Chronic Fatigue Syndrome hasn't always been recognized as a serious condition but those who suffer from the condition know how frustrating it can be.  Symptoms may include joint and muscle pain, mild fever, swollen lymph nodes, difficulty sleeping, and short term memory loss.  The most significant symptom is the one that give the syndrome its name.