High dimensional data analisys: data access problems and possible solutions

This paper discuss multidimensional access methods applied to $10^4$-dimensional data. Authors describe informational system, development of which encountered this problem. Than this problem is stated, decomposed and detailed. Existing techniques are referenced, theirs advantages and pitfalls are stated in context of the problem.