We show that combining the spatial noncommutative SYM limit and Lorentz tra
nsformation, one can obtain a well-behaved light-like noncommutative SYM li
mit. The light-like noncommutative SYM is unitary. When the boost velocity
is finite, the resulting theory with space-time noncommutativity is unitary
as well. The light-like noncommutative SYM limit can also be approached by
combining the noncommutative open string theory limit and Lorentz transfor
mation. Along this line, we obtain the supergravity dual for the light-like
noncommutative SYM, which is the same as the one acquired using a differen
t method. As a comparison, the supergravity duals for the ordinary SYM, spa
tial noncommutative SYM and the noncommutative open string theories are giv
en as well, in an infinitely-boosted frame with finite momentum density, wh
ich are the decoupling limits of bound states (Dp, W), (D(p - 2), W, Dp), a
nd (F1, W, Dp), respectively.