Adaptive domain-specific service monitoring

Name: Adaptive domain-specific service monitoring
Author: Ünsal, A. A., Sazara, G., Aktemur, Tankut Barış, Sözer, Hasan

İsim	Adaptive domain-specific service monitoring
Yazar	Ünsal, A. A., Sazara, G., Aktemur, Tankut Barış, Sözer, Hasan
Basım Tarihi:	2014
Basım Yeri	- Springer Science+Business Media
Konu	Domain-specific service monitoring
Tür	Belge
Dil	İngilizce
Dijital	Evet
Yazma	Hayır
Kütüphane:	Özyeğin Üniversitesi
Demirbaş Numarası	978-3-319-12241-0
Kayıt Numarası	a81d0eb7-a9c1-4bff-976d-6fbf878e6e33
Lokasyon	Computer Science
Tarih	2014
Notlar	Due to copyright restrictions, the access to the full text of this article is only available via subscription.
Örnek Metin	We propose an adaptive and domain-specific service monitoring approach to detect partner service errors in a cost-effective manner. Hereby, we not only consider generic errors such as file not found or connection timed out, but also take domain-specific errors into account. The detection of each type of error entails a different monitoring cost in terms of the consumed resources. To reduce costs, we adapt the monitoring frequency for each service and for each type of error based on the measured error rates and a cost model. We introduce an industrial case study from the broadcasting and content-delivery domain for improving the user-perceived reliability of Smart TV systems. We demonstrate the effectiveness of our approach with real data collected to be relevant for a commercial TV portal application. We present empirical results regarding the trade-off between monitoring overhead and error detection accuracy. Our results show that each service is usually subject to various types of errors with different error rates and exploiting this variation can reduce monitoring costs by up to 30% with negligible compromise on the quality of monitoring.
DOI	10.1007/978-3-319-12241-0_12
Cilt	8785

Kaynağa git Özyeğin Üniversitesi

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Özyeğin Üniversitesi

Kaynağa git

Adaptive domain-specific service monitoring

Yazar Ünsal, A. A., Sazara, G., Aktemur, Tankut Barış, Sözer, Hasan

Basım Tarihi 2014

Basım Yeri - Springer Science+Business Media

Konu Domain-specific service monitoring

Tür Belge

Dil İngilizce

Dijital Evet

Yazma Hayır

Kütüphane Özyeğin Üniversitesi

Demirbaş Numarası 978-3-319-12241-0

Kayıt Numarası a81d0eb7-a9c1-4bff-976d-6fbf878e6e33

Lokasyon Computer Science

Tarih 2014

Notlar Due to copyright restrictions, the access to the full text of this article is only available via subscription.

Örnek Metin We propose an adaptive and domain-specific service monitoring approach to detect partner service errors in a cost-effective manner. Hereby, we not only consider generic errors such as file not found or connection timed out, but also take domain-specific errors into account. The detection of each type of error entails a different monitoring cost in terms of the consumed resources. To reduce costs, we adapt the monitoring frequency for each service and for each type of error based on the measured error rates and a cost model. We introduce an industrial case study from the broadcasting and content-delivery domain for improving the user-perceived reliability of Smart TV systems. We demonstrate the effectiveness of our approach with real data collected to be relevant for a commercial TV portal application. We present empirical results regarding the trade-off between monitoring overhead and error detection accuracy. Our results show that each service is usually subject to various types of errors with different error rates and exploiting this variation can reduce monitoring costs by up to 30% with negligible compromise on the quality of monitoring.

DOI 10.1007/978-3-319-12241-0_12

Cilt 8785