Skip to main content

Firework: Data Analytics in Hybrid Cloud-Edge Environment

  • Chapter
  • First Online:
Edge Computing: A Primer

Part of the book series: SpringerBriefs in Computer Science ((BRIEFSCOMPUTER))

  • 1560 Accesses

Abstract

Now we are entering the era of the Internet of Everything (IoE) moreover, billions of sensors and actuators are connected to the network.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 59.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 79.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. M. Armbrust, A. Fox, R. Griffith, A. D. Joseph, R. Katz, A. Konwinski, G. Lee, D. Patterson, A. Rabkin, I. Stoica et al., “A view of cloud computing,” Communications of the ACM, vol. 53, no. 4, pp. 50–58, 2010.

    Article  Google Scholar 

  2. W. Shi, J. Cao, Q. Zhang, Y. Li, and L. Xu, “Edge computing: Vision and challenges,” IEEE Internet of Things Journal, vol. 3, no. 5, pp. 637–646, 2016.

    Article  Google Scholar 

  3. Q. Zhang, X. Zhang, Q. Zhang, W. Shi, and H. Zhong, “Firework: big data sharing and processing in collaborative edge environment,” in Proceedings of the Workshop on Hot Topics in Web Systems and Technologies, Oct 2016.

    Google Scholar 

  4. R. Agrawal and R. Srikant, “Privacy-preserving data mining,” in ACM SIGMOD Record, vol. 29, no. 2. ACM, 2000, pp. 439–450.

    Google Scholar 

  5. M. Zaharia, M. Chowdhury, M. J. Franklin, S. Shenker, and I. Stoica, “Spark: cluster computing with working sets,” in Proceedings of the 2nd USENIX Conference on Hot Topics in Cloud Computing, vol. 10, 2010, p. 10.

    Google Scholar 

  6. K. Shvachko, H. Kuang, S. Radia, and R. Chansler, “The hadoop distributed file system,” in Proceedings of IEEE 26th Symposium on Mass Storage Systems and Technologies (MSST). IEEE, 2010, pp. 1–10.

    Google Scholar 

  7. J. Kreps, N. Narkhede, and J. Rao, “Kafka: A distributed messaging system for log processing,” in Proceedings of the NetDB, 2011, pp. 1–7.

    Google Scholar 

  8. U. Hunkeler, H. L. Truong, and A. Stanford-Clark, “Mqtt-s: A publish/subscribe protocol for wireless sensor networks,” in Communication Systems Software and Middleware and Workshops, 2008. COMSWARE 2008. 3rd International Conference on, Jan 2008, pp. 791–798.

    Google Scholar 

  9. P. Hintjens, ZeroMQ: Messaging for Many Applications. “O’Reilly Media, Inc.”, 2013.

    Google Scholar 

  10. “RabbitMQ,” https://www.rabbitmq.com/, [Online; accessed Dec. 1st, 2016].

  11. (2017, Mar.) Docker. [Online]. Available: https://www.docker.com/

  12. “Openstack,” https://www.openstack.org/edge-computing/.

  13. (2016, Sep.) etcd. [Online]. Available: https://github.com/coreos/etcd

  14. P. Simoens, Y. Xiao, P. Pillai, Z. Chen, K. Ha, and M. Satyanarayanan, “Scalable crowd-sourcing of video from mobile devices,” in Proceedings of the International Conference on Mobile systems, Applications, and Services. ACM, 2013, pp. 139–152.

    Google Scholar 

  15. J. Wang, B. Amos, A. Das, P. Pillai, N. Sadeh, and M. Satyanarayanan, “A scalable and privacy-aware iot service for live video analytics,” in Proceedings of the Multimedia Systems Conference. ACM, 2017, pp. 38–49.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

© 2018 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Cao, J., Zhang, Q., Shi, W. (2018). Firework: Data Analytics in Hybrid Cloud-Edge Environment. In: Edge Computing: A Primer. SpringerBriefs in Computer Science. Springer, Cham. https://doi.org/10.1007/978-3-030-02083-5_3

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-02083-5_3

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-02082-8

  • Online ISBN: 978-3-030-02083-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics