Abstract: A method can include receiving real-time, time series data from equipment at a wellsite that includes a wellbore in contact with a fluid reservoir; processing the time series data as input to a trained machine learning model to predict a future solids event related to influx of solids into the wellbore from the fluid reservoir; and outputting a time of the future solids event.

Abstract: An access profile includes configuration characteristics that are defined using device and operating system agnostic attributes. Thus, the access profiles are not necessarily dependent or otherwise tied to any particular vendor or network OS. When a system administrator configures one or more service access points, the system administrator need only specify the vendor and network OS agnostic characteristics that are to be associated with the service access point. A configuration generator can generate vendor specific and/or network specific configuration commands and data from the vendor and network OS agnostic access profile attributes. The generated configuration commands and data can be provided to a network device hosting the service access point using a vendor specific and/or network OS specific configuration application program interface.

Abstract: An access profile includes configuration characteristics that are defined using device and operating system agnostic attributes. Thus, the access profiles are not necessarily dependent or otherwise tied to any particular vendor or network OS. When a system administrator configures one or more service access points, the system administrator need only specify the vendor and network OS agnostic characteristics that are to be associated with the service access point. A configuration generator can generate vendor specific and/or network specific configuration commands and data from the vendor and network OS agnostic access profile attributes. The generated configuration commands and data can be provided to a network device hosting the service access point using a vendor specific and/or network OS specific configuration application program interface.

Abstract: An access profile includes configuration characteristics that are defined using device and operating system agnostic attributes. Thus, the access profiles are not necessarily dependent or otherwise tied to any particular vendor or network OS. When a system administrator configures one or more service access points, the system administrator need only specify the vendor and network OS agnostic characteristics that are to be associated with the service access point. A configuration generator can generate vendor specific and/or network specific configuration commands and data from the vendor and network OS agnostic access profile attributes. The generated configuration commands and data can be provided to a network device hosting the service access point using a vendor specific and/or network OS specific configuration application program interface.