CONTAINERIZED DATA CENTER APPARATUS FOR RAPID RESPONSE OR EMERGENCY DEPLOYMENT
A rapid response containerized edge data center apparatus can be deployed to an edge location associated with an emergency event, and can comprise a form factor based on a shipping container housing. One or more electrical generators and battery arrays can generate and provide electrical power to the apparatus. Server racks within the container housing can implement local inference for machine learning (ML) or artificial intelligence (AI) applications corresponding to emergency response applications or tools. The apparatus can include a local networking node to create local networks at the edge location, and a plurality of satellite transceivers for link-bonded communications and internet backhaul to one or more satellite internet constellations. A communications hub engine can be configured to provide communications relay between devices on the local networks, and to connect the devices on the local networks to remote endpoints reachable over the bonded satellite uplink and bonded satellite downlink.
1 . A rapid response containerized edge data center apparatus for deployment to an edge location associated with an emergency or rapid response event, the apparatus comprising:
a container housing defining an enclosed interior volume, wherein the container housing comprises a shipping container having a configured length;
a power control module configured to generate and provide electrical power to the rapid response containerized edge data center apparatus, the power control module including one or more electrical generators and one or more battery arrays;
a low-latency edge compute engine comprising one or more server racks included within the enclosed interior volume of the container housing, wherein the low-latency edge compute engine utilizes computational hardware of the one or more server racks to implement local inference for one or more machine learning (ML) or artificial intelligence (AI) applications deployed to the rapid response containerized edge data center apparatus;
a local networking communications node configured to create one or more local networks at the edge location using one or more local network wireless communication modalities;
a plurality of satellite transceivers coupled to the container housing and configured for communications with one or more satellite internet constellations, wherein the apparatus includes a link bonding engine configured to create a bonded satellite uplink and a bonded satellite downlink using a plurality of individual satellite uplinks and downlinks associated with the plurality of satellite transceivers; and
a communications hub engine configured to provide communications relay between devices on the one or more local networks, and configured to connect the devices on the one or more local networks to one or more remote endpoints reachable over the bonded satellite uplink and bonded satellite downlink.
2 . The apparatus of claim 1 , wherein the communications hub engine is configured to generate and transmit emergency notification information to a plurality of connected devices on the one or more local networks at the edge location associated with the emergency or rapid response event.
3 . The apparatus of claim 2 , wherein the plurality of connected devices comprise user computing devices associated with an impacted population of the emergency or rapid response event, and user computing devices associated with emergency responders to the emergency or rapid response event.
4 . The apparatus of claim 2 , wherein the communications hub engine is configured to generate and transmit command and control information corresponding to an event response for the emergency or rapid response event.
5 . The apparatus of claim 4 , wherein the command and control information is transmitted to a subset of connected devices on the one or more local networks that are associated with emergency responders.
6 . The apparatus of claim 1 , wherein the one or more local networks include one or more of:
a private cellular network implemented using a cellular network core included within or configured by the rapid response containerized edge data center apparatus; or
a private mesh network implemented by the communications hub engine and the local networking communications node.
7 . The apparatus of claim 1 , wherein the bonded satellite uplink and the bonded satellite downlink are configured as an internet backhaul of the rapid response containerized edge data center apparatus.
8 . The apparatus of claim 1 , wherein:
a first subset of the plurality of satellite transceivers are configured for communications with a first satellite internet constellation, and a second subset of the plurality of satellite transceivers are configured for communications with a second satellite internet constellation different from the first satellite internet constellation.
9 . The apparatus of claim 8 , wherein the link bonding engine is configured to perform bonding across individual links to the first and second satellite internet constellations to thereby create the bonded satellite uplink and the bonded satellite downlink.
10 . The apparatus of claim 1 , wherein the one or more ML or AI applications comprise emergency and disaster response applications configured to perform local inference at the edge location using sensor data obtained from a combination of local sensors coupled to the container housing, remote sensors external to the container housing and connected via the one or more local networks, and deployable sensor devices deployed from the rapid response containerized edge data center apparatus.
11 . The apparatus of claim 10 , wherein the deployable sensor devices include one or more of drones, unmanned aerial vehicles (UAVs), uncrewed ground vehicles (UGVs), autonomous underwater vehicles (AUVs), unmanned surface vehicles (USVs), or embedded robotic units.
12 . The apparatus of claim 1 , wherein the low-latency edge compute engine is configured to implement one or more dashboard or visualization applications based on local edge analysis of real-time streams of the sensor data received at the local networking communications node using the one or more local networks at the edge location.
13 . The apparatus of claim 1 , wherein the one or more ML or AI applications include one or more generative AI models trained to provide local conversational assistance to emergency responders at the edge location associated with the emergency or rapid response event, wherein the local conversational assistance is based on one or more of voice-to-text or text-to-voice interfaces between the one or more generative AI models and respective communication devices of the emergency responders.
14 . The apparatus of claim 11 , wherein:
the respective communication devices of the emergency responders comprise smart glasses, extended reality (XR) headsets, mixed reality (MR) headsets, or augmented reality (AR) headsets; and
the one or more ML or AI applications further include one or more additional AI assistance models trained to provide local visual assistance based on generating and transmitting one or more visual information overlays for output on a display of the respective communication devices of the emergency responders.
15 . The apparatus of claim 1 , wherein:
the power control module is associated with a power source hub configuration that causes the rapid response containerized edge data center apparatus to power one or more externally connected electrical loads associated with the emergency or rapid response event; and
the one or more externally connected electrical loads are powered based on one or more of real-time electrical generation using the one or more electrical generators, or stored electrical energy from the one or more battery arrays.
16 . The apparatus of claim 1 , wherein the power control module further includes an energy supply interface configured to receive as input electrical grid power from electrical power infrastructure associated with the edge location, and wherein the power control module is configured to utilize the one or more electrical generators and the one or more battery arrays as backup to the input electrical grid power.
17 . The apparatus of claim 1 , wherein the one or more electrical generators include one or more of:
a combustion-powered generator external to the container housing and connected to the power control module; or
an integrated solar panel array coupled to and deployed from the container housing.
18 . The apparatus of claim 1 , wherein the one or more electrical generators include one or more external solar panel arrays external to the container housing and connected to the power control module.
19 . The apparatus of claim 1 , wherein the one or more ML or AI applications include one or more local edge ML or AI assistance models configured to perform computer vision (CV)-based processing of image data obtained from the edge location, and wherein the image data includes one or more of thermal images, three-dimensional (3D) stereo or range scans, hyperspectral images, X-ray images, or satellite images.
20 . The apparatus of claim 19 , wherein the one or more local edge ML or AI assistance models are configured to perform the CV-based processing of the image data to implement one or more of 3D structural modeling, detection or classification of objects or activities represented within the image data, navigation and path planning, or scene surveillance and monitoring.