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2019 | OriginalPaper | Chapter

Distributed Ledger Based Workload Logging in the Robot Swarm

Authors : Igor Kalyaev, Eduard Melnik, Anna Klimenko

Published in: Interactive Collaborative Robotics

Publisher: Springer International Publishing

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Abstract

In this paper a new application of the distributed ledger technology is proposed. The swarm robotics is a rapidly developing area due to the numerous advantages of the swarm. Yet there can be situations when some additional functional tasks should be relocated from one robot to another, for example, if there is a need to offload one of the robots. For such resource allocation tasks the robot reliability must be taken into account. This causes the importance of the robot workload logging in the swarm, because it is not sufficient to take into account the current workload to estimate the reliability level. In the paper the technique of the distributed-ledger-based workload logging is presented as well as information propagation methods are considered and the peculiarities of the robot swarm has been taken into account.

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Literature
2.
go back to reference Mohan, Y., Ponnambalam, S.G.: An extensive review of research in swarm robotics. In: 2009 World Congress on Nature and Biologically Inspired Computing, NABIC 2009 – Proceedings, pp. 140–145. IEEE Xplore (2009) Mohan, Y., Ponnambalam, S.G.: An extensive review of research in swarm robotics. In: 2009 World Congress on Nature and Biologically Inspired Computing, NABIC 2009 – Proceedings, pp. 140–145. IEEE Xplore (2009)
3.
go back to reference Sharkey, A.J.C.: Robots, insects and swarm intelligence. Artif. Intell. Rev. 26(4), 255–268 (2006)CrossRef Sharkey, A.J.C.: Robots, insects and swarm intelligence. Artif. Intell. Rev. 26(4), 255–268 (2006)CrossRef
4.
go back to reference Brambilla, M., Ferrante, E., Birattari, M., Dorigo, M.: Swarm robotics: a review from the swarm engineering perspective. Swarm Intell. 7(1), 1–41 (2013)CrossRef Brambilla, M., Ferrante, E., Birattari, M., Dorigo, M.: Swarm robotics: a review from the swarm engineering perspective. Swarm Intell. 7(1), 1–41 (2013)CrossRef
5.
go back to reference Prorok, A., Hsieh, M.A., Kumar, V.: Formalizing the impact of diversity on performance in a heterogeneous swarm of robots. In: Proceedings - IEEE International Conference on Robotics and Automation, Stockholm, Sweden, pp. 5364–5371. IEEE (2016) Prorok, A., Hsieh, M.A., Kumar, V.: Formalizing the impact of diversity on performance in a heterogeneous swarm of robots. In: Proceedings - IEEE International Conference on Robotics and Automation, Stockholm, Sweden, pp. 5364–5371. IEEE (2016)
6.
go back to reference Stranieri, A., et al.: Self-organized flocking with a heterogeneous mobile robot swarm). In: Lenaerts, T., et al. (eds.) Proceedings of ECAL 2011, pp 789–796, MIT Press, Cambridge (2011) Stranieri, A., et al.: Self-organized flocking with a heterogeneous mobile robot swarm). In: Lenaerts, T., et al. (eds.) Proceedings of ECAL 2011, pp 789–796, MIT Press, Cambridge (2011)
7.
go back to reference Verbelen, T., Simoens, P., De Turck, F.: AIOLOS: middleware for improving mobile application performance through cyber foraging. J. Syst. Softw. 85(11), 2629–2639 (2012)CrossRef Verbelen, T., Simoens, P., De Turck, F.: AIOLOS: middleware for improving mobile application performance through cyber foraging. J. Syst. Softw. 85(11), 2629–2639 (2012)CrossRef
8.
go back to reference De Coninck, E., Bohez, S., Leroux, S.: Middleware platform for distributed applications incorporating robots, sensors and the cloud. In: 5th IEEE International Conference on Cloud Networking (CloudNet), Pisa, Italy, pp. 218–223. IEEE (2016) De Coninck, E., Bohez, S., Leroux, S.: Middleware platform for distributed applications incorporating robots, sensors and the cloud. In: 5th IEEE International Conference on Cloud Networking (CloudNet), Pisa, Italy, pp. 218–223. IEEE (2016)
9.
go back to reference Bacciu, D., Chessa, S., Gallicchio, C.: A general purpose distributed learning model for robotic ecologies. In: 10th International IFAC Symposium on Robot Control (SYROCO), Proceedings, Dubrovnik, Croatia, vol. 45, no. 22, pp. 435–440. IEEE (2012)CrossRef Bacciu, D., Chessa, S., Gallicchio, C.: A general purpose distributed learning model for robotic ecologies. In: 10th International IFAC Symposium on Robot Control (SYROCO), Proceedings, Dubrovnik, Croatia, vol. 45, no. 22, pp. 435–440. IEEE (2012)CrossRef
