Skip to main content

2018 | OriginalPaper | Buchkapitel

LVFS: A Lightweight Video Storage File System for IP Camera-Based Surveillance Applications

verfasst von : Chong Wang, Ke Zhou, Zhongying Niu, Ronglei Wei, Hongwei Li

Erschienen in: MultiMedia Modeling

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Surveillance video data are characterized by a high-volume write-oriented workload and cyclic use of storage space at full capacity. Besides, the video data needs indexing to support accurate-query. Data archiving for such applications, however, is complicated by the increasing demands of higher-resolution cameras and longer video-retention times. Due to the constant data steaming and nearly 100% write activity, general-purpose file systems will not suffice for present purposes. Thus, we specially design and implement a lightweight video storage file system (LVFS) for IP camera-based surveillance applications. LVFS provides a recycled storage platform to meet the retention requirement of surveillance applications, and delivers high performance for concurrent stream data uploading from multiple cameras and accurate data retrieval. Results of a multi-workload experiment show that LVFS is able to archive 40 HD or 16 full-HD cameras for an individual hard disk while processing nearly constant time queries, indicating that LVFS successfully fits the system requirement and performs better than general-purpose file system.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Bramberger, M., Doblander, A., Maier, A., Rinner, B., Schwabach, H.: Distributed embedded smart cameras for surveillance applications. computer 39(2), 68–75 (2006)CrossRef Bramberger, M., Doblander, A., Maier, A., Rinner, B., Schwabach, H.: Distributed embedded smart cameras for surveillance applications. computer 39(2), 68–75 (2006)CrossRef
2.
Zurück zum Zitat Chang, R.I., Wang, T.C., Wang, C.H., Liu, J.C., Ho, J.M.: Effective distributed service architecture for ubiquitous video surveillance. Inf. Syst. Front. 14(3), 499–515 (2012)CrossRef Chang, R.I., Wang, T.C., Wang, C.H., Liu, J.C., Ho, J.M.: Effective distributed service architecture for ubiquitous video surveillance. Inf. Syst. Front. 14(3), 499–515 (2012)CrossRef
3.
Zurück zum Zitat Chen, X., Zhang, C.: A spatio-temporal database model on transportation surveillance videos. In: Proceedings of the Third Workshop on Spatio-Temporal Database Management STDBM 2006, p. 17 (2006) Chen, X., Zhang, C.: A spatio-temporal database model on transportation surveillance videos. In: Proceedings of the Third Workshop on Spatio-Temporal Database Management STDBM 2006, p. 17 (2006)
4.
Zurück zum Zitat Desnoyers, P., Shenoy, P.J.: Hyperion: high volume stream archival for retrospective querying. In: USENIX Annual Technical Conference, pp. 45–58 (2007) Desnoyers, P., Shenoy, P.J.: Hyperion: high volume stream archival for retrospective querying. In: USENIX Annual Technical Conference, pp. 45–58 (2007)
5.
Zurück zum Zitat Diallo, O., Rodrigues, J.J., Sene, M.: Real-time data management on wireless sensor networks: a survey. J. Netw. Comput. Appl. 35(3), 1013–1021 (2012)CrossRef Diallo, O., Rodrigues, J.J., Sene, M.: Real-time data management on wireless sensor networks: a survey. J. Netw. Comput. Appl. 35(3), 1013–1021 (2012)CrossRef
6.
Zurück zum Zitat Hossain, M.A.: Analyzing the suitability of cloud-based multimedia surveillance systems. In: 2013 IEEE 10th International Conference on High Performance Computing and Communications and 2013 IEEE International Conference on Embedded and Ubiquitous Computing (HPCC_EUC), pp. 644–650. IEEE (2013) Hossain, M.A.: Analyzing the suitability of cloud-based multimedia surveillance systems. In: 2013 IEEE 10th International Conference on High Performance Computing and Communications and 2013 IEEE International Conference on Embedded and Ubiquitous Computing (HPCC_EUC), pp. 644–650. IEEE (2013)
7.
Zurück zum Zitat Hossain, M.A.: Framework for a cloud-based multimedia surveillance system. Int. J. Distrib. Sens. Netw. 10(5), 135257 (2014)CrossRef Hossain, M.A.: Framework for a cloud-based multimedia surveillance system. Int. J. Distrib. Sens. Netw. 10(5), 135257 (2014)CrossRef
