Sept 15: Metric
embeddings in data stream algorithms.
S. Muthukrishnan
There is a rich theory of metric space embeddings; these methods
are now being applied
to algorithms for handling super-fast data
streams. I
will describe three such applications in spaces that
deal with
vector distances
tree and string distances, and
spatial orientations.
These are amongst
the most general and powerful results known in
data stream algorithms,
but, yes, there is a coda.