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LECTURE 11
Chee Yap
ONLINE ALGORITHMS
ONLINE ALGORITHMS
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OVERVIEW
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Introduction
- A major issue for thinwire visualization
is bandwidth management.
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This can be formulated as an online scheduling
problem: each request for visual data is served
at some "quality level" (also called Quality-of-Service
or QoS Level).
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We can measure the QoS by the amount of data
that is sent - this can be varied by reducing
the resolution or the coverage of the visual data
(in case we use foveating type techniques).
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In order to see what can be achieved here,
it is important to understand a class of algorithms
called competitive online algorithms, first introduced
by Sleator and Tarjan.
We illustrate the ideas here by studying the
paging problem.
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Next we study a ``scalable scheduling'' problem
introduced by Chang and Yap []
motivated by visualization. We introduce two
algorithms FirstFit and LastFit, both of which
can be shown to be 2-competitive.
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General Issues
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Overview of System
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Introduction to Threads
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Attribute Objects
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