8.
Zurück zum Zitat Hossain, M.S., Hassan, M.M., Al Qurishi, M., Alghamdi, A.: Resource allocation for service composition in cloud-based video surveillance platform. In: 2012 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), pp. 408–412. IEEE (2012) Hossain, M.S., Hassan, M.M., Al Qurishi, M., Alghamdi, A.: Resource allocation for service composition in cloud-based video surveillance platform. In: 2012 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), pp. 408–412. IEEE (2012)
9.
Zurück zum Zitat Huang, T.: Surveillance video: the biggest big data. Comput. Now 7(2), 82–91 (2014)MathSciNet Huang, T.: Surveillance video: the biggest big data. Comput. Now 7(2), 82–91 (2014)MathSciNet
10.
Zurück zum Zitat Layton, J.B.: Nilfs: a file system to make SSDs scream. Linux Mag., 6 (2009) Layton, J.B.: Nilfs: a file system to make SSDs scream. Linux Mag., 6 (2009)
12.
Zurück zum Zitat Limna, T., Tandayya, P.: A flexible and scalable component-based system architecture for video surveillance as a service, running on infrastructure as a service. Multimedia Tools Appl. 75(4), 1765–1791 (2016)CrossRef Limna, T., Tandayya, P.: A flexible and scalable component-based system architecture for video surveillance as a service, running on infrastructure as a service. Multimedia Tools Appl. 75(4), 1765–1791 (2016)CrossRef
13.
Zurück zum Zitat Liu, H., Chen, S., Kubota, N.: Intelligent video systems and analytics: a survey. IEEE Trans. Ind. Inf. 9(3), 1222–1233 (2013)CrossRef Liu, H., Chen, S., Kubota, N.: Intelligent video systems and analytics: a survey. IEEE Trans. Ind. Inf. 9(3), 1222–1233 (2013)CrossRef
14.
Zurück zum Zitat Lo, W.T., Chang, Y.S., Sheu, R.K., Yang, C.T., Juang, T.Y., Wu, Y.S.: Implementation and evaluation of large-scale video surveillance system based on P2P architecture and cloud computing. Int. J. Distrib. Sens. Netw. 10(4), 375871 (2014)CrossRef Lo, W.T., Chang, Y.S., Sheu, R.K., Yang, C.T., Juang, T.Y., Wu, Y.S.: Implementation and evaluation of large-scale video surveillance system based on P2P architecture and cloud computing. Int. J. Distrib. Sens. Netw. 10(4), 375871 (2014)CrossRef
15.
Zurück zum Zitat Piroska, H., Gyula, F., Ioan-Cosmin, S.: Data storage for smart environment using non-SQL databases. In: 2012 IEEE International Conference on Intelligent Computer Communication and Processing (ICCP), pp. 305–308. IEEE (2012) Piroska, H., Gyula, F., Ioan-Cosmin, S.: Data storage for smart environment using non-SQL databases. In: 2012 IEEE International Conference on Intelligent Computer Communication and Processing (ICCP), pp. 305–308. IEEE (2012)
16.
Zurück zum Zitat Räty, T.D.: Survey on contemporary remote surveillance systems for public safety. IEEE Trans. Syst. Man Cybern. Part C (Appl. Rev.) 40(5), 493–515 (2010)CrossRef Räty, T.D.: Survey on contemporary remote surveillance systems for public safety. IEEE Trans. Syst. Man Cybern. Part C (Appl. Rev.) 40(5), 493–515 (2010)CrossRef
17.
Zurück zum Zitat Ye, G., Liao, W., Dong, J., Zeng, D., Zhong, H.: A surveillance video index and browsing system based on object flags and video synopsis. In: He, X., Luo, S., Tao, D., Xu, C., Yang, J., Hasan, M.A. (eds.) MMM 2015. LNCS, vol. 8936, pp. 311–314. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-14442-9_36 Ye, G., Liao, W., Dong, J., Zeng, D., Zhong, H.: A surveillance video index and browsing system based on object flags and video synopsis. In: He, X., Luo, S., Tao, D., Xu, C., Yang, J., Hasan, M.A. (eds.) MMM 2015. LNCS, vol. 8936, pp. 311–314. Springer, Cham (2015). https://​doi.​org/​10.​1007/​978-3-319-14442-9_​36
18.
Zurück zum Zitat Zhizhuo, S., Yu-An, T., Yuanzhang, L.: An energy-efficient storage for video surveillance. Multimedia Tools Appl. 73(1), 151–167 (2014)CrossRef Zhizhuo, S., Yu-An, T., Yuanzhang, L.: An energy-efficient storage for video surveillance. Multimedia Tools Appl. 73(1), 151–167 (2014)CrossRef
Metadaten
Titel
LVFS: A Lightweight Video Storage File System for IP Camera-Based Surveillance Applications
verfasst von
Chong Wang
Ke Zhou
Zhongying Niu
Ronglei Wei
Hongwei Li
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-73600-6_17

Neuer Inhalt