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Funda Ergun

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Intelligent and Agile Protocols and ... mobile devices, Network topology may change in time Different ... not much more Examples of Existing Service IP, ... – PowerPoint PPT presentation

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Title: Funda Ergun


1
High Rate Data Delivery ProgramSeptember 2002
Intelligent and Agile Protocols and Architectures
for Space and Terrestrial Networks
  • Funda Ergun
  • Behnam Malakooti
  • Case Western Reserve University
  • NAG3-2578

2
Objective
  • Given a space, terrestrial, or hybrid network
    consisting of aerospace, near earth and
    terrestrial components, design architectures and
    protocols which will allow for faster, more
    reliable routing with Quality of Service,
    learning from their experience.

3
Nature of the Problem and the Solutions
  • Network composed of various types of
    componentssatellites, terrestrial routers, end
    hosts, mobile devices,
  • Network topology may change in time
  • Different transmissions require different
    parameters
  • Existing protocols provide basic service, not
    much more

4
Examples of Existing Service
  • IP, routing using BGP. Routing performed using
    shortest path or policy routing. Topology
    discovery is crude and takes time.
  • Label switching, MPLS. Path allocation, backup
    paths are supported. Main concern is
    reliability, main goal is to keep packet header
    short.

5
Desired Routing Algorithm
  • We would like our routing algorithm to
  • Respect bandwidth, reliability, delay, cost
    concerns.
  • Be adaptable to changes in topology.
  • Not require much computational power from
    intermediate nodes.
  • Incorporate policy routing if necessary.

6
Design of a routing protocol
  • Routing/scheduling algorithm with desired
    properties is intractable.
  • One can resort to heuristics/approximation
    algorithms.
  • Issues to be dealt with
  • Running time with realistic data
  • How good the routing is performed.

7
Techniques Used
  • Rounding and scaling of data for approximation
  • Lagrangian relaxation
  • Estimating future resource allocation.
  • Simulation results are very promising for both
    multicast and unicast networks
    algorithms/heuristics are extremely fast, require
    very little computation, and route in a very
    intelligent and precise way.

8
Simulation Results
  • If all of desired values stay within bounds, our
    algorithms find solutions that cost up to 5 more
    than the optimal solution in around 100msec for
    50-100 node networks for unicast, up to 15 more
    for multicast networks.
  • Finding the optimal multicast routing for a
    10-node network takes a full day at 12 nodes it
    cannot be done.
  • ESZ, ESZ2, WEX.

9
Protocols
  • Message passing and data storage requirements
    most of the data is kept in the routers.
  • Not all nodes need to have access to all the
    information. Using hierarchical routing, data
    dissemination needs can be minimized.
  • Header lengths need not become very long
    MPLS-like structure.
  • Routing data can be translated into diffserv-like
    class system.

10
Intelligent Mobile Decision Makers
  • Developing a framework for Intelligent Mobile
    Decision Makers as a vehicle to achieve
    distributed decision making.
  • Developing Intelligent Mobile Decision Makers
    that can operate within IP.
  • Developing an approach for Clustering of Packets
    for more effective and flexible network
    communication.
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