Synthesizing Customized Network Protocols using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.4504

@InProceedings{Roohitavaf:2018:GI5,
  author =       "Mohammad Roohitavaf and Ling Zhu and 
                 Sandeep Kulkarni and Subir Biswas",
  title =        "Synthesizing Customized Network Protocols using
                 Genetic Programming",
  booktitle =    "5th edition of GI @ GECCO 2018",
  year =         "2018",
  editor =       "Brad Alexander and Saemundur O. Haraldsson and 
                 Markus Wagner and John R. Woodward and Shin Yoo",
  pages =        "1616--1623",
  address =      "Kyoto, Japan",
  month =        "15-19 " # jul,
  organisation = "ACM SIGEvo",
  publisher =    "ACM",
  publisher_address = "New York, NY, USA",
  organisation = "SIGEVO",
  keywords =     "genetic algorithms, genetic programming, genetic
                 improvement, Wireless Networks, Time Synchronization,
                 Radio Interference, Medium Access Control, Routing",
  isbn13 =       "978-1-4503-5764-7",
  URL =          "http://www.cs.stir.ac.uk/events/gecco-gi-2018/papers/synthesizing_customized_network_protocols_using_genetic_programming.pdf",
  DOI =          "doi:10.1145/3205651.3208272",
  size =         "8 pages",
  abstract =     "Given the advances in areas such as home automation,
                 agricultural networks, smart cities, designers often
                 need to design protocols that use the features of that
                 network while dealing with its limitations. Using
                 standardized protocols for such networks may not be
                 appropriate as they may not address limitations of the
                 network such as heterogeneous nodes or limited
                 capability of some nodes. While designing a customized
                 protocol for that network would be desirable, it is
                 extremely time-consuming unless we can automate the
                 development of the required protocol. In this paper, we
                 present NetSynth, a GP based mechanism to develop
                 customized routing protocol for the given network.
                 NetSynth lets us conveniently describe a network using
                 an XML file, and it synthesizes a routing protocol that
                 suits the input network by considering the
                 characteristics specific to the given network. We show
                 how NetSynth creates protocols that perform comparably
                 to best-known protocols for the case where we want to
                 broadcast a set of messages to all nodes in a grid. We
                 also show how NetSynth helps us design protocols that
                 provide a trade-off between throughput and energy.",
  notes =        "http://www.cs.stir.ac.uk/events/gecco-gi-2018/cfp.html
                 See also \cite{Roohitavaf:2018:GECCOcomp}

                 Also known as \cite{Roohitavaf:2018:GECCOcompa} and
                 \cite{3208272} GECCO-2018 A Recombination of the 27th
                 International Conference on Genetic Algorithms
                 (ICGA-2018) and the 23rd Annual Genetic Programming
                 Conference (GP-2018)",
}

Genetic Programming entries for Mohammad Roohitavaf Ling Zhu Sandeep Kulkarni Subir Biswas

Citations