MICRO SERVICE-BASED MIDDLEWARE ARCHITECTURE FOR REAL-TIME DATA PROCESSING IN IOT ENVIRONMENT

Registration ID: IJNRD_302758

Published ID: IJNRD2302305

: http://doi.one/10.1729/Journal.42665

About Hard Copy and Transparent Peer Review Report

Naveen Kodakandla

Internet of things (IOT), real-time data processing, micro service architecture, middleware framework, scalability, fault tolerance, low-latency processing.

Abstract: : That explosion of the Internet of Things (IoT) has made incomparable demands on real-time data processing, providing a new impetus for dynamic and resource-hungry applications. This means that a classical monolithic middleware architecture is usually inadequate in meeting severe requirements in scaling, fault tolerance, and low-latency data handling. This research proposes a micro service-based middleware architecture designed specifically for real-time data processing in IoT ecosystems. It can be said that the architecture is based on modular micro services so that independent deployment and scaling of system components are allowed, event-driven communication can be established to promote efficient data flow, and dynamic resource controlling by means of container orchestration tools like Kubernetes can be made possible. An ingestion layer for data that is interfaced with IoT devices, a facility for processing distributed data across which analytical processing is executed with minimal latency, and the application-programming interface (API) gateway through which applications can be interconnected with one another are now presented as essential components of a complete architecture. With the middleware framework on real-time processing engines Apache Kafka and Flink, the above system can process high-capacity data streams with very minimum latency. In terms of performance evaluation, simulated and real-world IoT application scenarios have shown significant margins against conventional architecture in the areas of latency, throughput, and scalability. It could ingest and process even 50,000 events in a second, averaging latency of less than 150 ms. Fault tolerance testing, on the other hand, demonstrated fast service recovery from failure with no data loss. The argument built was further consolidated by use cases in the domains of smart cities, health care, and industrial IoT that resist the practical challenges and adaptability of the framework. The present micro service-based middleware approach for real-time IoT data processing is robust, scalable, and cost-effective, capable of meeting the growing demands of real-time processing in the increasingly diverse and heterogeneous IoT ecosystems. This research will thus contribute to the progress of IoT middleware technologies and provide a basis for future studies toward integration with AI-driven analytics and security mechanisms enhancement.

Published Paper   E-Certificate

Naveen Kodakandla (February-2023). MICRO SERVICE-BASED MIDDLEWARE ARCHITECTURE FOR REAL-TIME DATA PROCESSING IN IOT ENVIRONMENT. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 8(2), d38-d48. http://doi.one/10.1729/Journal.42665

Volume 8 Issue 2, February-2023

Pages : d38-d48

Paper Reg. ID: IJNRD_302758

Published Paper Id: IJNRD2302305

Research Area: Science and Technology

Author Type: Foreign Author

Country: Aldie, VA, United States

Published Paper PDF: https://ijnrd.org/papers/IJNRD2302305.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2302305

Crossref DOI: http://doi.one/10.1729/Journal.42665

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

UGC CARE JOURNAL PUBLICATION | ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International UGC CARE JOURNAL PUBLICATION, Low Cost, Scholarly Open Access, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave | IJNRD.ORG | IJNRD.COM | IJPUB.ORG

© 2026 - Authors hold the copyright of this article. This work is licensed under a Creative Commons Attribution 4.0 International License. and The Open Definition. This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (CC BY 4.0). 🛡️ Disclaimer: The content, data, and findings in this article are based on the authors’ research and have been peer-reviewed for academic purposes only. Readers are advised to verify all information before practical or commercial use. The journal and its editorial board are not liable for any errors, losses, or consequences arising from its use.

Call For Paper - Volume 11 | Issue 7 | July 2026

IJNRD is a Scholarly Open Access, Peer-Reviewed, Refereed, and UGC CARE Journal Publication with a High Impact Factor of 8.76 (calculated by Google Scholar & Semantic Scholar | AI-Powered Research Tool). It is a Multidisciplinary, Monthly, Low-Cost, and Transparent Peer Review Journal Publication that adheres to the New UGC CARE Transparent Peer-Reviewed Journal Policy and aligns with Scopus Journal Publication standards to ensure the highest level of research quality and credibility.

IJNRD offers comprehensive Journal Publication Services including indexing in all major databases and metadata repositories, Digital Object Identifier (Crossref DOI) assignment for each published article with additional fees, citation generation tools, and full Open Access visibility to enhance global research reach and citation impact.

The INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to advance applied, theoretical, and experimental research across diverse academic and professional fields. The journal promotes global knowledge exchange among researchers, developers, academicians, engineers, and practitioners, serving as a trusted platform for innovative, peer-reviewed journal publication and scientific collaboration.

Indexing Coverage: Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar (AI-Powered Research Tool), Microsoft Academic, Academia.edu, arXiv.org, ResearchGate, CiteSeerX, ResearcherID (Thomson Reuters), Mendeley, DocStoc, ISSUU, Scribd, and many other recognized academic repositories.

Transparent Peer Review Journal Publication: IJNRD operates a strict double-blind peer review system managed by 3000+ expert reviewers, ensuring ethical, unbiased, and high-quality review for every research paper.

For Indian Authors : Get a transparent peer review report from Scholar9.com for just ₹1000. View Sample Report

For Foreign Authors : A detailed peer review report is available through Scholar9.com for $20 USD. View Sample Report

Transparent Peer Review Journal Publication

⭐ Transparent Peer Review | 🕵️‍♂️ Double-Blind | 👨‍🏫 3000+ Expert Reviewers | 🇮🇳 Report for India Author ₹1000 | 🌐 Report for Foreign Author $20 | 📄 Sample Reports on Scholar9.com | 🌍 High Credibility | ⚖️ Ethical & Unbiased Evaluation

How to submit the paper?

By Our website

Click Here to Submit Paper Online

By Mail

Send your paper to editor@ijnrd.org

Recently, the UGC discontinued the UGC-CARE Journal List and introduced new parameters that allow publication in Transparent Peer-Reviewed (Refereed) Journals. IJNRD is Transparent Peer Review Journal Valid As per New UGC Notification.

You can now publish your research paper in IJNRD.ORG. IJNRD is a Transparent Peer-Reviewed Open Access (Refereed Journal), UGC and UGC CARE Approved, Crossref DOI, Multidisciplinary, Impact Factor calculate by Google Scholar. As an International, open-access, and online journal, Publishing with us ensures wider reach, academic credibility, and enhanced recognition for your work.

For more details, refer to the official notice: UGC Public Notice

⭐ Low Cost ₹1570 | 📚 UGC CARE Approved | 🔍 Peer-Reviewed | 🌐 Open Access | 🔗 Crossref DOI & Global Indexing | 📊 Google Scholar Impact Factor | 🧪 Multidisciplinary

Submit Paper Online  Call for Paper  About IJNRD UGC CARE Approval

Important Dates for Current issue

Paper Submission Open For: July 2026

Current Issue: Volume 11 | Issue 7 | July 2026

Impact Factor: 8.76

Last Date for Paper Submission: Till 31-Jul-2026

Notification of Review Result: Transparent peer review process - your paper is evaluated by experts, and you receive acceptance or rejection updates via email and SMS.

Publication of Paper: Once all documents are submitted, your paper is published without delay, and you can instantly download your certificate and confirmation letter online.

Frequency: Monthly (12 issue Annually).

Journal Type: IJNRD is an international open-access journal offering Low Cost Journal Publication, transparent Peer Review Journal Publication, Crossref DOI, and multidisciplinary research visibility under UGC CARE Approved Journal Publication.

Subject Category: Research Area

Approval, Licenses and Indexing: More Details

Call For Paper - Volume 11 | Issue 7 | July 2026

IJNRD.org offers low-cost journal publication starting at ₹1570 with UGC CARE Approved, refereed, peer-reviewed, open-access publishing. This multidisciplinary monthly journal, available in both online and print formats, features a strong Google Scholar-based impact factor of 8.76, Transparent Peer Review, CrossRef DOI, global indexing, fast publication, and complete metadata for maximum research visibility and citation impact across multidisciplinary domains.

Volume 11 | Issue 7 | July 2026 | IJNRD Transparent Peer Review Certificate | Submit Paper Online till 31-Jul-2026

⭐ UGC CARE Approved Refereed Journal | 🔍 Transparent Peer Review | 🌐 Open Access Publishing | 💰 Low-Cost ₹1570 | 🔗 CrossRef DOI & Global Indexing | 📊 Google Scholar Impact Factor 8.76 | 🧪 Multidisciplinary | Online & Print

Submit Paper Online