To build the fractal electro-dynamics theory, a new distribution is introduced for consideration whose construction is based on the Cantor set structure and Cantor measures. Major properties of this Cantor distribution are discussed. Semigroup of operators assigned on the Cantor measures is considered. As an example, a theory is brought up for consideration of the permittivity dissipative burst transition scattering on a charge at rest.