Provided are systems, methods, and apparatuses for providing storage-efficient sensors. A method can include: using a discovery service to determine one or more parameters associated with a storage device via a network over a medium; transmitting data from at least one sensor to a storage device via the network over the medium; processing the data and storing at least a portion of the data at the storage device; and transmitting at least a second portion of the data via the network to at least one host.

An air treatment apparatus for conditioning air or providing ventilation of air includes: a casing of an apparatus main body; a first sensor disposed outside the casing and configured to output a signal in conformity with a first communication standard; a conversion unit configured to convert the signal output from the first sensor into a signal conforming to a second communication standard higher in tolerance to noise than the first communication standard and to output the signal thus converted; and a main control unit disposed in the casing and configured to receive the signal output from the conversion unit.

A method for improving frequency response of a high-speed data acquisition device includes sampling signals received at an input of the high-speed data acquisition device at a first sampling rate and generating a digital data stream representative of the sampled input signals. The digital data stream is interpolated to generate an interpolated digital signal with a higher sample rate than the first sampling rate, and one or more finite impulse response (FIR) filters are applied to the interpolated digital signal to generate a filtered digital signal. The filtered digital signal corrects for: parasitic and/or expected response of elements from the network of resistors and capacitors in the anti-aliasing filter in the high-speed data acquisition device, and select anti-aliasing filter response characteristics. The filtered digital signal is decimated to reduce the sampling rate of the filtered digital signal and generate a decimated digital signal.

Proposed are an input/output device and a control method for the same, the device including a first input/output terminal that receives a forward signal from a limit switch or outputs power to a sensor; a second input/output terminal that receives a backward signal from the limit switch or receives a sensing signal from the sensor; and an integrated circuit unit that determines a communication target for exchanging a signal through the first input/output terminal and the second input/output terminal, and selectively receives or outputs the forward signal, the backward signal, the power of the sensor and the sensing signal based on the determination result.

In one embodiment, a method includes receiving a traffic flow including a plurality of packets encrypted using a cryptographic protocol, determining cryptographic protocol data of the traffic flow, and transmitting telemetry data of the traffic flow including the cryptographic protocol data. In another embodiment, a method includes receiving telemetry data of a traffic flow including a plurality of packets encrypted using a cryptographic protocol, the telemetry data including cryptographic protocol data of the traffic flow, classifying the traffic flow based on the cryptographic protocol data using a machine learning classifier; and taking a remedial action with respect to the traffic flow based on the classification of the traffic flow.

An information handling system may include a processor, a management controller communicatively coupled to the processor and configured for out-of-band management of the information handling system, and a smart network interface card communicatively coupled to the processor and the management controller and configured to receive telemetry information from telemetry sources of the information handling system and perform advanced processing of the telemetry information.

A system for communication between BMSs of a battery pack including a plurality of BMSs connected to a parallel communication network, and a plurality of slave BMSs allocated with different communication identifiers, each having a variable field; and a master BMS for allocating a communication identifier to each of the plurality of slave BMSs through the parallel communication network, changing a priority determination value allocated to the variable field according to a predetermined condition, and performing communication with the plurality of slave BMSs based on the communication identifier.

In one embodiment, a method for classifying an encrypted flow includes receiving a plurality of packets associated with an encrypted flow traversing a network, collecting telemetry data from the flow without decrypting the flow, sending the telemetry data to a backend system for classification, using the telemetry data to classify the flow using a machine learning classifier, creating a classification response, and using the classification response to modify processing of the flow. In another embodiment, a method for classifying an encrypted flow includes receiving a plurality of packets associated with an encrypted flow traversing a network, collecting telemetry data from the first plurality of packets associated with the flow, sending the telemetry data to a backend system for classification, using the telemetry data to classify the flow using a machine learning classifier, and using the output of the classifier to modify processing of the flow.

An insulated bag reduces heat exchange between temperature-sensitive items and ambient surroundings. The insulated bag has a bag body which can be covered by a bag lid. The bag lid is provided with a first portion of a securing element. The insulated bag is suitable for insertion into an item space of a mobile delivery robot. The mobile robot has a robot lid provided with a complementary second portion of the securing element. After the insulated bag is inserted into the item space, the two portions of the securing element are connected. Thereafter, when the robot lid is opened, the bag lid is also opened, permitting access to its contents.

Accessing an energy management policy for a plurality of devices is described, wherein the devices are coupled with a first structure. The energy usage of the devices is monitored. An energy usage rule and energy usage is then compared. The energy management policy and energy usage is also compared. Based on the comparing, an instruction is generated to modify an energy usage profile of said device to correlate with the energy usage rule associated with the devices and the energy management policy, thereby enabling efficient energy management.