Using machine learning to provide reliable differentiated services for IoT in SDN-like publish/subscribe middleware

Y Shi, Y Zhang, HA Jacobsen, L Tang, G Elliott… - Sensors, 2019 - mdpi.com
At present, most publish/subscribe middlewares suppose that there are equal Quality of
Service (QoS) requirements for all users. However, in many real-world Internet of Things …

Parsing speech into articulatory events

K Hacioglu, B Pellom, W Ward - 2004 IEEE International …, 2004 - ieeexplore.ieee.org
In this paper, the states in the speech production process are defined by a number of
categorical articulatory features. We describe a detector that outputs a stream (sequence of …

Predicting breakdowns in cloud services (with SPIKE)

J Chen, J Chakraborty, P Clark, K Haverlock… - Proceedings of the …, 2019 - dl.acm.org
Maintaining web-services is a mission-critical task where any down-time means loss of
revenue and reputation (of being a reliable service provider). In the current competitive web …

State of runtime adaptation in service‐oriented systems: what, where, when, how and right

L Mutanu, G Kotonya - IET software, 2019 - Wiley Online Library
Software as a Service reflects a 'service‐oriented'approach to software development that is
based on the notion of composing applications by discovering and invoking network …

Dynamic policy‐driven quality of service in service‐oriented information management systems

JP Loyall, M Gillen, A Paulos, L Bunch… - Software: practice …, 2011 - Wiley Online Library
SUMMARY SOA middleware has emerged as a powerful and popular distributed computing
paradigm because of its high‐level abstractions for composing systems and encapsulating …

A self-learning approach for validation of runtime adaptation in service-oriented systems

L Mutanu, G Kotonya - Service Oriented Computing and Applications, 2018 - Springer
Ensuring that service-oriented systems can adapt quickly and effectively to changes in
service quality, business needs and their runtime environment is an increasingly important …

Consumer-centred validation for runtime adaptation in service-oriented system

L Mutanu, G Kotonya - 2016 IEEE 9th International Conference …, 2016 - ieeexplore.ieee.org
Ensuring that service-oriented systems can adapt quickly and effectively to changes in
service quality, business needs and their runtime environment is an increasingly important …

Analytical decisional model for latency aware publish/subscribe systems on MANET

I Lahyani, M Jmaiel, C Chassot - Journal of Systems and Software, 2016 - Elsevier
This paper proposes an analytical model for latency aware publish/subscribe systems on
mobile ad hoc networks. The proposed approach combines both proactive and reactive …

An Elastic and Scalable Topic-Based Pub/Sub System Using Deep Reinforcement Learning

T Giannakopoulos, V Kalogeraki - IFIP International Conference on …, 2022 - Springer
The ability to handle large volumes of event data and react to unexpected spikes, in real-
time, remains an important challenge in stream processing systems, such as Apache Kafka …

Supporting information on demand with the DisServicePro Proactive peer-to-peer information dissemination system

S Rota, G Benincasa, M Interlandi… - 2010-MILCOM 2010 …, 2010 - ieeexplore.ieee.org
Tactical networks are highly dynamic environments characterized by constrained resources,
limited bandwidth, and intermittent connectivity. The limits on communication cause …