Message-oriented Middleware & Artificial Intelligence

Notes:

Message-oriented middleware (MOM) is a type of software that enables the exchange of messages between different computer systems or applications. MOM enables the transfer of data between systems in a reliable, asynchronous manner, allowing systems to communicate with each other without requiring direct, real-time connections.

MOM is often used in distributed systems, where different components or applications need to communicate with each other, but may not be co-located or may operate at different times. It is also used in situations where it is important to ensure the reliability and integrity of data transfer, such as in financial or healthcare systems.

In the context of artificial intelligence (AI), MOM can be used to enable the exchange of data and messages between different AI systems or components. For example, MOM might be used to facilitate communication between an AI system and a database, or between an AI system and a user interface. MOM can also be used to enable the integration of AI systems with other types of software or hardware, such as sensors or actuators.

Resources:

stomp.github.com .. a very simple and easy to implement protocol
turbogears.org .. create a database-driven, ready-to-extend application in minutes

Wikipedia:

See also:

Integration Meta Guide

Edge Intelligence
S Dustdar – iotbds.org
… congestion Edge Intelligence: The Confluence of Edge Computing and Artificial Intelligence, IEEE IoT Journal 2020, forthcoming Page 26. AI for Edge … Edge Intelligence: The Confluence of Edge Computing and Artificial Intelligence, IEEE IoT Journal 2020, forthcoming Page 27 …

Monitoring of residential drinking water service consumption using Human Machine Interaction (HCI) techniques
D Chilcanan, C Cuzco, A Uyaguari – … Advances in Artificial Intelligence, 2019 – dl.acm.org
… Artificial Intelligence (AI) manipulates information that is much more symbolic than numerical … communicating not only People to Machine but also Machine to Machine (M2M), through the appropriate use of energy resources, through message-oriented middleware for intelligent …

A RESTful middleware for AI controlled sensors, actuators and smart devices
N Dipsis, K Stathis – Journal of Ambient Intelligence and Humanized …, 2019 – Springer
… Keywords Internet of things · Sensor networks · Smart devices · Artificial intelligence · Middleware · RESTful API … message-oriented middleware with a centralized broker and XML based messaging that was enabled by adaptors that were running on the various communicating …

Impact of Robotic Process Automation on Enterprise Architectures
G Auth, C Czarnecki, F Bensberg – … 2019: 50 Jahre Gesellschaft für Informatik …, 2019 – dl.gi.de
… In addition, RPA solutions may also stimulate the substitution of traditional middleware components (eg, message oriented middleware or object request broker), such … Combining RPA with artificial intelligence would allow a continuous and automated adaptation of processes …

New Financial Architecture: Future Oriented and Dynamic
KA Delic, D Lahaix – researchgate.net
… In the enterprise integration space, message brokers are the most common enterprise integration tools with message- oriented middleware (MOM) style … with core technologies of data mining and business intelligence both originating in esoteric artificial intelligence research but …

Edge intelligence: The convergence of humans, things, and ai
T Rausch, S Dustdar – 2019 IEEE International Conference on …, 2019 – ieeexplore.ieee.org
… Novel messaging systems, such as osmotic message-oriented middleware [29], can help facilitate transparent access to this geographically dispersed network of sensors and actuators, even under highly dynamic node behavior …

An HL7-Based Middleware for Exchanging Data and Enabling Interoperability in Healthcare Applications
CAC Bezerra, AMC de Araújo, VC Times – 17th International Conference …, 2020 – Springer
… Essential elements for a message-oriented middleware are: clients, messaging services and the provider that includes an application … In: Proceeding of 13th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed …

uAIS: An Experience of Increasing Performance of NLP Information Extraction Tasks from Legal Documents in an Electronic Document Management System.
M Ruiz, C Román, ÁL Garrido, E Mena – ICEIS (1), 2020 – academia.edu
… The use of a Message Oriented Middleware (MOM) has been chosen, a type of architecture that offers the following functionalities … an OCR (Optical Character Recognition), and its output is the relevant information automatically ex- tracted using artificial intelligence techniques …

