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Modular RADAR: Immune System Inspired Strategies for Distributed Systems

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Soumya Banerjee
Soumya Banerjee

Talk given at the 9th International Conference on Artificial Immune Systems (ICARIS), 2010, Edinburgh, UK

Technology
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Modular RADAR: Immune System Inspired Strategies for Distributed Systems Soumya Banerjee and Melanie Moses University of New Mexico
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Properties of Distributed Systems ,[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],Properties of the Natural Immune System (NIS)
Problems Faced by the NIS ,[object Object],[object Object]
Search Problem ,[object Object]
Response Problem ,[object Object]
West Nile Virus infection ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Komar et al. 2002
[object Object],Nearly Scale-Invariant Search and Response
Nearly Scale-Invariant Search and Response ,[object Object]
Solution: Lymph Nodes (LN) ,[object Object],[object Object],Crivellato et al. 2004
Modular RADAR ,[object Object],[object Object],[object Object],[object Object],[object Object]
Hypothesis ,[object Object],[object Object],www.lymphadvice.com
Lymph Node Dynamics
Lymph Node Dynamics
Lymph Node Dynamics
 
 
Scaling of LN Size and Number ,[object Object],[object Object],Banerjee and Moses 2010, Swarm Intelligence (under review)
 
 
Modular RADAR Architecture
Summary ,[object Object],[object Object],[object Object],[object Object]
Peer-to-Peer Systems ,[object Object],[object Object],[object Object],[object Object]
Semantic Small World (SSW) P2P Overlay Network ,[object Object],[object Object],[object Object],[object Object],* M. Li et al. 2004
Semantic Small World (SSW) P2P Overlay Network adapted from M. Li et al. 2004
Bounds for Efficient Decentralized Search in SSW ,[object Object],[object Object],[object Object],[object Object],M. Li et al. 2004
SSW with Modular RADAR ,[object Object],[object Object],[object Object],[object Object]
Time to Search in SSW with Modular RADAR ,[object Object]
SSW with Modular RADAR
Wireless Mobile Devices: Original System adapted from Nair et al. 2008
Tradeoffs ,[object Object],[object Object],[object Object],[object Object],[object Object]
System modified with modular RADAR
Future Directions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Summary ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Acknowledgements ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

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Modular RADAR: Immune System Inspired Strategies for Distributed Systems

Editor's Notes

  1. only a few IS cells can respond
  2. only a few IS cells can respond
  3. only a few IS cells can respond
  4. only a few IS cells can respond
  5. a word about ODE models showing that IS scale invariant? XX
  6. only a few IS cells can respond
  7. lymh n/w XX
  8. one diramragm size of LN prop size of DR
  9. one diramragm size of LN prop size of DR
  10. one diramragm size of LN prop size of DR
  11. one diramragm size of LN prop size of DR
  12. redo