CS273: Foundations of Parallel and Distributed Systems
INSTRUCTORS:
Satish Rao
(satishr@cs.berkeley.edu)
Office hours (tentative): Mo: 1:30-2:30, Th: 9-10.
Fundamental theoretical issues in designing parallel algorithms and
architectures and topics in distributed networks. Shared memory models
of parallel computation. Parallel algorithms. Fundamentals of routing
for general networks. Algorithms for object location in distributed
networks. Partitioning methods. Game theoretic aspects of
distributed agents. Foundations of Game Theory. On-line auctions.
Administration
Homeworks, perhaps a final will determine your grade. For
guidance on the level of work required please see
the 2006 site.
The course is more front loaded than other courses, so be sure to get your
work done as it is posted.
Homework Guidelines
The point of homeworks is to learn the material well. Please do all
problems but turn in a full(ish) solution to only one problem. For
the other problems sketch something illuminating; one sentence at
most, or a stanza if you are inspired.
Homeworks/Lecture Notes.
Lecture 1. Introduction. Load Balancing. Begin Power of two
choices. One question. In
ps or
pdf
Lecture 2. Continue power of two choices. A short intro to
linearity of expectation. Two questions. In
ps or
pdf
Lecture 3. Three questions. Markov, Chebyshev, and
Chernoff/Hoeffding. In
ps or
pdf
Lecture 4. The BSP computer and solving linear systems. Four questions. In
ps or pdf
Auxilary material
on linear systems.
Lecture 5. Hypercube, Butterfly, Benes, Benes Routing, Randomized
Routing.
ps or pdf
Lecture 6. Valiant-Brebner again.
ps or pdf
Lecture 7. Alelunias-Upfal again, Ranade's algorithms.
ps or pdf
Lecture 8. Random delays and Packet Scheduling.
ps or pdf
Lecture 9. Path Selection: Linear Program and Randomized Rounding
ps or pdf
Lecture 10. Path Selection: Multiplicative weights.
ps or pdf
Survey (plus new stuff) by Arora, Hazan, Kale
Lecture 11. The PRAM and algorithms.
ps or pdf
Lecture 12. More PRAM algorithms.
ps or pdf
PRAM complexity.
ps or pdf
Matching.
ps or pdf
PRAM algorithms.
ps or pdf
VLSI Model and Bisection Lower Bounds
ps or pdf
VLSI for functions
ps or pdf
Universal Networks
ps or pdf
Sparse Cuts
ps or pdf
Sparse Cuts with Spectral
ps or pdf
Cheeger (sort of)
ps or pdf
Distributed Computing
ps or pdf
Byzantine Generals.
ps or pdf
Some lecture references.
Useful links.
The 2006
site.
The 2005 273 website.