<p>A retaining ring for the polishing head in chemical mechanical polishing that in an embodiment distributes heat evenly by a heat exchanger means embedded within or on the lower surface of the ring that reduces the discrepancy in the temperature about different points of the lower surface of the ring in contact with or facing the polishing pad during chemical mechanical polishing.</p>