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A Blockchain-Based Decentralized Security Architecture for IoT Read chapter Read first chapter

2018 | OriginalPaper | Chapter

QoS-Aware Resource Allocation for Mobile IoT Pub/Sub Systems

Authors : Raphael Gomes, Georgios Bouloukakis, Fábio Costa, Nikolaos Georgantas, Ricardo da Rocha

Published in: Internet of Things – ICIOT 2018

Publisher: Springer International Publishing

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Abstract

IoT applications are usually characterized by large-scale demand and the widespread use of mobile devices. Similarly, performing interaction among application and system components in a decoupled and elastic way, and enforcing Quality of Service (QoS) usually also become issues. Hence, paradigms such as pub/sub on top of cloud resources represent a suitable strategy for application development. However, management of QoS-aware resource allocation for pub/sub systems remains challenging, especially when system peers connect in an intermittent way. In this paper, we propose a new approach for resource allocation focusing on end-to-end performance in face of peers’ disconnections. We evaluate and demonstrate the benefits of our approach using simulations. QoS enforcement was achieved in almost all scenarios, and we have shown that our approach can help reasoning about efficient resource allocation.

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previous chapter Algebraic Service Composition for User-Centric IoT Applications
next chapter ProCal: A Low-Cost and Programmable Calibration Tool for IoT Devices
Footnotes
Literature
1.
Aarts, E., Korst, J.: Simulated Annealing and Boltzmann Machines. Wiley, New York (1988)MATH
2.
3.
4.
Atzori, L., Iera, A., Morabito, G.: The Internet of Things: a survey. Comput. Netw. 54, 2787–2805 (2010)CrossRef
5.
Baldoni, R., Querzoni, L., Virgillito, A.: Distributed event routing in publish/subscribe communication systems: a survey. Technical report, Universita di Roma La Sapienza (2005)
6.
Banks, A., Gupta, R.: MQTT Version 3.1. 1. OASIS standard (2014)
7.
Barazzutti, R., Heinze, T., Martin, A., Onica, E., Felber, P., Fetzer, C., Jerzak, Z., Pasin, M., Rivière, E.: Elastic scaling of a high-throughput content-based publish/subscribe engine. In: IEEE 34th ICDCS, pp. 567–576. IEEE (2014)
8.
Botta, A., De Donato, W., Persico, V., Pescapé, A.: Integration of cloud computing and IoT: a survey. Future Gener. Comput. Syst. 56, 684–700 (2016)CrossRef
9.
Bouloukakis, G., Georgantas, N., Kattepur, A., Issarny, V.: Timeliness evaluation of intermittent mobile connectivity over pub/sub systems. In: Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering, pp. 275–286. ACM (2017)
10.
Bouloukakis, G., Moscholios, I., Georgantas, N., Issarny, V.: Performance modeling of the middleware overlay infrastructure of mobile things. In: 2017 IEEE International Conference on Communications (ICC), pp. 1–6. IEEE (2017)
11.
Calheiros, R.N., Ranjan, R., Beloglazov, A., De Rose, C.A., Buyya, R.: CloudSim: a toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms. Softw. Pract. Exp. 41, 23–50 (2011)CrossRef
12.
Carvalho, N., Araujo, F., Rodrigues, L.: Scalable QoS-based event routing in publish-subscribe systems. In: Fourth IEEE International Symposium on Network Computing and Applications, pp. 101–108. IEEE (2005)
13.
Collberg, C., Myles, G., Stepp, M.: An empirical study of java bytecode programs. Softw. Pract. Exp. 37, 581–641 (2007)CrossRef
14.
Corsaro, A., Querzoni, L., Scipioni, S., Piergiovanni, S.T., Virgillito, A.: Quality of service in publish/subscribe middleware. In: Global Data Management (2006)
15.
Eugster, P.T., Felber, P.A., Guerraoui, R., Kermarrec, A.: The many faces of publish/subscribe. ACM Comput. Surv. 35, 114–131 (2003)CrossRef
16.
Gascon-Samson, J., Garcia, F., Kemme, B., Kienzle, J.: Dynamoth: a scalable pub/sub middleware for latency-constrained applications in the cloud. In: IEEE ICDCS, pp. 486–496 (2015)
17.
18.
Gross, D., Shortle, J., Thompson, J., Harris, C.: Fundamentals of Queueing Theory. Wiley, New York (2008)CrossRef
19.
20.
Lazowska, E.D., Zahorjan, J., Graham, G.S., Sevcik, K.C.: Quantitative System Performance: Computer System Analysis Using Queueing Network Models. Prentice-Hall, Inc., Upper Saddle River (1984)
21.
22.
Mao, M., Humphrey, M.: A performance study on the VM startup time in the cloud. In: IEEE CLOUD, pp. 423–430 (2012)
23.
24.
Moser, M., Jokanovic, D.P., Shiratori, N.: An algorithm for the multidimensional multiple-choice knapsack problem. IEICE 80(3), 582–589 (1997)
25.
Nguyen, P., Nahrstedt, K.: Resource management for elastic publish subscribe systems: a performance modeling-based approach. In: IEEE CLOUD (2016)
26.
27.
28.
Setty, V., Vitenberg, R., Kreitz, G., Urdaneta, G., van Steen, M.: Cost-effective resource allocation for deploying pub/sub on cloud. In: IEEE ICDCS (2014)
29.
Shi, W., Dustdar, S.: The promise of edge computing. Computer 49, 78–81 (2016)CrossRef
30.
Standard, O.: Oasis advanced message queuing protocol (AMQP) version 1.0
31.
Yu, T., Zhang, Y., Lin, K.J.: Efficient algorithms for Web services selection with end-to-end QoS constraints. In: ACM TWEB, vol. 1 (2007)CrossRef
32.
Zhao, W., Peng, Y., Xie, F., Dai, Z.: Modeling and simulation of cloud computing: a review. In: IEEE APCloudCC, pp. 20–24 (2012)
Metadata
Title
QoS-Aware Resource Allocation for Mobile IoT Pub/Sub Systems
Authors
Raphael Gomes
Georgios Bouloukakis
Fábio Costa
Nikolaos Georgantas
Ricardo da Rocha
Copyright Year
2018
Book
Internet of Things – ICIOT 2018

Print ISBN: 978-3-319-94369-5

Electronic ISBN: 978-3-319-94370-1

Copyright Year: 2018

DOI
https://doi.org/10.1007/978-3-319-94370-1_6

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