I researched and found a few helpful tips that helped eliminate the problem. One was to correct my running form. Overstriding will kill your knees; don't let your upper body lean back from your lower body. Your body should be vertically aligned, head to foot, with each landing (though a slight forward tilt of your torso is fine). Another tip is to incorporate lower body strength exercises. Lastly, be sure to do stretches after (at least half of) your runs.
These days I run almost daily and experience no knee pain. At my current rate I'm on track to finish 2000 miles for the year.
Make sure that you have 2-3 rest days per week for the first 60-90 days, then it’s okay to start ramping up by adding 10% more miles per week.