It seems the kind of query for N time series at a specific timestamp or across a small span will be inherently slow because of O(N) block read? Is there some wa

It seems the kind of query for N time series at a specific timestamp or across a small span will be inherently slow because of O(N) block read? Is there some way to support this kind of query efficiently?