Systematic mapping study on osmotic computing
D Andro?ec – Central European Conference on Information and …, 2019 – archive.ceciis.foi.hr
… P15 (Rausch, Dustdar, & Ranjan, 2018) Osmotic Message-Oriented Middleware for the Internet of Things … how distributed osmotic computing and existing low-cost hardware may be utilized to solve complex, compute-intensive Explainable Artificial Intelligence (XAI) deep …

JARVIS, A Hardware/Software Framework for Resilient Industry 4.0 Systems
J Parri, F Patara, S Sampietro, E Vicario – International Workshop on …, 2019 – Springer
… The IoT broker component, which acts as an asynchronous Message Oriented Middleware [3] based on the Publish-Subscribe EIP [13 … enabling descriptive, predictive, and prescriptive analysis (eg failure prediction and diagnoses), through artificial intelligence, machine learning …

A Monitoring Framework for Multi-Site 5G Platforms
R Perez, J Garcia-Reinoso, A Zabala, P Serrano… – it.uc3m.es
… To support this, apart from novel technolo- gies such as network slicing or artificial intelligence, 5G will require a … to the different components subscribed, providing a higher maximum sustainable throughput than other broker-based message-oriented middleware technologies [7 …

Implementation of Industrial Internet of Things and Cyber-Physical Systems in SMEs for Distributed and Service-Oriented Control
RA Rojas, MAR Garcia – Industry 4.0 for SMEs, 2020 – library.oapen.org
… MAS were proposed in the field of artificial intelligence (AI) to char- acterize such distributed computing systems … Publish-subscribe is a sibling of the message queue paradigm, and is typically one part of a larger message-oriented middleware sys- tem …

Project Paper: JARVIS, an hardware/software framework for resilient Industry 4.0 systems
J Parri, F Patara, S Sampietro, E Vicario – stlab.dinfo.unifi.it
… SISMIC SISTEMI, JAEWA, and BEENOMIO, with the scientific support of the labs of Software Technologies, Artificial Intelligence, and Global … The IoT broker component, which acts as an asynchronous Message Oriented Middleware [3] based on the Publish- Subscribe EIP [12 …

Multi-sensor and closed-loop control of component and assembly processes for zero-defect manufacturing of photonics
E Beckert, N Kyriakoulis, J Milenkovic… – Smart Photonic and …, 2020 – spiedigitallibrary.org
… 2019 [22] Carlos André Guimarães Ferraz, “A message-oriented middleware for sensor networks”, Conference: Proceedings of the 2nd Workshop on Middleware for Pervasive and Ad-hoc … In Proceedings of the 28th International Joint Conference on Artificial Intelligence (pp …

Implementation and Testing of a Modular System Architecture for Generic Hybrid Production Cells in an Industrial Environment
P Pahlevannejad, A Herget, R Moreno… – IECON 2019-45th …, 2019 – ieeexplore.ieee.org
… There is also an Artificial Intelligence system connected to the Manufacturing Execution System (MES) that allows the user real-time … In HyProCell the open source software Apache Camel as the message- oriented middleware solution for the integration layer was used, because …

Architectural Survey on Internet-of-Things
M Bharti, R Kumar, S Saxena – 2019 Fifth International …, 2019 – ieeexplore.ieee.org
… Objects, Radio Frequency Identification (RFID), Near Field Communication (NFC), Cloud Computing and Artificial Intelligence (AI)[20] … ii) infrastructures (bind services and service consumers via agreed –upon models, web services, message-oriented middleware like Enterprise …

Architecture for the interconnection of prototypical medical instrument via cloud services
DF Carvalho, P Bellagente, A Depari… – 2019 IEEE …, 2019 – ieeexplore.ieee.org
… is proposed in order to avoid misdiagnosis: diagnostic instrument send data to a message oriented middleware, thus allowing … costs, while managing the increasing complexity of medical instruments, requires automated systems with artificial intelligence techniques originated …

Machine Learning for Predictive Diagnostics at the Edge: an IIoT Practical Example
P Bellavista, R Della Penna, L Foschini… – ICC 2020-2020 IEEE …, 2020 – ieeexplore.ieee.org
… In particular, our architecture supports data analytics and Artificial Intelligence (AI) techniques, in particular decentralized and distributed hybrid twins … The use of message-oriented middleware (MOM) is mandatory to decouple readers and writers, making our general architecture …

