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How do I optimize this query that gets the newest entry of each group?

I have a query, that finds the newest item of each group based on the ID returned by a subquery. The problem is, that the table has a bit over 5000 entries and even with only this amount of entries ...
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SELECTing n rows for each GROUP with WHERE condition

I SELECT n rows for each ArticleID from TagMap table SELECT a.ArticleID,a.TagID FROM TagMap a LEFT JOIN TagMap b ON a.ArticleID = b.ArticleID AND a.TagID < b.TagID GROUP BY a.ArticleID,a.TagID ...
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