Difference between revisions of "Tutorial:Must read"
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This page shows the must-read papers for different topics. | This page shows the must-read papers for different topics. ''This list will be updated annually.'' | ||
==Edge computing== | |||
* Shi, W. and Dustdar, S., 2016. [https://ieeexplore.ieee.org/abstract/document/7469991/ The promise of edge computing]. Computer, 49(5), pp.78-81. | |||
===Offloading=== | |||
* Chen, X., Jiao, L., Li, W. and Fu, X., 2015. [https://arxiv.org/pdf/1510.00888 Efficient multi-user computation offloading for mobile-edge cloud computing]. IEEE/ACM Transactions on Networking, 24(5), pp.2795-2808. | |||
* Mach, P. and Becvar, Z., 2017. Mobile edge computing: [https://arxiv.org/pdf/1702.05309 A survey on architecture and computation offloading]. IEEE Communications Surveys & Tutorials, 19(3), pp.1628-1656. | |||
* Mao, Y., Zhang, J. and Letaief, K.B., 2016. [https://ieeexplore.ieee.org/abstract/document/7572018/ Dynamic computation offloading for mobile-edge computing with energy harvesting devices]. IEEE Journal on Selected Areas in Communications, 34(12), pp.3590-3605. | |||
===Wireless distributed learning=== | |||
* Konečný, J., McMahan, H.B., Yu, F.X., Richtárik, P., Suresh, A.T. and Bacon, D., 2016. [https://arxiv.org/pdf/1610.05492 Federated learning: Strategies for improving communication efficiency]. arXiv preprint arXiv:1610.05492. | |||
* Bonawitz, K., Eichner, H., Grieskamp, W., Huba, D., Ingerman, A., Ivanov, V., Kiddon, C., Konecny, J., Mazzocchi, S., McMahan, H.B. and Van Overveldt, T., 2019. [https://arxiv.org/pdf/1902.01046 Towards federated learning at scale: System design]. arXiv preprint arXiv:1902.01046. | |||
* Wang, X., Han, Y., Wang, C., Zhao, Q., Chen, X. and Chen, M., 2019. [https://arxiv.org/pdf/1809.07857 In-edge ai: Intelligentizing mobile edge computing, caching and communication by federated learning]. IEEE Network. | |||
===SDN/NFV related=== | |||
* Tran, T.X., Hajisami, A., Pandey, P. and Pompili, D., 2017. [https://arxiv.org/pdf/1612.03184 Collaborative mobile edge computing in 5G networks: New paradigms, scenarios, and challenges]. IEEE Communications Magazine, 55(4), pp.54-61. | |||
* Xu, J., Chen, L. and Zhou, P., 2018, April. [https://arxiv.org/pdf/1801.05868 Joint service caching and task offloading for mobile edge computing in dense networks]. In IEEE INFOCOM 2018-IEEE Conference on Computer Communications (pp. 207-215). IEEE. | |||
* Cziva, R. and Pezaros, D.P., 2017. [http://eprints.gla.ac.uk/138001/7/138001.pdf Container network functions: bringing NFV to the network edge]. IEEE Communications Magazine, 55(6), pp.24-31. | |||
===Other interesting topics=== | |||
==Low-power wireless== | ==Low-power wireless== | ||
===LoRa=== | ===LoRa=== | ||
* Liando, J.C., Gamage, A., Tengourtius, A.W. and Li, M | * Liando, J.C., Gamage, A., Tengourtius, A.W. and Li, M. [https://dl.acm.org/citation.cfm?id=3293534 Known and unknown facts of LoRa: Experiences from a large-scale measurement study]. ACM Transactions on Sensor Networks (TOSN), 15(2), p.16, 2019. | ||
* Georgiou, O., & Raza, U | * Georgiou, O., & Raza, U. [https://ieeexplore.ieee.org/abstract/document/7803607/ Low power wide area network analysis: Can LoRa scale?]. IEEE Wireless Communications Letters, 6(2), 162-165, 2017. | ||
* Sundaram, J.P.S., Du, W. and Zhao, Z | * Sundaram, J.P.S., Du, W. and Zhao, Z. [https://arxiv.org/pdf/1908.10195 A Survey on LoRa Networking: Research Problems, Current Solutions and Open Issues]. IEEE COMST, 2019. | ||
