Savi, Massimiliano

A method, system, and non-transitory computer-readable medium can include generating a prompt comprising input data. The prompt can be configured to process textual data, numerical data, mixed data, or combinations thereof. The input data can include at least one of new data, a selection of historical samples from historical data, or anomalies in event data from a stream. The prompt can then be provided to a large language model (LLM), which generates a synthetic label based on the prompt. The method can then determine if a prediction model is drifting by comparing a prediction label against the synthetic label for a match. The prediction model can generate the prediction label based on the input data. If the prediction label and the synthetic label do not match, the method can include initiating a corrective action. The corrective action can include at least one of generating an alert for a user, retraining the prediction model, or initiating an investigation.

Methods, network traffic management apparatuses, non-transitory computer readable media, and systems that optimize transport of unknown and changing unstructured log data in a network environment. The method includes retrieving one or more entries associated with target unstructured log data; structuring the one or more entries into sorted structured batches comprising structured data and sorted unstructured batches without structured data, based on a current configuration and producing current batch metadata; converting the sorted structured batches into columnar-oriented batches; compressing the columnar-oriented batches; evaluating the compressed columnar-oriented batches by comparing a compression ratio of compressed sizes of the sorted structured batches and the sorted unstructured batches using the current batch metadata thereby producing a compression rate; receiving the compression rate and the current batch metadata; and determining an optimized configuration for the retrieved one or more entries; and repeating the above steps using the optimized configuration.

A detection method for an abnormally charged battery and a battery energy station (100) thereof are provided. Firstly, obtaining a state of charge corresponding to a battery (112) at a first time point, where the battery (112) is placed in the battery energy station (100) before a second time point, and the second time point is earlier than the first time point. In addition, when the state of charge corresponding to the battery (112) is lower than a charging threshold, recharging the battery (112), and reobtaining the state of charge corresponding to the battery (112), where the third time point is later than the first time point. Lastly, when the state of charge corresponding to the battery (112) is still lower than the charging threshold, identifying the battery (112) as being in an abnormal charging state.

Methods, network traffic manager apparatuses, non-transitory computer readable media, and systems that optimize a representation for detecting a pattern of a traffic flow are disclosed. The method includes retrieving a representation and dataset associated with the representation from storage and prompting a natural language processing model to transform the retrieved representation to a first candidate representation different than the retrieved representation based on the dataset. Then the method includes inputting the first candidate representation into a simulator to generate one or more first candidate metric values and evaluating whether to replace the retrieved representation with the first candidate representation based on the generated one or more first candidate metric values. This process may be iteratively implemented to optimize the generated candidate representation.

A radar system and control method thereof is disclosed. The radar system comprises a plurality of radar units, each comprising: one or more radio frequency (RF) channels configured to receive a reflected signal and then generate an analog input signal according to the reflected signal; and a processing module connected with all the RF channels and configured to sample the analog input signal to obtain a digital signal and perform the first digital signal processing on the digital signal to obtain intermediate data, wherein when the plurality of radar units work jointly, a designated radar unit performs the second digital signal processing on the plurality of intermediate data provided by the plurality of radar units, thereby obtaining result data of the radar system.

An electricity meter according to the invention comprises terminals (14A, 14B, 14C, 14D, 14E, 14F) for inlet and outlet power cables for each phase (L1, L2, L3) and terminals (15A, 15B) for neutral inlet and outlet cables. The electricity meter also comprises a voltage meter arrangement (16A, 16B, 16C), for each phase (L1, L2, L3) to measure voltage between the phase (L1, L2, L3) and neutral (N). Further, the electricity meter further comprises a switch (17A, 17B, 17C) in each phase between the terminal (14A, 14C, 14E) of the inlet cable and the terminal (14B, 14D, 14F) of the outlet cable. In addition, the electricity meter comprises second voltage meter arrangements (18A, 18B, 18C) between the phases (L1, L2, L3).

The invention relates to an electricity meter. It comprises terminals (2) for inlet and outlet power cables. The terminals comprise screws (3) for attaching the power cables. The electricity meter comprises also a terminal module (4) comprising said terminals inside. The terminal module has a front plate having holes (6) in order to insert temperature sensors near the screws.

The invention relates to an electricity meter. It comprises terminals (16) for inlet and outlet power cables. The terminals comprise screws (18) for attaching the power cables. The electricity meter also comprises a removeable cover (35) to cover the terminals. The removeable cover is arranged so that it can be sealed. The electricity meter comprises also a terminal module (15) comprising said terminals inside. The terminal module has a front plate having holes (17) in order to rotate said screws. The terminal module also comprises a moveable protection plate (20) partly inside the terminal module. The protection plate is arranged to cover the holes in a first position and arranged not to cover the holes in a second position. The protection plate is also arranged to be sealed in the first position.

A method for making calls by a user by means of company Voice over IP (VoIP) applications or fixed-mobile convergence solutions, when the user's geographical position is incompatible with the Caller Line IDentifier (CLID) that the user wishes to use. The method uses geolocation technologies for determining the user's position and compares it with other CLID information. If the user's position is incompatible with the CLID used, the method applies appropriate policies, thereby preventing improper use of the service and improving communication security and transparency.

A method, non-transitory computer readable medium, device and system intercepts a request for a webpage including a protected resource. The request is sent from a client device to a server device. One or more link tags or other mechanisms corresponding to one or more sub-resources included in the webpage are generated. The webpage is encrypted. An interstitial page is served to the client device that includes an encrypted portion that includes the encrypted webpage, an unencrypted portion that includes the link tags, and instrumentation code that collects telemetry data when executed at the client device. The telemetry data is received from the client device and a threat analysis is performed on the telemetry data. A decryption key is transmitted to the client device in response to determining that the request is allowed, based on the performed threat analysis. The decryption key allows the client device to decrypt the encrypted webpage.