Heat olive oil in 12-inch nonstick skillet over medium-high heat and cook pancetta, stirring frequently, until crisp. Stir in walnuts and anchovy; heat through.
Reduce heat to medium-low, then stir in Sauce; heat through. Combine sauce mixture with hot pasta in large bowl, then stir in arugula.