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: An electronic device and a method of a power supply protection for a connection port are provided. The electronic device includes a first connection port with a first switch and a first controller and a first control circuit. The first controller determines a first preset value according to a state of the first switch activation signal correspondingly, and detects whether the first input voltage of the first connection port is greater than the first preset value. When the first input voltage is greater than the first preset value, the first controller enables a first abnormal signal on the first abnormal state detection pin. In response to a first forced closing signal being enabled, the first controller controls the first switch to disconnect both terminals.

Abstract: An electronic device and a method of a power supply protection for a connection port are provided. The electronic device includes a first connection port with a first switch and a first controller and a first control circuit. The first controller determines a first preset value according to a state of the first switch activation signal correspondingly, and detects whether the first input voltage of the first connection port is greater than the first preset value. When the first input voltage is greater than the first preset value, the first controller enables a first abnormal signal on the first abnormal state detection pin. In response to a first forced closing signal being enabled, the first controller controls the first switch to disconnect both terminals.

Abstract: An electronic apparatus and a charging method thereof are provided. The electronic apparatus includes a transmission port, a battery module, an apparatus circuit, a power conversion circuit, a switching circuit, and a control circuit. The transmission port is coupled to an external power apparatus to receive an input power. The apparatus circuit and the battery module are connected to each other in parallel and are coupled to a power bus. Each of the power conversion circuit and the switching circuit is coupled between the transmission port and the power bus. When the external power apparatus is a programmable power supplier and a battery voltage is lower than a reference voltage, the control circuit disables the power conversion circuit, enables the switching circuit to transmit the input power to the power bus, and regulates a voltage value and a current value of the input power dynamically.

Abstract: An electronic apparatus and a charging method thereof are provided. The electronic apparatus includes a transmission port, a battery module, an apparatus circuit, a power conversion circuit, a switching circuit, and a control circuit. The transmission port is coupled to an external power apparatus to receive an input power. The apparatus circuit and the battery module are connected to each other in parallel and are coupled to a power bus. Each of the power conversion circuit and the switching circuit is coupled between the transmission port and the power bus. When the external power apparatus is a programmable power supplier and a battery voltage is lower than a reference voltage, the control circuit disables the power conversion circuit, enables the switching circuit to transmit the input power to the power bus, and regulates a voltage value and a current value of the input power dynamically.

Abstract: A power management method is suitable for an electronic device including a controller, a processor and a battery, and includes following steps. A first power is provided to the electronic device by a power adapter, and a maximum value of the first power is smaller than a maximum value of a rated consumed power of the electronic device. A power state of a second power of the battery is obtained by the controller. A control signal is generated according to the power state, and the processor adjusts an operation performance of the processor based on the control signal. The operation performance of the processor is continuously adjusted according to the power state.

Abstract: A power management method is suitable for an electronic device including a controller, a processor and a battery, and includes following steps. A first power is provided to the electronic device by a power adapter, and a maximum value of the first power is smaller than a maximum value of a rated consumed power of the electronic device. A power state of a second power of the battery is obtained by the controller. A control signal is generated according to the power state, and the processor adjusts an operation performance of the processor based on the control signal. The operation performance of the processor is continuously adjusted according to the power state.

Abstract: A power supply system with a remote control circuit and a power supply system operation method are provided. The power supply system uses a remote control power supply device and a battery to provide a system with power, while the remote control circuit includes a first-resistor, a first-operational amplifier, a second-operational amplifier and a selection circuit. The first-resistor herein is coupled between the remote control power supply device and the battery. The first-operational amplifier detects the current passing through the first resistor so as to output a first control signal. The second-operational amplifier detects the battery voltage so as to output a second control signal. The selection circuit outputs one of the first control signal and the second control signal with a lower voltage and the output signal is served as a remote control signal to adjust the voltage of the remote control power supply device.

Abstract: A power control apparatus and method for an electronic device is provided, which utilizes a charge current control module and a feedback signal control module to transfer the power control signal to a remote-controlled adapter through a feedback circuit, to control the output voltage of the remote-controlled adapter so as to adjust the charge current until the total input current supplied by the remote-controlled adapter is equal to the highest total input current. Therefore, the system of the electronic device can be provided with sufficient power to process needed procedures in a safe condition. Besides, according to the power required by the system of the electronic device, the controller can distribute the power for both the system and the battery in order to improve the efficiency of power use.

Abstract: A power supply system with a remote control circuit and a power supply system operation method are provided. The power supply system uses a remote control power supply device and a battery to provide a system with power, while the remote control circuit includes a first-resistor, a first-operational amplifier, a second-operational amplifier and a selection circuit. The first-resistor herein is coupled between the remote control power supply device and the battery. The first-operational amplifier detects the current passing through the first resistor so as to output a first control signal. The second-operational amplifier detects the battery voltage so as to output a second control signal. The selection circuit outputs one of the first control signal and the second control signal with a lower voltage and the output signal is served as a remote control signal to adjust the voltage of the remote control power supply device.

Abstract: A power control apparatus and method for an electronic device is provided, which utilizes a charge current control module and a feedback signal control module to transfer the power control signal to a remote-controlled adapter through a feedback circuit, to control the output voltage of the remote-controlled adapter so as to adjust the charge current until the total input current supplied by the remote-controlled adapter is equal to the highest total input current. Therefore, the system of the electronic device can be provided with sufficient power to process needed procedures in a safe condition. Besides, according to the power required by the system of the electronic device, the controller can distribute the power for both the system and the battery in order to improve the efficiency of power use.