An Edge Centric Middleware for City Surveillance Platform (CityPro)
M Hakim, I Tawbe, M Dbouk – 2019 – ceur-ws.org
… That’s why models are built and run to simulate real-world scenarios using machine learning and artificial intelligence … D. Message Broker A Message Oriented Middleware (MOM) is responsible for sending and receiving data encapsulated in messages between different …

Decentralized Programming for the Internet of Things
P Singh – emas2020.in.tu-clausthal.de
… pp. 475–481. International Joint Confer- ences on Artificial Intelligence Organization, Stockholm, Sweden (7 2018) … IEEE Computer 36(10), 46–52 (Oct 2003) [10] Rausch, T., Dustdar, S., Ranjan, R.: Osmotic message-oriented middleware for the internet of things …

A software architecture for an autonomous racecar
J Betz, A Wischnewski, A Heilmeier… – 2019 IEEE 89th …, 2019 – ieeexplore.ieee.org
… UC Berkeley [14] researches in the development of algorithms based on artificial intelligence for the detection of vehicles from videos … This is a high- performance asynchronous messaging library providing a message queue, but unlike message-oriented middleware it can run …

WoT-Enabled Smart Cities
A Jain, R Rani – Smart Innovation of Web of Things, 2020 – books.google.com
… The artificial intelligence, R programming, Python and machine language are capable of helping the network to process the information received from the connected gadgets … Cloud pub/sub: This is an enterprise message-oriented middleware that provides low-latency …

The role of Internet of Things in delivering smart construction
AQ Gbadamosi, L Oyedele, AM Mahamadu… – 2020 – uwe-repository.worktribe.com
… using more data for decision making in design phases through improved organisational learning, active client’s involvement and artificial intelligence (Bilal et … 33. Lilis, G. and Kayal, M. (2018) A secure and distributed message oriented middleware for smart building applications …

An approach for the secure management of hybrid cloud–edge environments
A Celesti, M Fazio, A Galletta, L Carnevale… – Future Generation …, 2019 – Elsevier
… In current Cloud environments, a Message Oriented Middleware (MOM) based on an Instant Message Protocol (IMP) provides good performance, but overlook security requirements. In this paper, we aim at overcoming such a gap following the CSA guidelines …

A study on Modern Messaging Systems-Kafka, RabbitMQ and NATS Streaming.
T Sharvari, Sowmya Nag K – CoRR, 2019 – arxiv.org
… OVERVIEW Modern messaging systems are built on message oriented middleware (MOM)[4] architecture that utilizes both the above mentioned paradigms … Artificial intelligence which has taken the world by storm, involves a huge amount of data processing, which can only be …

The Microservice Architecture of Airline’s Group-CRM Based on UML
H Yang, X Dong, T Wang, A Xiao – 2020 3rd International …, 2020 – ieeexplore.ieee.org
… In interaction with unified message push service, instant message pushed were defined as message-oriented middleware, Rabbit MQ, which … System in Forest Tourism Service Enterprises,” Proceedings of 2019 3rd International Conference on Artificial intelligence,Systems,and …

A Systematic Mapping Study of Utility-Driven Models and Mechanisms for Interclouds or Federations
I Odun-Ayo, V Geteloma, A Falade… – Journal of Physics …, 2019 – iopscience.iop.org
… Cloud applications management- Issues and developments. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (LNCS), 10963, 683-694, Berlin, Germany: Springer …

R3E–An Approach to Robustness, Reliability, Resilience and Elasticity Engineering for End-to-End Machine Learning Systems
HL Truong – researchgate.net
… 21– 26. [2] V. Sehwag, AN Bhagoji, L. Song, C. Sitawarin, D. Cullina, M. Chi- ang, and P. Mittal, “Analyzing the robustness of open-world machine learning,” in Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security, ser. AISec19 …

Intelligence at the Edge: Using SAS with the Internet of Things
M Harvey – 2020 – books.google.com
… Models Page 5. Conclusion References About the Contributors Chapter 6: Artificial Intelligence and the Internet of Things Introduction What Do We Mean by Artificial Intelligence? How Does AI Interact with the Internet of Things …

