Tag: edge-to-cloud

Using swarm Intelligence to tackle the resource slack crisis at the edge

Modern edge computing faces a silent efficiency killer: resource waste. Traditional orchestration frameworks like Kubernetes often rely on conservative, rule-based scheduling where applications overestimate their CPU and RAM needs. This leads to significant “slack resources”—allocated capacity that sits idle while other tasks wait in queues. The Horizon Europe project ACES is tackling this challenge through a novel, self-organizing local decision mechanism inspired by the natural world. A multi-agent approach to…

Redefining distributed knowledge and data management

The evolution of the edge-to-cloud continuum brings transformative potential, but also significant hurdles in distributed data management. The European project ACES is addressing these challenges through a cognitive-by-design methodology, moving beyond simple data storage toward active knowledge interpretation. A core innovation in ACES is the introduction of a resource pool, which presents a significant shift from current edge definitions. By leveraging technologies like CXL and PCIe switches, the system can…