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Multiscale Tools for Networking Vinay J. Ribeiro Ph.D. Thesis Proposal
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Research Goals Develop network analysis, modeling, and measurement tools –Performance improvement –Understanding …..
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Devil’s Advocate
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The Reality of the Internet
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The Internet Boom
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Too Many Cooks
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Modeling Difficulties
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Internet 101
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Performance Issues of Interest
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Single Router Performance
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Path Performance
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Per-Hop Performance
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Research Topics
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Multiscale Traffic Analysis
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Multiscale Protocol Hierarchy
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Backbone Traffic Analysis
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Wavelet Analysis
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Wavelet Plots
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Physical Causes
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Summary
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2. Multiscale Queuing Theory
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Queuing Is A Tough Problem
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Approximations for P(Q>b)
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Asymptotic decay of formulas
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Queuing Experiments
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Results
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Queuing of multiscale models
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Yes!
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Summary
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Probing for available bandwidth
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Single Queue Scenario
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Packet chirps
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Delphi
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Delphi is adaptive
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Adaptive algorithm works
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Performance vs. utilization
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Summary of Delphi
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Multiple queue scenario
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Pathchirp
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Real Internet Experiment
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Summary of Pathchirp
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4. Identifying “hotspots”
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Delay hotspot detection
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Research challenges
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Available bandwidth tomography
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Avail. bandwidth using ICMP
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Summary
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Overall Summary
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