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1
Introduction
2
Modeling
3
Models of Complex Systems
4
Power
5
Power Density
6
Scaling
7
Scaling Laws
8
Kleibers Law
9
Wire Scaling Problem
10
The Biology of Chips
11
Clock Trees
12
The Internet
13
Interventions
14
Comcast
15
Other Interventions
16
Autonomous Systems
17
Population
18
Money
19
wickedness
20
calibrate model
21
egress modeling
22
blacklisting
23
spam
Description:
Explore the complexities of computer networks in this lecture by Stephanie Forrest from the Santa Fe Institute. Delve into modeling strategies that characterize and predict the Internet's state, from chip-level communication to global network dynamics. Examine biological concepts adapted for on-chip communication and simulations that intersect social, economic, and political forces shaping the Internet's future. Learn about power density, scaling laws, wire scaling problems, and the biology of chips. Investigate interventions in Internet infrastructure, autonomous systems, population dynamics, and economic factors. Gain insights into wicked problems, model calibration, egress modeling, blacklisting, and spam mitigation techniques.

Modeling Computer Networks from Chips to the Internet

Santa Fe Institute
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