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Albert Zomaya

2 papers indexed

arxivcs.AIcs.ET2026-07-14

Agentic Service-Oriented Computing: A Manifesto for the Next Frontier of Service-Oriented Computing

Amin Beheshti, Rong N. Chang, Boualem Benatallah, Fabio Casati, Schahram Dustdar, Geoffrey Fox, et al.

The rapid emergence of LLM-powered autonomous and semi-autonomous agents is reshaping software systems from static, request-response components into goal-directed, adaptive, and tool-using computational actors. As these agents move from isolated cognitive prototypes into complex…

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arxivcs.LGcs.AI2026-07-03

STELLA: Efficient Sensor-to-LLM Translation for On-Device Human Activity Recognition

Nirhoshan Sivaroopan, Albert Zomaya, Kanchana Thilakarathna

HAR is increasingly expected to run continuously on edge devices, yet recent LLM-based methods remain hard to deploy: raw sensor prompts are long, cloud inference adds latency and privacy risk, and fine-tuned LLM pipelines turn general-purpose models into task-specific classifier…

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