These are the refereed proceedings of the Second International Workshop on Grid Computing, GRID 2001, held in Denver USA, in November 2001. The 16 revised full papers presented were reviewed and selected for inclusion in the book. The papers are organized in topical sections on object middleware, resource discovery and management, scheduling, grid architecture and policies, and performance and practice.