Aerlix Labs / EDGE / Research interest
Distributed Intelligence
Which decisions belong at the node, and which require coordination?
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
Which decisions belong at the node, and which require coordination?
Approach to investigation
Partition inference and data processing by latency, provenance and communication cost. Model selective synchronization and bounded local decisions.
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
Resource and performance claims require measurement on target hardware.
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.