Abstract
Data Stream Management (DSM) addresses the continuous processing of sensor data. DSM requires the combination of stream operators, which may run on different distributed devices, into stream processes. Due to the recent advantages in sensor technologies and wireless communication, the amount of information generated by DSM will increase significantly. In order to efficiently deal with this streaming information, Digital Library (DL) systems have to merge with DSM systems. Especially in healthcare, the continuous monitoring of patients at home (telemonitoring) will generate a significant amount of information stored in an e-health digital library (electronic patient record). In order to stream-enable DL systems, we present an integrated data stream management and Digital Library infrastructure in this work. A vital requirement for healthcare applications is however that this infrastructure provides a high degree of reliability. In this paper, we present novel approaches to reliable DSM within a DL infrastructure. In particular, we propose information filtering operators, a declarative query engine called MXQuery, and efficient operator checkpointing to maintain high result quality of DSM. Furthermore, we present a demonstrator implementation of the integrated DSM and DL infrastructure, called OSIRIS-SE. OSIRIS-SE supports flexible and efficient failure handling to ensures complete and consistent continuous data stream processing and execution of DL processes even in the case of multiple failures.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Agosti, M., Beretti, S., Brettlecker, G., Bimbo, A., Ferro, N., Fuhr, N., Keim, D., Klas, C., Lidy, T., Norrie, M., Ranaldi, P., Rauber, A., Schek, H., Schreck, T., Schuldt, H., Signer, B., Springman, M.: DelosDLMS - the Integrated DELOS Digital Library Management System. In: Post-proceedings of Delos Conference on Digital Libraries (2007)
Schuldt, H.: Service-oriented Advanced Digital Libraries in Healthcare and their Application to Virtual Electronic Health Records and Telemonitoring. In: HDL 2005. Proc. of the Healthcare Digital Libraries Workshop (2005)
Petersen, S., Peto, V., Rayner, M., Leal, J., Luengo-Fernandez, R., Gray, A.: The European Cardiovascular Disease Statistics. In: European Heart Network (2005)
Park, S., Mackenzie, K., Jayaraman, S.: The wearable motherboard: a framework for personalized mobile information processing (PMIP). In: Proc. of the 39th Conf. on Design Automation, pp. 170–174 (2002)
Animas Technologies: The Glucowatch G2 Biographer (2007), http://www.glucowatch.com
Dittrich, J.P., Fischer, P.M., Kossmann, D.: Agile: adaptive indexing for context-aware information filters. In: Proc. of the SIGMOD Conference, pp. 215–226 (2005)
Fischer, P.M., Kossmann, D.: Batched processing for information filters. In: ICDE 2005. Proc. of International Conference on Data Engineering, pp. 902–913 (2005)
Fischer, P.M., Kossmann, D.: Quality of Service in Stateful Information Filters. In: Proc. of International Workshop Data Management in Sensor Networks (DMSN), pp. 41–46 (2006)
Fischer, P.M., et al.: MXQuery (2007), http://mxquery.org
Carey, M., Chamberlin, D., Fernandez, M., Florescu, D., Ghelli, G., Kossmann, D., Robie, J., Simeon, J.: XQueryP: An XML Application Development Language. In: Proc. of XML Conference (December 2006)
Abadi, D., Carney, D., Çetintemel, U., Cherniack, M., Convey, C., Lee, S., Stonebraker, M., Tatbul, N., Zdonik, S.: Aurora: A New Model and Architecture for Data Stream Management. VLDB Journal Special Issue on Best Papers of VLDB 2002 12(2) (2003)
Schuler, C., Schuldt, H., Türker, C., Weber, R., Schek, H.-J.: Peer-to-Peer Execution of (Transactional) Processes. International Journal of Cooperative Information Systems (IJCIS) 14(4), 377–405 (2005)
Schuler, C., Weber, R., Schuldt, H., Schek, H.J.: Peer–to–Peer Process Execution with OSIRIS. In: Proc. of ICSOC Conf., Trento, Italy, pp. 483–498 (2003)
Schuler, C., Weber, R., Schuldt, H., Schek, H.J.: Scalable Peer–to–Peer Process Management – The OSIRIS Approach. In: Proc. of ICWS Conf., San Diego, CA, USA, pp. 26–34 (2004)
Weber, R., Schuler, C., Neukomm, P., Schuldt, H., Schek, H.J.: Web Service Composition with O’Grape and OSIRIS. In: Proc. of VLDB Conf., Berlin, Germany (2003)
Brettlecker, G., Schuldt, H., Schatz, R.: Hyperdatabases for Peer–to–Peer Data Stream Processing. In: Proc. of ICWS Conf., San Diego, CA, USA, pp. 358–366 (2004)
Brettlecker, G., Schuldt, H., Schek, H.J.: Towards Reliable Data Stream Processing with OSIRIS-SE. In: Proc. of BTW Conf., Karlsruhe, Germany, pp. 405–414 (March 2005)
Brettlecker, G., Schek, H.J., Schuldt, H.: Eine Pervasive-Healthcare-Infrastruktur für die verlässliche Informationsverwaltung und -verarbeitung im Gesundheitswesen. Datenbank-Spektrum 6(17), 33–41 (2006)
Brettlecker, G., Schuldt, H., Schek, H.J.: Efficient and Coordinated Checkpointing for Reliable Distributed Data Stream Management. In: Manolopoulos, Y., Pokorný, J., Sellis, T. (eds.) ADBIS 2006. LNCS, vol. 4152, pp. 296–312. Springer, Heidelberg (2006)
Hwang, J., Balazinska, M., Rasin, A., Cetintemel, U., Stonebraker, M., Zdonik, S.: High Availability Algorithms for Distributed Stream Processing. In: Proc. of ICDE Conference, Tokyo, Japan, pp. 779–790 (April 2005)
Balazinska, M., Balakrishnan, H., Madden, S., Stonebraker, M.: Fault-Tolerance in the Borealis Distributed Stream Processing System. In: Proc. of ACM SIGMOD Conf., Baltimore, MD, USA, June 2005, pp. 13–24. ACM Press, New York (2005)
Chandrasekaran, S., et al.: TelegraphCQ: Continuous Dataflow Processing for an Uncertain World. In: Proc. of CIDR Conf., Asilomar, USA (2003)
Shah, M.A., Hellerstein, J.M., Brewer, E.: High Available, Fault-Tolerant, Parallel Dataflows. In: Proc. of ACM SIGMOD Conf., Paris, France, pp. 827–838. ACM Press, New York (2004)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2007 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Brettlecker, G., Schuldt, H., Fischer, P., Schek, HJ. (2007). Integration of Reliable Sensor Data Stream Management into Digital Libraries. In: Thanos, C., Borri, F., Candela, L. (eds) Digital Libraries: Research and Development. DELOS 2007. Lecture Notes in Computer Science, vol 4877. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-77088-6_7
Download citation
DOI: https://doi.org/10.1007/978-3-540-77088-6_7
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-77087-9
Online ISBN: 978-3-540-77088-6
eBook Packages: Computer ScienceComputer Science (R0)