We are indebted to Iain Duff and his colleagues at CERFACS and the Rutherford Appleton Laboratories, and Roger Grimes and John Lewis of Boeing Computer Services for making the Harwell-Boeing Sparse Matrix Collection and its User's Guide available to us.