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authorDouglas B. Rumbaugh <doug@douglasrumbaugh.com>2025-06-01 15:09:25 -0400
committerDouglas B. Rumbaugh <doug@douglasrumbaugh.com>2025-06-01 15:09:25 -0400
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diff --git a/chapters/beyond-dsp.tex b/chapters/beyond-dsp.tex
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@@ -53,7 +53,7 @@ that can be supported by our dynamization technique.
\subsection{Extended Decomposability}
\label{ssec:edsp}
-As discussed in Chapter~\cite{chap:background}, the standard query model
+As discussed in Chapter~\ref{chap:background}, the standard query model
used by dynamization techniques requires that a given query be broadcast,
unaltered, to each block within the dynamized structure, and then that
the results from these identical local queries be efficiently mergeable
@@ -1533,7 +1533,7 @@ points for each node. This structure can answer $k$-NN queries in
$\Theta(k \log n)$ time.
Our dynamized query procedure is implemented based on
-Algorithm~\cite{alg:idsp-knn}, though using delete tagging instead of
+Algorithm~\ref{alg:idsp-knn}, though using delete tagging instead of
tombstones. VPTree doesn't support efficient point lookups, and so to
work around this we add a hash map to each shard, mapping each record to
its location in storage, to ensure that deletes can be done efficiently