System and method for forming an ad-hoc secure supercomputing cluster to perform parallel processing of deep neural network layers across a plurality of information handling systems in true presence of one another

A method of automatically forming and orchestrating an ad-hoc secured supercomputer from a plurality of information handling systems comprising:

• detecting, with a true presence sensor system at a first information handling system, a measurement indicating a physical proximity range of the first information handling system within a stacked plurality of secondary information handling systems that are neural processing unit (NPU) artificial intelligence (AI) edge computing boxes without display input/output (IO) capabilities;
• the wireless interface adapter to receive capacitive sensor measurements from each of the plurality of secondary information handling systems indicating sensing of encoded electrical fields from a capacitive chassis of at least one of the plurality of secondary information handling systems;
• determining that the first information handling system within the physical proximity range of the stacked plurality of secondary information handling systems is assigned as a cluster controlling anchor information handling system via a hardware processor executing machine readable code instructions of an ad-hoc secured supercomputer orchestration system;
• distributing and transmitting, via a plurality of secured sideband communication wireless links with the wireless interface adapter, deep neural network (DNN) layers for parallel processing across the plurality of secondary information handling systems to balance battery capacity, processing capacity, and thermal output across the plurality of secondary information handling systems;
• and
• receiving and aggregating, via the plurality of secured sideband communication wireless links with the wireless interface adapter, outputs of the parallel processing of the DNN layers from each of the plurality of secondary information handling systems.

A first information handling system executing machine readable code instructions of an ad-hoc secured supercomputer orchestration system comprising:

• a wireless interface adapter to determine at the first information handling systems and to receive from each of a plurality of secondary information handling systems measured locations of each of the plurality of secondary information handling systems having a plurality of distances in a line-of-sight with a detected individual user as a true presence sensor system;
• a hardware processor executing machine readable code instructions of the ad-hoc secured supercomputer orchestration system to determine a location of the individual user with respect to the first information handling system and within line-of-sight of the individual user at a distance that is less than each of the plurality of distances received from the plurality of secondary information handling systems;
• a hardware processor to execute machine readable code instructions of the ad-hoc secured supercomputer orchestration system to assign the first information handling system as a cluster controlling anchor information handling system;
• the wireless interface adapter to distribute and transmit, via a plurality of secured sideband communication wireless links, deep neural network (DNN) layers for parallel processing across the plurality of secondary information handling systems to balance battery capacity, processing capacity, and thermal output across the cluster subordinate devices;
• and
• the wireless interface adapter to receive and aggregate, via the plurality of secured sideband communication wireless links, outputs of the parallel processing of the DNN layers from each of the plurality of secondary information handling systems.