Machine Learning

  • Self-Organizing Packet Radio Ad hoc Networks with Overlay (SOPRANO)

    SOPRANO involves a novel adaptive and scalable wireless network architecture utilizing a mixture of cellular and packet radio network topologies for wireless Internet and multimedia communications. The architecture enables rapid adaptability to traffic, channel and interference conditions and results in significant reductions in transmit power and potential throughput improvements. Coordination among physical, data link, and network layers enable significant improvements in capacity and quality of service relative to the current state-of-the-art.

  • Dynamic Resource Allocation in GMPLS Optical Networks (DRAGON)

    The purpose of the project is to create dynamic, deterministic, and manageable end-to-end network transport services for high-end e-Science applications. This service capability will build on the success and reach of the IP infrastructure, and will complement it with deterministic end-to-end multi-protocol services spanning multiple administrative domains and a variety of conventional campus network technologies. The project will create a Generalized MultiProtocol Label Switching (GMPLS) capable optical core network. Optical transport and switching equipment acting as Label Switching Routers (LSRs) will provide deterministic network resources at the packet, wavelength, and fiber cross connect levels. The all-optical capabilities proposed for this core network will be based on connection and resource management mechanisms defined in GMPLS and will model many of the functions of an inter-regional, national, or even global wavelength based Research and Education (R&E) networks. Attached to the core infrastructure will be experimental campus networks carved out from collaborating institutional campus infrastructure. Network requirements will be driven by tight integration with application team members.

Publications:

  1. A. Nabi Zadeh and B. Jabbari, " Performance analysis of multihop packet CDMA cellular networks ," IEEE Global Telecommunications Conference (Cat. No.01CH37270), 2001, pp. 2875-2879 vol.5, doi: 10.1109/GLOCOM.2001.965954.
  2. A. N. Zadeh, B. Jabbari, R. Pickholtz and B. Vojcic, " Self-organizing packet radio ad hoc networks with overlay (SOPRANO)," in IEEE Communications Magazine, vol. 40, no. 6, pp. 149-157, June 2002, doi: 10.1109/MCOM.2002.1007421.
  3. Ali Nabi Zadeh and Bijan Jabbari. 2001. A high capacity multihop packet CDMA wireless network. In Proceedings of the first workshop on Wireless mobile internet (WMI '01). Association for Computing Machinery, New York, NY, USA, 83–88. DOI: https://doi.org/10.1145/381472.381587.
  4. C. A. St Jean, A. N. Zadeh and B. Jabbari, "Combined routing, channel scheduling, and power control in packet radio ad hoc networks with cellular overlay," in Proceedings of IEEE 55th Vehicular Technology Conference. VTC Spring 2002 (Cat. No.02CH37367), 2002, pp. 1960-1964 vol.4, doi: 10.1109/VTC.2002.1002965.
  5. A. N. Zadeh and B. Jabbari, ""On the capacity modeling of multi-hop cellular packet CDMA networks," MILCOM Proceedings Communications for Network-Centric Operations: Creating the Information Force (Cat. No.01CH37277), 2001, pp. 600-604 vol.1, doi: 10.1109/MILCOM.2001.985870.
  6. A. Nabi Zadeh and B. Jabbari, "Performance analysis of multihop packet CDMA cellular networks," in Proceedings of IEEE Global Telecommunications Conference (Cat. No.01CH37270), 2001, pp. 2875-2879 vol.5, doi: 10.1109/GLOCOM.2001.965954.
  7. Ali Nabi Zadeh and Bijan Jabbari. 2003. A high capacity multihop packet CDMA wireless network. Wireless Networks 9, 4 (July 2003), 365–372. DOI: https://doi.org/10.1023/A:1023651411960.
  8. A. N. Zadeh and B. Jabbari, "Throughput of a multihop packet CDMA network with power control," in Proceedings of IEEE 51st Vehicular Technology Conference Proceedings (Cat. No.00CH37026), 2000, pp. 31-35 vol.1, doi: 10.1109/VETECS.2000.851412.
  9. D. O. Awduche and B. Jabbari, "A framework for demand assigned capacity management (DACM) in IP over optical networks," IEEE International Conference on Communications (IEEE Cat. No.04CH37577), 2004, pp. 1589-1593 Vol.3, doi: 10.1109/ICC.2004.1312778.
  10. D. Banerjee and B. Mukherjee, "Wavelength-routed optical networks: linear formulation, resource budgeting tradeoffs , and a reconfiguration study," in IEEE/ACM Transactions on Networking, vol. 8, no. 5, pp. 598-607, Oct. 2000, doi: 10.1109/90.879346.