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DoSP: A Deadline-Aware Dynamic Service Placement Algorithm for Workflow-Oriented IoT Applications in Fog-Cloud Computing Environments
(2022-01-01)
The next generation Internet of Things (IoT) applications are offering multiple services and run in a distributed heterogeneous environment. In such applications, Quality of Service (QoS) requirements are in jeopardy when ...
A Neural Model for Compositional Word Embeddings and Sentence Processing
(Association of Computational Linguistics, 2022-05-26)
We propose a new neural model for word embeddings, which uses Unitary Matrices as the primary device for encoding lexical information. It uses simple matrix multiplication to derive matrices for large units, yielding a ...
Explaining the decisions of anomalous sound detectors
(2022-11-03)
Deciding whether a sound is anomalous is accomplished by comparing it to a learnt distribution of inliers. Therefore, learning a distribution close to the true population of inliers is vital for anomalous sound detection ...
Leveraging label hierarchies for few-shot everyday sound recognition
(2022-11-03)
Everyday sounds cover a considerable range of sound categories in our daily life, yet for certain sound categories it is hard to collect sufficient data. Although existing works have applied few-shot learning paradigms to ...
Comparative QoE Study of VoD and Passive Gaming Videos using Cross-Correlated QoS Metrics
(2022-10-24)
In this paper, we compare the end-user Quality of Experience (QoE) of two of the most popular streaming applications: Video on Demand (VoD) applications and Passive Video Game (PVG) streaming applications. Previous studies ...
Capturing stance dynamics in social media: open challenges and research directions
(Springer Nature, 2022-04)