* Ghena, B., Adkins, J., Shangguan, L., Jamieson, K., Levis, P. and Dutta, P. [http://lab11.eecs.berkeley.edu/content/pubs/ghena19lpwans.pdf Challenge: Unlicensed LPWANs Are Not Yet the Path to Ubiquitous Connectivity]. ACM MobiCom 2019. | |||
=== | ===Ad hoc protocols=== | ||
* Akkaya, K. and Younis, M | * Akkaya, K. and Younis, M. [http://cpham.perso.univ-pau.fr/ENSEIGNEMENT/PAU-UPPA/RESA-M2/surveyRouting.pdf A survey on routing protocols for wireless sensor networks]. Ad hoc networks, 3(3), pp.325-349, 2005. | ||
* Ferrari, F., Zimmerling, M., Thiele, L. and Saukh, O | * Hagedorn, A., Starobinski, D. and Trachtenberg, A., 2008, April. [http://pdos.csail.mit.edu/~jaya/PAPERS_TO_COMPARE/rateless_deluge.pdf Rateless deluge: Over-the-air programming of wireless sensor networks using random linear codes]. In IEEE IPSN 2008 (pp. 457-466). | ||
* Ferrari, F., Zimmerling, M., Thiele, L. and Saukh, O, April. [http://www.olgasaukh.com/paper/ferrari11glossy.pdf Efficient network flooding and time synchronization with glossy]. In Proceedings of the 10th ACM/IEEE International Conference on Information Processing in Sensor Networks (pp. 73-84), 2011. | |||
* Guo, S., Kim, S.M., Zhu, T., Gu, Y. and He, T., October. [http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.221.3858&rep=rep1&type=pdf Correlated flooding in low-duty-cycle wireless sensor networks]. In 2011 19th IEEE International Conference on Network Protocols (pp. 383-392), 2011. | |||
* Biswas, S. and Morris, R. [https://dspace.mit.edu/bitstream/handle/1721.1/34115/67618057-MIT.pdf;sequence=2 Opportunistic routing in multi-hop wireless networks]. ACM SIGCOMM Computer Communication Review, 34(1), pp.69-74, 2004. | |||
===Other interesting topics=== | |||
* Gao, Y., Dong, W., Chen, C., Bu, J., Guan, G., Zhang, X. and Liu, X, October. [http://www.emnets.org/dongw/pub/ICNP13-pathfinder.pdf Pathfinder: Robust path reconstruction in large-scale sensor networks with lossy links]. In 2013 21st IEEE International Conference on Network Protocols (ICNP) (pp. 1-10), 2013. | |||
* Kim, S.M. and He, T., September. [http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.698.1338&rep=rep1&type=pdf Freebee: Cross-technology communication via free side-channel]. In Proceedings of the 21st Annual International Conference on Mobile Computing and Networking (pp. 317-330), 2015. | |||
* Liang, C.J.M., Chen, K., Priyantha, N.B., Liu, J. and Zhao, F., November. [http://www.fengzhao.com/pubs/sensys14rushnet.pdf Rushnet: practical traffic prioritization for saturated wireless sensor networks]. In Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems (pp. 105-118). ACM. | |||
==Mobile/Wearables== | ==Mobile/Wearables== | ||
=== | ===Path programming=== | ||
===Wireless sensing=== | |||
=== | ===Other interesting topics=== | ||
Latest revision as of 14:11, 8 June 2021
This page shows the must-read papers for different topics. This list will be updated annually.
Edge computing
- Shi, W. and Dustdar, S., 2016. The promise of edge computing. Computer, 49(5), pp.78-81.
Offloading
- Chen, X., Jiao, L., Li, W. and Fu, X., 2015. Efficient multi-user computation offloading for mobile-edge cloud computing. IEEE/ACM Transactions on Networking, 24(5), pp.2795-2808.
- Mach, P. and Becvar, Z., 2017. Mobile edge computing: A survey on architecture and computation offloading. IEEE Communications Surveys & Tutorials, 19(3), pp.1628-1656.
- Mao, Y., Zhang, J. and Letaief, K.B., 2016. Dynamic computation offloading for mobile-edge computing with energy harvesting devices. IEEE Journal on Selected Areas in Communications, 34(12), pp.3590-3605.
