Aerlix Labs / COMPUTE / Research interest
Advanced Computing
Where does computation belong when energy and connectivity are constrained?
SYSTEM ARCHITECTURE / EDGE
Sensing → networking → compute → intelligence → human decision
Interactive model loads as you approach. The engineering scope and constraints are provided in the page text.
Research question
Where does computation belong when energy and connectivity are constrained?
Approach to investigation
Explore GPU and heterogeneous computing, HPC, parallel simulation, inference acceleration, confidential computing and hardware/software co-design.
Begin with a reproducible model and define the evidence that would challenge the hypothesis. Compare alternatives under both nominal and degraded conditions. Preserve assumptions, versioned inputs and observed failures.
Maturity & boundaries
Research scope; benchmark results depend on an identified workload and hardware configuration.
Potential collaboration can establish a scoped experiment, evaluation criteria and an integration decision. No completion date, funding source or deployment status is implied.
Define the mission
Bring the hard problem.
Start with the operating environment, the constraints and the decision your system needs to support.