Proposals on “Adversarial Network Tomography” and “Cascade Modeling, Prevention, and Recovery” are funded by NSF

The first is about a new application domain of network tomography where there might be malicious nodes that can manipulate measurements to mislead network tomography. The second is a joint proposal with Dr. Nilanjan Chaudhuri and Dr. Tom La Porta to study mechanisms of failure cascading in interdependent power-communication networks, as well mechanisms to prevent […]

Paper on mechanism design accepted to AI^3 workshop

Our paper titled “Online Mechanism Design using Reinforcement Learning for Cloud Resource Allocation” is accepted to the AAMAS-IJCAI Workshop on Agents and Incentives in Artificial Intelligence (AI^3) 2018. This is a cross-border, cross-project work with Prof. Sebastian Stein at University of Southampton that is funded by the DAIS-ITA program. The paper talks about how to […]

Edge caching paper accepted to JSAC

Our paper “Proactive Retention-aware Caching with Multi-path Routing for Wireless Edge Networks” is accepted to the JSAC special issue on Caching for Communication Systems and Networks. This is the journal version of our MobiHoc’17 paper “Hold’em Caching: Proactive Retention-Aware Caching with Multi-path Routing for Wireless Edge Networks“. It addresses an interesting fact that storage medium […]

SPRS paper accepted to ICDCS’18

Our work on “It’s Hard to Share: Joint Service Placement and Request Scheduling in Edge Clouds with Sharable and Non-sharable Resources” was accepted to IEEE ICDCS 2018. This belongs to our continuous line of works on Mobile Edge Computing, from an optimization perspective. The key observation is that sharing resources across services, although improving system […]

Proposal on Mobile Edge Computing (MEC) funded by International Technology Alliance (ITA)

Our white paper titled “Distributed Analytics in Dynamic Coalition Environment: Placement, Scheduling, and Validation” was selected for funding in BPP18 (January 2018-January 2020) of the International Technology Alliance (ITA) program funded by US Army Research Laboratory (ARL) and UK Ministry of Defense (MoD). Btw, this was the highest-rated white paper in TA1 (technical area 1), […]

Two papers accepted to INFOCOM’18

Both on the hot topic of “edge computing” and highly related to the DAIS ITA problem we will start working on in January 2018: “When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning”: analysis-based optimization of model training on distributed dataset “Service Entity Placement for Social Virtual Reality Applications on Edge Computing”: the […]

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