publication . Conference object . 2016

Delay tolerant video upload from public vehicles

Ali Safari Khatouni; Marco Ajmone Marsan; Marco Mellia;
Open Access English
  • Published: 11 Apr 2016
  • Publisher: ieeE - INST ELECTRICAL ELECTRONICS ENGINEERS INCe
  • Country: Italy
Abstract
In this paper we study a surveillance system for public transport vehicles, which is based on the collection of on-board videos, and the upload via wireless transmission to a central security system of video segments corresponding to those cameras and time intervals involved in an accident. We assume that vehicles are connected to several wireless interfaces, provided by different Mobile Network Operators (MNOs), each charging a different cost. Both the cost and the upload rate for each network interface change over time, according to the network load and the position of the vehicle. When a video must be uploaded to the central security, the system has to complete the upload within a deadline, deciding i) which interface(s) to use, ii) when to upload from that interface(s) and iii) at which rate to upload. The goal is to minimize the total cost of the upload, which we assume to be proportional to the data volume being transmitted and to the cost of using a given interface. We formalize the optimization problem and propose greedy heuristics. Results are generated, using real wireless bandwidth traces, showing that one of the proposed greedy heuristics comes very close to the optimal solution.
Subjects
free text keywords: Video upload, scheduling, Mobile Broadband networks, Smart city, public transport, security, video upload, wireless network, scheduling, Wireless, business.industry, business, Wireless network, Network interface, Scheduling (computing), Upload, Cellular network, Computer network, Optimization problem, Heuristics, Computer science
Related Organizations
Funded by
EC| MONROE
Project
MONROE
Measuring Mobile Broadband Networks in Europe
  • Funder: European Commission (EC)
  • Project Code: 644399
  • Funding stream: H2020 | RIA
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Conference object . 2016
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https://doi.org/10.1109/infcom...
Conference object . 2016
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