Efficient Dynamic Batch Adaptation (Student Abstract)

An Efficient Algorithm for Dynamic Text Indexing (Extended Abstract)

Efficient Computation of Deterministic Extensions for Dynamic Abstract Argumentation Frameworks

ARGUMENTATION An (abstract) argumentation framework [1] (AF) is a pair 〈A,Σ〉, where A is a set of arguments and Σ ⊆ A×A is a set of attacks. – It allows representing dialogues, making decisions, and handling inconsistency; – An AF can be viewed as a direct graph, whose nodes are arguments and whose edges are attacks. SEMANTICS FOR AFS An argumentation semantics specifies the criteria for identi...

Dynamic Batch Bayesian Optimization

Bayesian optimization (BO) algorithms try to optimize an unknown function that is expensive to evaluate using minimum number of evaluations/experiments. Most of the proposed algorithms in BO are sequential, where only one experiment is selected at each iteration. This method can be time inefficient when each experiment takes a long time and more than one experiment can be ran concurrently. On t...

Energy-Efficient Wireless Cellular Communications through Network Resource Dynamic Adaptation

Cellular networks represent one of the major energy consumers of communication networks and their contribution to the global carbon footprint and energy consumption continuously and rapidly increases. Improving energy efficiency of the cellular access networks become an important requirement and has recently gained considerable attention of the research community and operators. In this paper, i...

Dynamic Coalition Adaptation for Efficient Agent-Based Virtual Power Plants

An agent-based organizational model for a smart energy system is introduced relying on a dynamic coalition formation mechanism for virtual power plants. Central to this mechanism we propose a solution concept that stems from the existent stability notions in coalitional games. The process is intended as an open-ended organizational adaptation, concerned with achieving stable configurations that...