Engin ...; and Control Engineer ...

Kungliga biblioteket hanterar dina personuppgifter i enlighet med EU:s dataskyddsförordning (2018), GDPR. Läs mer om hur det funkar här.
Så här hanterar KB dina uppgifter vid användning av denna tjänst.