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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 118
Article Submitted : 21673
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Total Authors : 22459
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| Paper Title: | Building Real-Time Data Systems at Scale: From Ingestion to Analytics |
| Authors Name: | Gayatri Tavva |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_204995
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| Published Paper Id: | IJRTI2506180 |
| Published In: | Volume 10 Issue 6, June-2025 |
| DOI: | |
| Abstract: | The world of continuously operating, low-latency data processing and analytics across diverse areas (finance, healthcare, e-commerce, IoT) is already supported by real-time data systems that have become a staple of the contemporary digital infrastructure. This review explores the end-to-end architecture and technologies that support the management of real-time data systems, data ingestion, through analytics. The focus is on principles of system design, models of processing, performance analyses, and new frameworks. Based on comparative analysis and the empirical outcomes, the review points out the existing capabilities, trade-offs in the performance, and operational limitations. The main problems of consistency, latency, scalability, and resource management are solved, and the ideas of future research are described. |
| Keywords: | Real-time data systems; streaming analytics; ingestion pipelines; distributed processing; event-driven architecture; stateful stream processing; low-latency systems; scalable analytics; data pipeline optimization; real-time infrastructure. |
| Cite Article: | "Building Real-Time Data Systems at Scale: From Ingestion to Analytics", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.10, Issue 6, page no.b667-b672, June-2025, Available :http://www.ijrti.org/papers/IJRTI2506180.pdf |
| Downloads: | 000420 |
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2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2506180
Registration ID:204995
Published In: Volume 10 Issue 6, June-2025
DOI (Digital Object Identifier):
Page No: b667-b672 Country: Chennai, Tamil Nadu, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2506180 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2506180 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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