Wireless distributed learning
- Konečný, J., McMahan, H.B., Yu, F.X., Richtárik, P., Suresh, A.T. and Bacon, D., 2016. Federated learning: Strategies for improving communication efficiency. arXiv preprint arXiv:1610.05492.
- Bonawitz, K., Eichner, H., Grieskamp, W., Huba, D., Ingerman, A., Ivanov, V., Kiddon, C., Konecny, J., Mazzocchi, S., McMahan, H.B. and Van Overveldt, T., 2019. Towards federated learning at scale: System design. arXiv preprint arXiv:1902.01046.
- Wang, X., Han, Y., Wang, C., Zhao, Q., Chen, X. and Chen, M., 2019. In-edge ai: Intelligentizing mobile edge computing, caching and communication by federated learning. IEEE Network.
- Tran, T.X., Hajisami, A., Pandey, P. and Pompili, D., 2017. Collaborative mobile edge computing in 5G networks: New paradigms, scenarios, and challenges. IEEE Communications Magazine, 55(4), pp.54-61.
- Xu, J., Chen, L. and Zhou, P., 2018, April. Joint service caching and task offloading for mobile edge computing in dense networks. In IEEE INFOCOM 2018-IEEE Conference on Computer Communications (pp. 207-215). IEEE.
- Cziva, R. and Pezaros, D.P., 2017. Container network functions: bringing NFV to the network edge. IEEE Communications Magazine, 55(6), pp.24-31.
Other interesting topics
Low-power wireless
LoRa
- Liando, J.C., Gamage, A., Tengourtius, A.W. and Li, M. Known and unknown facts of LoRa: Experiences from a large-scale measurement study. ACM Transactions on Sensor Networks (TOSN), 15(2), p.16, 2019.
- Georgiou, O., & Raza, U. Low power wide area network analysis: Can LoRa scale?. IEEE Wireless Communications Letters, 6(2), 162-165, 2017.
- Sundaram, J.P.S., Du, W. and Zhao, Z. A Survey on LoRa Networking: Research Problems, Current Solutions and Open Issues. IEEE COMST, 2019.
- Ghena, B., Adkins, J., Shangguan, L., Jamieson, K., Levis, P. and Dutta, P. Challenge: Unlicensed LPWANs Are Not Yet the Path to Ubiquitous Connectivity. ACM MobiCom 2019.
Ad hoc protocols
- Akkaya, K. and Younis, M. A survey on routing protocols for wireless sensor networks. Ad hoc networks, 3(3), pp.325-349, 2005.
- Hagedorn, A., Starobinski, D. and Trachtenberg, A., 2008, April. Rateless deluge: Over-the-air programming of wireless sensor networks using random linear codes. In IEEE IPSN 2008 (pp. 457-466).
- Ferrari, F., Zimmerling, M., Thiele, L. and Saukh, O, April. Efficient network flooding and time synchronization with glossy. In Proceedings of the 10th ACM/IEEE International Conference on Information Processing in Sensor Networks (pp. 73-84), 2011.
- Guo, S., Kim, S.M., Zhu, T., Gu, Y. and He, T., October. Correlated flooding in low-duty-cycle wireless sensor networks. In 2011 19th IEEE International Conference on Network Protocols (pp. 383-392), 2011.
- Biswas, S. and Morris, R. Opportunistic routing in multi-hop wireless networks. ACM SIGCOMM Computer Communication Review, 34(1), pp.69-74, 2004.
Other interesting topics
- Gao, Y., Dong, W., Chen, C., Bu, J., Guan, G., Zhang, X. and Liu, X, October. Pathfinder: Robust path reconstruction in large-scale sensor networks with lossy links. In 2013 21st IEEE International Conference on Network Protocols (ICNP) (pp. 1-10), 2013.
- Kim, S.M. and He, T., September. Freebee: Cross-technology communication via free side-channel. In Proceedings of the 21st Annual International Conference on Mobile Computing and Networking (pp. 317-330), 2015.
- Liang, C.J.M., Chen, K., Priyantha, N.B., Liu, J. and Zhao, F., November. Rushnet: practical traffic prioritization for saturated wireless sensor networks. In Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems (pp. 105-118). ACM.