On the need for applications aware adaptive middleware in real-time RDF data analysis (short paper)

Zia Ush Shamszaman; Muhammad Intizar Ali

doi:10.1007/978-3-319-69459-7_13

On the need for applications aware adaptive middleware in real-time RDF data analysis (short paper)

Zia Ush Shamszaman, Muhammad Intizar Ali

Department of Computing & Games

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Citation (Scopus)

Abstract

Nowadays a handful applications are designed to consume dynamic real-time continuous stream data from IoT, Social network, Smart sensors and more. Several RDF Stream Processing (RSP) engines are available to query those data streams. Application designers have the freedom to select the best available RSP engine based on their application requirements. However, this selection needs to be done at design time resulting in early bound rigid solutions that are unable to adapt to changing application requirements. In this paper, we have evaluated two most popular RSP engines to proof that adaptivity is required to bridge the gap between RSP engines and applications requirement. Then we propose an adaptive middleware to adapt to dynamic application requirements during run-time. Moreover, adaptive middleware includes input and output control, monitoring the status of the underlying RSP engines, as a result the adaptive middleware is essential when single or multiple instances of same type engines are available.

Original language	English
Title of host publication	On the Move to Meaningful Internet Systems. OTM 2017 Conferences - Confederated International Conferences
Subtitle of host publication	CoopIS, C and TC, and ODBASE 2017, Proceedings
Editors	Adrian Paschke, Christophe Debruyne, Walid Gaaloul, Mike Papazoglou, Herve Panetto, Claudio Agostino Ardagna, Robert Meersman
Publisher	Springer-Verlag
Pages	189-197
Number of pages	9
ISBN (Print)	9783319694580
DOIs	https://doi.org/10.1007/978-3-319-69459-7_13
Publication status	Published - 21 Oct 2017
Event	2017 Confederated International Conference On the Move to Meaningful Internet Systems: held in conjunction with Conferences on CoopIS, CandTC and ODBASE 2017 - Rhodes, Greece Duration: 23 Sept 2017 → 27 Sept 2017

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	10574 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	2017 Confederated International Conference On the Move to Meaningful Internet Systems
Abbreviated title	OTM 2017
Country/Territory	Greece
City	Rhodes
Period	23/09/17 → 27/09/17

Bibliographical note

Publisher Copyright:
© 2017, Springer International Publishing AG.

Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.

Access to Document

10.1007/978-3-319-69459-7_13

Cite this

Shamszaman, Z. U., & Ali, M. I. (2017). On the need for applications aware adaptive middleware in real-time RDF data analysis (short paper). In A. Paschke, C. Debruyne, W. Gaaloul, M. Papazoglou, H. Panetto, C. A. Ardagna, & R. Meersman (Eds.), On the Move to Meaningful Internet Systems. OTM 2017 Conferences - Confederated International Conferences: CoopIS, C and TC, and ODBASE 2017, Proceedings (pp. 189-197). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10574 LNCS). Springer-Verlag. https://doi.org/10.1007/978-3-319-69459-7_13

Shamszaman, Zia Ush ; Ali, Muhammad Intizar. / On the need for applications aware adaptive middleware in real-time RDF data analysis (short paper). On the Move to Meaningful Internet Systems. OTM 2017 Conferences - Confederated International Conferences: CoopIS, C and TC, and ODBASE 2017, Proceedings. editor / Adrian Paschke ; Christophe Debruyne ; Walid Gaaloul ; Mike Papazoglou ; Herve Panetto ; Claudio Agostino Ardagna ; Robert Meersman. Springer-Verlag, 2017. pp. 189-197 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Shamszaman, ZU & Ali, MI 2017, On the need for applications aware adaptive middleware in real-time RDF data analysis (short paper). in A Paschke, C Debruyne, W Gaaloul, M Papazoglou, H Panetto, CA Ardagna & R Meersman (eds), On the Move to Meaningful Internet Systems. OTM 2017 Conferences - Confederated International Conferences: CoopIS, C and TC, and ODBASE 2017, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10574 LNCS, Springer-Verlag, pp. 189-197, 2017 Confederated International Conference On the Move to Meaningful Internet Systems, Rhodes, Greece, 23/09/17. https://doi.org/10.1007/978-3-319-69459-7_13

On the need for applications aware adaptive middleware in real-time RDF data analysis (short paper). / Shamszaman, Zia Ush; Ali, Muhammad Intizar.
On the Move to Meaningful Internet Systems. OTM 2017 Conferences - Confederated International Conferences: CoopIS, C and TC, and ODBASE 2017, Proceedings. ed. / Adrian Paschke; Christophe Debruyne; Walid Gaaloul; Mike Papazoglou; Herve Panetto; Claudio Agostino Ardagna; Robert Meersman. Springer-Verlag, 2017. p. 189-197 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10574 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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T1 - On the need for applications aware adaptive middleware in real-time RDF data analysis (short paper)

AU - Shamszaman, Zia Ush

AU - Ali, Muhammad Intizar

PY - 2017/10/21

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N2 - Nowadays a handful applications are designed to consume dynamic real-time continuous stream data from IoT, Social network, Smart sensors and more. Several RDF Stream Processing (RSP) engines are available to query those data streams. Application designers have the freedom to select the best available RSP engine based on their application requirements. However, this selection needs to be done at design time resulting in early bound rigid solutions that are unable to adapt to changing application requirements. In this paper, we have evaluated two most popular RSP engines to proof that adaptivity is required to bridge the gap between RSP engines and applications requirement. Then we propose an adaptive middleware to adapt to dynamic application requirements during run-time. Moreover, adaptive middleware includes input and output control, monitoring the status of the underlying RSP engines, as a result the adaptive middleware is essential when single or multiple instances of same type engines are available.

AB - Nowadays a handful applications are designed to consume dynamic real-time continuous stream data from IoT, Social network, Smart sensors and more. Several RDF Stream Processing (RSP) engines are available to query those data streams. Application designers have the freedom to select the best available RSP engine based on their application requirements. However, this selection needs to be done at design time resulting in early bound rigid solutions that are unable to adapt to changing application requirements. In this paper, we have evaluated two most popular RSP engines to proof that adaptivity is required to bridge the gap between RSP engines and applications requirement. Then we propose an adaptive middleware to adapt to dynamic application requirements during run-time. Moreover, adaptive middleware includes input and output control, monitoring the status of the underlying RSP engines, as a result the adaptive middleware is essential when single or multiple instances of same type engines are available.

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SN - 9783319694580

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 189

EP - 197

BT - On the Move to Meaningful Internet Systems. OTM 2017 Conferences - Confederated International Conferences

A2 - Paschke, Adrian

A2 - Debruyne, Christophe

A2 - Gaaloul, Walid

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A2 - Meersman, Robert

PB - Springer-Verlag

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Y2 - 23 September 2017 through 27 September 2017

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Shamszaman ZU, Ali MI. On the need for applications aware adaptive middleware in real-time RDF data analysis (short paper). In Paschke A, Debruyne C, Gaaloul W, Papazoglou M, Panetto H, Ardagna CA, Meersman R, editors, On the Move to Meaningful Internet Systems. OTM 2017 Conferences - Confederated International Conferences: CoopIS, C and TC, and ODBASE 2017, Proceedings. Springer-Verlag. 2017. p. 189-197. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-69459-7_13

On the need for applications aware adaptive middleware in real-time RDF data analysis (short paper)

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