System and methods for connection pooling for video streaming in content delivery networks (CSNs) are provided. An embodiment method for connection pooling in a content delivery network (CDN) by a proxy server includes receiving, from a client, a request for media content, sending, to a control server, a query to locate an origin media server having the media content if the media content is cache-missing, receiving, from the control server, information regarding the origin media server having the media content requested by the client, and forwarding the request for the media content to the origin media server having the media content using a reusable connection from a pool of the reusable connections between the proxy server and the origin media server if the reusable connection is unoccupied.