10.
go back to reference Verstraeten, D., Schrauwen, B., D’Haene, M.: An experimental unification of reservoir computing methods. Neural Netw. 20(3), 391–403 (2007)CrossRef Verstraeten, D., Schrauwen, B., D’Haene, M.: An experimental unification of reservoir computing methods. Neural Netw. 20(3), 391–403 (2007)CrossRef
11.
go back to reference Zhang, K., Collins, E.G., Shi, D.: Centralized and distributed task allocation in multi-robot teams via a stochastic clustering auction. ACM Trans. Autonom. Adapt. Syst. 7(2), 21 (2012) Zhang, K., Collins, E.G., Shi, D.: Centralized and distributed task allocation in multi-robot teams via a stochastic clustering auction. ACM Trans. Autonom. Adapt. Syst. 7(2), 21 (2012)
12.
go back to reference Crestani, D., Godary-Dejean, K.: Fault tolerance in control architectures for mobile robots: fantasy or reality? In: 7th National Conference on Control Architectures of Robots, Nancy, France (2012) Crestani, D., Godary-Dejean, K.: Fault tolerance in control architectures for mobile robots: fantasy or reality? In: 7th National Conference on Control Architectures of Robots, Nancy, France (2012)
13.
go back to reference Wüst, K., Ritzdorf, H., Karame, G.O., Glykantzis, V., Capkun, S., Gervais, A.: On the security and performance of proof of work blockchains. In: Proceedings of the 2016 ACM SIGSAC Conference, Vienna, Austria, pp. 3–16 (2016) Wüst, K., Ritzdorf, H., Karame, G.O., Glykantzis, V., Capkun, S., Gervais, A.: On the security and performance of proof of work blockchains. In: Proceedings of the 2016 ACM SIGSAC Conference, Vienna, Austria, pp. 3–16 (2016)
14.
go back to reference Crosby, M., Nachiappan, Pattanayak, P., Verma, S., Kalyanaraman, V.: Blockchain technology - beyond bitcoin. Berkley Engineering, p. 35 (2016) Crosby, M., Nachiappan, Pattanayak, P., Verma, S., Kalyanaraman, V.: Blockchain technology - beyond bitcoin. Berkley Engineering, p. 35 (2016)
15.
go back to reference Nguyen, G.T., Kim, K.: A survey about consensus algorithms used in blockchain. J. Inf. Process. Syst. 14(1), 101–128 (2018) Nguyen, G.T., Kim, K.: A survey about consensus algorithms used in blockchain. J. Inf. Process. Syst. 14(1), 101–128 (2018)
17.
go back to reference Melnik, E.V., Klimenko, A.B.: Informational and control system configuration generation problem with load-balancing optimization. In: 10th International Conference on Application of Information and Communication Technologies, Azerbaijan, Baku, pp. 492–496. IEEE (2016) Melnik, E.V., Klimenko, A.B.: Informational and control system configuration generation problem with load-balancing optimization. In: 10th International Conference on Application of Information and Communication Technologies, Azerbaijan, Baku, pp. 492–496. IEEE (2016)
18.
go back to reference Melnik, E., Klimenko, A., Ivanov, D.: The model of device community forming problem for the geographically-distributed information and control systems using fog-computing concept. In: Proceedings of the 4th International Research Conference “Information Technologies in Science, Management, Social Sphere and Medicine”, Tomsk, Russia, vol. 72, pp. 132–136. Atlantis-Press (2017) Melnik, E., Klimenko, A., Ivanov, D.: The model of device community forming problem for the geographically-distributed information and control systems using fog-computing concept. In: Proceedings of the 4th International Research Conference “Information Technologies in Science, Management, Social Sphere and Medicine”, Tomsk, Russia, vol. 72, pp. 132–136. Atlantis-Press (2017)
19.
go back to reference Decker, C., Wattenhofer, R.: Information propagation in the Bitcoin network. In: 13th IEEE International Conference on Peer-to-Peer Computing Proceedings, Trento, Italy, pp. 1–10. IEEE (2013) Decker, C., Wattenhofer, R.: Information propagation in the Bitcoin network. In: 13th IEEE International Conference on Peer-to-Peer Computing Proceedings, Trento, Italy, pp. 1–10. IEEE (2013)
Metadata
Title
Distributed Ledger Based Workload Logging in the Robot Swarm
Authors
Igor Kalyaev
Eduard Melnik
Anna Klimenko
Copyright Year
2019
DOI
https://doi.org/10.1007/978-3-030-26118-4_12

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