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A Monte Carlo Based Computation Offloading Algorithm for Feeding Robot IoT System

  • Cheng Zhang
  • Takumi Ohashi
  • Miki Saijo
  • Jorge Solis
  • Yukio Takeda
  • Ann-Louise Lindborg
  • Ryuta Takeda
  • Yoshiaki Tanaka
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 11344)

Abstract

Ageing is becoming an increasingly major problem in European and Japanese societies. We have so far mainly focused on how to improve the eating experience for both frail elderly and caregivers by introducing and developing the eating aid robot, Bestic, made to get the food from plate to the mouth for frail elderly or person with disabilities. We expand the functionalities of Bestic to create food intake reports automatically so as to decrease the undernutrition among frail elderly and workload of caregivers through collecting data via a vision system connected to the Internet of Things (IoT) system. Since the computation capability of Bestic is very limited, computation offloading, in which resource intensive computational tasks are transferred from Bestic to an external cloud server, is proposed to solve Bestic’s resource limitation. In this paper, we proposed a Monte Carlo algorithm based heuristic computation offloading algorithm, to minimize the total overhead of all the Bestic users after we show that the target optimization problem is NP-hard in a theorem. Numeric results showed that the proposed algorithm is effective in terms of system-wide overhead.

Keywords

Eating robot IoT Computation offloading 

Notes

Acknowledgements

This work was carried out as a part of the SICORP under the responsibility of the Japan Science and Technology Agency (JST) and was supported in part by JSPS KAKENHI JP17H03162.

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Copyright information

© Springer Nature Switzerland AG 2018

Authors and Affiliations

  • Cheng Zhang
    • 1
  • Takumi Ohashi
    • 2
  • Miki Saijo
    • 2
  • Jorge Solis
    • 3
  • Yukio Takeda
    • 2
  • Ann-Louise Lindborg
    • 4
  • Ryuta Takeda
    • 5
  • Yoshiaki Tanaka
    • 6
    • 7
  1. 1.Department of Computer Science and Communications EngineeringWaseda UniversityTokyoJapan
  2. 2.Tokyo Institute of TechnologyTokyoJapan
  3. 3.Department of Engineering and PhysicsKarlstad UniversityKarlstadSweden
  4. 4.Camanio Care ABNackaSweden
  5. 5.Leave a Nest Co. Ltd.TokyoJapan
  6. 6.Global Information and Telecommunication InstituteWaseda UniversityTokyoJapan
  7. 7.Department of Communications and Computer EngineeringWaseda UniversityTokyoJapan

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