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i+1 e
i s
i e
i s
i e
i+1 s
t s
t e
i s
i e
t s
t e
t s
t e
overlap
i+1 precedes t
i and t form closest pair
Fig. 3. Some possibilities when i e <t e
if i +1 e t e then
make i +1
the new initiator , and re-process the new initiator and terminator
else
this means initiator completely precedes terminator , without any overlap, and
there is no other tuple from the initiator set occurring before terminator .Now,
check if the distance criterion is satisfied.
if ( t s - i e )
d then
combine initiator and terminator
advance initiator and terminator
else
does not satisfy distance
lookahead to determine new initiator and terminator , re-process them
Case 2 ( i e == t e ): This means initiator and terminator overlap (they have the same
end offset). Perform a lookahead, and re-process.
Case 3 ( i e >t e ): This means our assumption of initiator and terminator is wrong.
The terminator precedes the initiator, either in an overlapping fashion, or a non-
overlapping fashion as shown in Figure 4. In this case, we swap the
initiator and
terminator pointers, and re-process.
t s
t e
t s
t e
i s
i e
i s
i e
no overlap
overlap
Fig. 4. Some possibilities when t e <i e
Lookahead algorithm: A lookahead is done when the current initiator and
terminator cannot be combined due to an overlap, or because the distance criterion
is not satisfied. At this point, we cannot determine which one from initiator and
terminator to keep, and which one to discard. We look ahead one tuple from both
sets, and assign the one that occurs first as the new terminator. The older tuple from the
 
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