The study of Quantum Chromodynamics (QCD) remains one of the most challengi
ng topics in elementary particle physics. The lattice formulation of QCD, i
n which space-time is treated as a four-dimensional hypercubic grid of poin
ts, provides the means for a numerical solution from first principles but m
akes extreme demands upon computational performance. High Performance Compu
ting (HPC) offers us the tantalizing prospect of a verification of QCD thro
ugh the precise reproduction of the known masses of the strongly interactin
g particles. It is also leading to the development of a phenomenological to
ol capable of disentangling strong interaction effects from weak interactio
n effects in the decays of one kind of quark into another, crucial for dete
rmining parameters of the Standard Model of particle physics. We give a ped
agogical review of lattice QCD, outline the computational methodology used
and discuss the sources of systematic error that arise in numerical calcula
tions. We describe progress in reducing discretization errors through the u
se of improved formulations of lattice QCD and present a selection of recen
t results. (C) 1999 Elsevier Science B.V. All rights reserved.