I agree with Theo, velcro is easy, neat and very reusable. McMaster-Carr carries rolls of every width and length at good prices (1/2" x 75' $15.50). Use foam pipe insulation to space cables away from each other, both power and signal...
http://www.mcmaster.com
http://www.mcmaster.com