I will post here the slides that I will use in class. Also the homework assignments and solutions will be posted here.
| Dates | Topic |
Assignment |
Assignment Due |
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Jan. 7 |
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| Jan. 9 |
Introduction / Convex set & functions |
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| Jan. 12 |
Convex set & functions |
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Jan. 14 |
Convex functions / Inequalities |
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| Jan. 19 | No Class (Martin Luther King, Jr. Day) | |
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Jan. 21 |
Inequalities via convex function |
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| Jan. 26 |
Inequalities via convex function |
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Jan. 28 |
Introduction to Large Deviation | |
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| Feb. 2 | Introduction to Optimization | |
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Feb. 4 |
Introduction to Optimization | |
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| Feb. 9 | Lagrange Duality | HW #1 |
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Feb. 11 |
KKT condition | ||
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| Feb. 16 | |
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Feb. 18 |
Utility Maximization and Fairness | |
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| Feb. 23 | Lyapunov Stability | Supplementary note (Proof) | |
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Feb. 25 |
Congestion Control : Primal Algorithm | ||
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| Mar. 2 | No Class (Spring Break) | ||
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Mar. 4 |
No Class (Spring Break) | |
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| Mar. 9 | Congestion Control: Primal-Dual Algorithm | HW #1 Solution | |
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Mar. 11 |
TCP Design (Router Buffer Sizing) | |
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| Mar. 16 | Network Topology: Introduction | |
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Mar. 18 |
Erdos-Renyi Random Graph | supplementary note1 | |
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| Mar. 23 | Power-Law Graph: Barabasi model | supplementary note2 | |
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Mar. 25 |
Fluid vs. Stochastic / Epidemics: Introduction | ||
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| Mar. 30 | Epidemics on Graph: Spatial Stochastic Process | |
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Apr. 1 |
Mobility, link metrics, and performance in MANET / DTN | |
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| Apr. 6 | Mobility, link metrics, and performance in MANET / DTN | ||
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Apr. 8 |
No Class | | |
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| Apr. 13 | Student Presentation | |
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Apr. 15 |
Student Presentation | |
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| Apr. 20 | Student Presentation | ||
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Apr. 22 |
Student Presentation | ||
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