Scalable framework for monitoring machine-to-machine (M2M) devices

A device, comprising:

• one or more processors, at least partially implemented in hardware, to:
• receive information associated with a first set of machine-to-machine (M2M) devices connected to a host server device via a network,
• the device being different from the host server device, and
• the information associated with the first set of M2M devices including one or more of:
• device information associated with components of the first set of M2M devices, or
• application information generated by the first set of M2M devices;
• determine normal behavior patterns, associated with the first set of M2M devices, over time;
• perform a first analysis of the information associated with the first set of M2M devices via one or more analytics techniques,
• the first analysis, of the information associated with the first set of M2M devices, including:
• a comparison of the information associated with the first set of M2M devices and the normal behavior patterns, and
• anomaly detection to identify one or more of an item, an event, or an observation that does not conform to the normal behavior patterns based on the comparison, and
• the first analysis, of the information associated with the first set of M2M devices, being performed in at least one of:
• near real time,
• real time, or
• batch time;
• generate analysis information based on the first analysis of the information associated with the first set of M2M devices,
• the analysis information including a comparison of the first analysis, of the information associated with the first set of M2M devices, and a second analysis of information associated with a second set of M2M devices,
• the first set of M2M devices being different from the second set of M2M devices;
• generate a dashboard user interface that includes the analysis information and anomaly information;
• store the analysis information;
• and
• provide, for display, the dashboard user interface to the host server device.

A computer-readable medium for storing instructions, the instructions comprising:

• one or more instructions that, when executed by one or more processors of a device, cause the one or more processors to:
• receive information associated with a first set of machine-to-machine (M2M) devices connected to a host server device via a network,
• the device being different from the host server device, and
• the information associated with the first set of M2M devices including one or more of:
• device information associated with hardware components of the first set of M2M devices, or
• application information generated by the first set of M2M devices;
• determine one or more normal behavior patterns, associated with the first set of M2M devices, over time;
• perform a first analysis of the information associated with the first set of M2M devices via one or more analytics techniques,
• the first analysis, of the information associated with the first set of M2M devices, including:
• a comparison of the information associated with the first set of M2M devices and the one or more normal behavior patterns, and
• anomaly detection to identify one or more of an item, an event, or an observation that does not conform to the one or more normal behavior patterns based on the comparison, and
• the first analysis, of the information associated with the first set of M2M devices, being performed in at least one of:
• near real time,
• real time, or
• batch time;
• generate analysis information based on the first analysis of the information associated with the first set of M2M devices,
• the analysis information including a comparison of the first analysis, of the information associated with the first set of M2M devices, and a second analysis of information associated with a second set of M2M devices,
• the first set of M2M devices being different from the second set of M2M devices;
• generate a dashboard user interface that includes the analysis information and anomaly information;
• and
• provide, for display, the dashboard user interface to the host server device.