Abstract: A resource allocation method comprises using resources with a used resource quantity of a machine learning system to execute a first experiment which has a first minimum resource demand, receiving an experiment request associated with a target dataset, deciding a second experiment according to the target dataset, deciding a second minimum resource demand of the second experiment, allocating resources with a quantity equal to the second minimum resource demand for an execution of the second experiment when a total resource quantity of the machine learning system meets a sum of the first minimum resource demand and the second minimum resource demand and a difference between the total resource quantity and the used resource quantity meets the second minimum resource demand, determining that the machine learning system has an idle resource, and selectively allocating said the idle resource for at least one of the first experiment and the second experiment.

Abstract: A coaxial cable connector using the interference fit of a metallic sleeve forced into an open end of an annular space of a metallic coaxial cable connector end piece to provide the holding force required to maintain a tight mechanical connection between the coaxial cable and the coaxial cable connector thereby providing a good electrical contact between the coaxial cable shielding conductor and the coaxial cable connector, to provide good electromagnetic shielding performance for a central conductor from outside interference.