9 papers
Cyber Dynamics I: Finite Macrostates for Behavioral Anomaly Detection in Network Telemetry
Abdul Rahman, Eranga Bandara, Sachin Shetty
Entropy-based methods have long been used for network anomaly detection, but most existing approaches treat entropy as a scalar statistic on narrow observables rather than as part…
Towards an Agent-First Web: Redesigning the Web for AI Agents
Eranga Bandara, Ross Gore, Ravi Mukkamala +18
The World Wide Web was built on an assumption held for three decades: the primary consumer of web content is a human being. This permeates every layer; its access model presumes hu…
An Agentic AI Control Plane for 6G Network Slice Orchestration, Monitoring, and Trading
Eranga Bandara, Ross Gore, Sachin Shetty +9
6G networks are expected to be AI-native, intent-driven, and economically programmable, requiring fundamentally new approaches to network slice orchestration. Existing slicing fram…
A Practical Guide to Agentic AI Transition in Organizations
Eranga Bandara, Ross Gore, Sachin Shetty +14
Agentic AI represents a significant shift in how intelligence is applied within organizations, moving beyond AI-assisted tools toward autonomous systems capable of reasoning, decis…
Towards Responsible and Explainable AI Agents with Consensus-Driven Reasoning
Eranga Bandara, Tharaka Hewa, Ross Gore +12
Agentic AI represents a major shift in how autonomous systems reason, plan, and execute multi-step tasks through the coordination of Large Language Models (LLMs), Vision Language M…
A Practical Guide for Designing, Developing, and Deploying Production-Grade Agentic AI Workflows
Eranga Bandara, Ross Gore, Peter Foytik +11
Agentic AI marks a major shift in how autonomous systems reason, plan, and execute multi-step tasks. Unlike traditional single model prompting, agentic workflows integrate multiple…