SANS (Self-Adapting Numerical Software) is a more general concept: first of all it comprises algorithmic, networking, and kernel adaptations. SALSA largely pertains to the algorithmic level. Furthermore, SALSA targets only linear/non-linear system solving. The concept of adaptive algorithm choice (the top level of SANS) could be applied to eigensystems, information retrieval, optimization &c as well.
