Complex sentence: Previous clustering algorithms performed less effectively over very large databases and did not adequately consider the case wherein a data-set was too large to fit in main memory.
Split into simpler sentences: Previous clustering algorithms performed less effectively over very large databases. Many previous methods did not adequately considered the case wherein a data-set was too large to fit in main memory.