Online photovoltaic fault detection method based on data stream clustering
Y Cai, P Lin, Y Lin, Q Zheng, S Cheng, Z Chen, L Wu – E&ES, 2020 – iopscience.iop.org
… Generally, this method aims to apply artificial intelligence algorithm to process the electrical and environmental dataset detected by the sensors in PV array … It is designed for message-oriented middleware and it is independent from language and development platform [14] …

Control architecture for embedding reinforcement learning frameworks on industrial control hardware
A Schmidt, F Schellroth, O Riedel – Proceedings of the 3rd International …, 2020 – dl.acm.org
… The communication between the Learning Framework and the Agent Exchange Module is realized by a message-oriented middleware (MOM) … 1996. Rein- forcement learning: A survey. Journal of artificial intelligence research 4 (1996), 237–285 …

A novel deep learning approach for semantic interoperability between heterogeneous multi-agent systems
NEA Amrani, OEK Abra, M Youssfi… – … & Applied Science …, 2019 – pdfs.semanticscholar.org
… To ensure technological interoperability, we chose to use a Message Oriented Middleware (MOM) that relies on the AMQP protocol, such as … Spain, March 4-7, 2008 [15] N. Vlassis, A Concise Introduction to Multiagent Systems and Distributed Artificial Intelligence, Morgan & …

Cyber threat intelligence sharing: Survey and research directions
TD Wagner, K Mahbub, E Palomar, AE Abdallah – Computers & Security, 2019 – Elsevier
JavaScript is disabled on your browser. Please enable JavaScript to use all the features on this page. Skip to main content Skip to article …

Survey on Advanced Equipment Fault Diagnosis and Warning Based on Big Data Technique
M Wang, Z Zhang, K Li, C Si, L Li – Journal of Physics …, 2020 – iopscience.iop.org
… remote equipment distributed in different regions, and make diagnostic analysis by experts in different regions or artificial intelligence experts … In addition to more intelligent and precise algorithms, cloud message-oriented middleware technology can be used to improve the big …

A Workflow Interoperability Approach Based on Blockchain
Y Fang, X Tang, M Pan, Y Yu – International Conference on Internet of …, 2019 – Springer
… However, to solve the transparency problem of WESs, different organizations need to use the same Message-oriented middleware for communication, which was unrealistic [7] … Omohundro, S.: Cryptocurrencies, smart contracts, and artificial intelligence …

Grant agreement no. 780785 Project acronym OFERA (micro-ROS) Project full title Open Framework for Embedded Robot Applications Deliverable number D6 …
JB Ortega, BO Gamarra – 2019 – ofera.eu
… flexibility is through the use of message-oriented middleware, being the publish-subscribe pattern the most common pattern in this kind of … In case of repetitive mission under well-known condition, the Flight Operator could be replaced by an artificial intelligence system …

An Overview of Industry 4.0 Development Directions in the Industrial Internet of Things Context
A Nicolae, A Korodi, I Silea – Rom. J. Inf. Sci. Tech, 2019 – romjist.ro
… module of the collected data which can detect possible machine failures early with the help of artificial intelligence, a defect … Transport (MQTT) as a message-oriented protocol and Advanced Message Queuing Protocol (AMQP) as a protocol for message-oriented middleware …

Efficient Method for Data Synchronization in Mobile Database
N Singh, M Hasan – 2019 IEEE Conference on Information and …, 2019 – ieeexplore.ieee.org
… 2. 187-192. [19] Lu, ZY, & Guo, ZB (2015, July). A method of data synchronization based on message oriented middleware and xml in distributed heterogeneous environments. In 2015 International Conference on Artificial Intelligence and Industrial Engineering. Atlantis Press …

An Evolution of Innovations Protocols and Recent Technology in Industrial IoT
V Saranya, MJCM Belinda… – Internet of Things for …, 2020 – Springer
… It creates a cutting-edge technology in additive manufacturing, robotics, artificial intelligence and other cognitive technologies, advanced … which is an open standard that uses binary application layer protocol designed for message-oriented middleware for communicating …

Digital Energy Ecosystems
N Bakhtadze, B Pavlov, V Pyatetsky, A Suleykin – IFAC-PapersOnLine, 2019 – Elsevier
… Smart Contracts Real System Real-time measurements (RTM) Message Oriented Middleware (MoM) Data streams from sensors … Systems using artificial intelligence, which were based on the cybernetic “black box” approach in relation to the management of complex …