Using six-dimensional Euclidean F(4) gauged supergravity we construct a
holographic renormalization group flow for a CFT on S5. Numerical solutions
to the BPS equations are obtained and the free energy of the theory on S5 is
determined holographically by calculation of the renormalized on-shell
supergravity action. In the process, we deal with subtle issues such as
holographic renormalization and addition of finite counterterms. We then
propose a candidate field theory dual to these solutions. This tentative dual
is a supersymmetry-preserving deformation of the strongly-coupled
non-Lagrangian SCFT derived from the D4-D8 system in string theory. In the IR,
this theory is a mass deformation of a USp(2N) gauge theory. A localization
calculation of the free energy is performed for this IR theory, which for
reasonably small values of the deformation parameter is found to match with the
free energy calculated holographically.Comment: 43 pages, 8 figures, v2: references added, name of 2nd author
corrected, v3: typos corrected, improvement of section