5 papers
PILLAR: Private Inverted-Index Lexical Lookup for Augmented Retrieval
Truong Son Nguyen, Daniel Blackley, Ni Trieu +1
Retrieval-augmented generation (RAG) hands the user's query to whoever hosts the corpus. We propose PILLAR, a Privacy-Preserving RAG (PPRAG) system based on Private Information Ret…
Typed Federated Artifacts for the Agentic Web:Sharing Tool-Routing Knowledge Across Frozen,Heterogeneous LLM Agents
Abhijit Chakraborty, Ni Trieu, Vivek Gupta
An open, networked web will allow agents to run frozen models from multiple vendors, keep their history private, and teach each other which tool to call and when. Flat text (prompt…
Delay-Aware Robust Edge Network Hardening Under Decision-Dependent Uncertainty
Jiaming Cheng, Duong Thuy Anh Nguyen, Ni Trieu +1
Edge computing promises to offer low-latency and ubiquitous computation to numerous devices at the network edge. For delay-sensitive applications, link delays can have a direct imp…
Quantum-based Distributed Algorithms for Edge Node Placement and Workload Allocation
Duong The Do, Ni Trieu, Duong Tung Nguyen
Edge computing is a promising technology that offers a superior user experience and enables various innovative Internet of Things applications. In this paper, we present a mixed-in…
A Fairness-Aware Attacker-Defender Model for Optimal Edge Network Operation and Protection
Duong Thuy Anh Nguyen, Jiaming Cheng, Ni Trieu +1
While various aspects of edge computing (EC) have been studied extensively, the current literature has overlooked the robust edge network operations and planning problem. To this e…