Jsp Tin2010
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This document summarizes a project on developing bioinspired algorithms for peer-to-peer (P2P) networks. The objectives were to improve scalability and fault tolerance of P2P networks using bioinspired algorithms. The project achieved its objectives through developing an evolvable agent architecture for self-organized connectivity in P2P networks and studying mechanisms for fault tolerance. It released its implementations under an open source license and had success disseminating results through publications, conferences and online networks.
Jsp Tin2010
- 1. NoHNES: Non-Hierarchical Network Evolutionary System TIN2007-68083-C02 Juan Julián Merelo Guervós Ken Sharman
- 2. Project Objectives Bioinspired algorithms for P2P networks
- 3. Scalability and fault tolerance
- 5. Applications
- 7. Subproject objectives - UGR Optimization of P2P/Overlay network.
- 8. Development of a P2P bioinspired framework.
- 9. Scalability and fault tolerance
- 10. Subproject objectives - ITI-UPV Adaptation of bio-inspired algorithms to overlay architectures, and adaptation to real- time response.
- 11. Applications: logistics and transportation, natural language, systems biology, signal processing and pattern recognition.
- 12. Level of success Level of funding
- 13. Bio-inspired algorithms for P2P/overlay networks Evolvable Agent architecture Self-scheduled EA
- 14. Self-organizing connectivity Scalability studied
- 15. Released under the GPL
- 16. Scalability and fault-tolerance over distributed networks Natural mechanisms of fault tolerance investigated
- 17. Multikulti algorithm proposed: Using the optimally different individual to send
- 18. ? ? ? ? ? ?
- 20. Scalability and fault-tolerance over distributed networks Tests in a volunteer computing environment BOINC
- 21. JavaScript-based Importance of churn .
- 22. Bio-inspired algorithms in overlay nets + real-time response Mostly covered in the other objectives
- 23. Real-time response difficult to achieve Latency and quality of service problems
- 24. Applications
- 25. App: Transportation systems EVITA solves the inventory routing problem with time windows
- 26. Two-level algorithm, one for routes, other for overall
- 27. App: Natural Language Analysis of natural language streams with a time-stamp
- 28. Detection of noun phrases
- 29. Optimization of the analysis of phrases
- 31. App: system modeling Pheromone dispensing using genetic programming.
- 32. Laser system dynamics with cellular automata
- 33. Financial distress via neural networks
- 34. App: Pattern Recognition Clustering using ant colony optimization algorithms: KohonAnts Based on Kohonen's self-organizing maps
- 35. Bonus track app: military path planning Multiobjective problem: maximizing speed and stealth, minimizing casualties and resources.
- 36. Antonio Mora's PhD thesis
- 37. Solved with multiobjective ACO
- 38. More unexpected applications Bloat control in Genetic Programming
- 41. Implementations All programs released under GPL license
- 42. Source available on the fly on a public forge http://forja.rediris.es
- 43. Quality indicators 70 papers 13 in journals. 9 references
- 44. Work picked up by popular press
- 45. Conferences by ITI-UPV and UNEX
- 46. 3 PhDs, 3 to go
- 47. Diffusion of work Use of blogs, microblogs and social networks for difussion of work
- 48. Publication of drafts and all slides
- 49. Collaboration Tightly integrated coordinated project
- 50. Collaboration with several national and international researchers. Self-funded stays, mainly.
- 51. Conclusions Objectives largely achieved.
- 52. Integration of the inter- and intra-subprojects.
- 53. That's all Thanks a lot for your attention
Editor's Notes
- #3: http://www.flickr.com/photos/vicfan/3891597715/
- #14: Foto http://www.flickr.com/photos/_asane_/3094494143/
- #16: CC http://www.flickr.com/photos/fap_portfolio/3979804795/
- #17: CC http://www.flickr.com/photos/libraryman/6573471/
- #18: http://www.flickr.com/photos/mark_w/3195184537/
- #19: CC http://www.flickr.com/photos/askdavetaylor/4261149102/
- #24: http://www.flickr.com/photos/canvasblank/3244498269/