KAFKA: The modern platform for data management and analysis in big data domain

Shree, R. Raghuram; Choudhury, Tanupriya; Gupta, Subhash Chand; Kumar, Praveen

doi:10.1109/tel-net.2017.8343593

Cited by 41 publications

(12 citation statements)

References 4 publications

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“… MuTraff data distribution middleware (DMW) is critical for decoupling the components of the framework and external integration. It is based on Apache Kafka [ 69 , 70 , 71 ] for advanced communications capabilities allowing consistent and flexible events streaming with high performance and swagger [ 72 , 73 ] as REST-API manager for micro-services exposure and integration. MuTraff traffic simulator (MTS) is a proprietary design in python to integrate with external traffic simulation engines.…”

Section: Mutraff Architecturementioning

confidence: 99%

RETRACTED: MuTraff: A Smart-City Multi-Map Traffic Routing Framework

Paricio

López-Carmona

2019

Sensors

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Urban traffic routing is deemed to be a significant challenge in intelligent transportation systems. Existing implementations suffer from several intrinsic issues such as scalability in centralized systems, unnecessary complexity of mechanisms and communication in distributed systems, and lack of privacy. These imply force intensive computational tasks in the traffic control center, continuous communication in real-time with involved stakeholders which require drivers to reveal their location, origin, and destination of their trips. In this paper we present an innovative urban traffic routing framework and reference architecture (multimap traffic control architecture, MuTraff), which is based on the strategical generation and distribution of a set of traffic network maps (traffic weighted multimaps, TWM) to vehicle categories or fleets. Each map in a TWM map set has the same topology but a different distribution of link weights, which are computed by considering policies and constraints that may apply to different vehicle groups. MuTraff delivers a traffic management system (TMS), where a traffic control center generates and distributes maps, while routing computation is performed at the vehicles. We show how this balance between generation, distribution, and routing computation improves scalability, eases communication complexities, and solves former privacy issues. Our study presents case studies in a real city environment for (a) global congestion management using random maps; (b) congestion control on road incidents; and c) emergency fleets routing. We show that MuTraff is a promising foundation framework that is easy to deploy, and is compatible with other existing TMS frameworks.

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Section: Mutraff Architecturementioning

confidence: 99%

RETRACTED: MuTraff: A Smart-City Multi-Map Traffic Routing Framework

Paricio

López-Carmona

2019

Sensors

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“…The Files of Kafka are unchangeable. A Kafka Topic is a collection of repositories ("/orders," "/user-signups") [11]. A topic has a Log which is the theme's disc info.…”

Section: Kafka Architecturementioning

confidence: 99%

Using Open Source Intelligence as a Tool for Reliable Web Searching

Kumar¹,

Verma²,

Tiwari³

2021

SN COMPUT. SCI.

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Open source intelligence (OSINT) refers to the gathering and retrieval of data and information from online servers or sources that are freely accessible or are open-source. OSINT has been prominent over decades, under one name or the other. With the advent of instant communication and rapid knowledge exchange, much actionable and informative knowledge can now be accessed from unclassified, public sources. OSINT can help to collect data from the web and use it according to a model's requirements and needs. A web search tool has been proposed here to look for similar advantages, explaining the tool's functionalities and development strategy, which aims to minimize target search time and use minimum input data for the same. In addition, to provide a different means for searching and data filtering so that only the best information is provided.

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“…Table 1 shows a similar investigation of various characteristics of the manifestations of assault for every one of the irresistible malady factors utilized in this examination. In the boundaries of temperature and stickiness, the uniform sate is utilized and in twitter, and Naver particular boundary is utilized, which infers they were put in a typical arrangement [9].…”

Section: Survey Withheld On Virulent Attackmentioning

confidence: 99%

The Vivid Genre of Novel Viral Attack Detection Through Predictive Analytics Using Model Description

Chakraborty

Toure

Mitra

et al. 2021

Data Driven Approach Towards Disruptive Technologies

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The human genus has been confronting an overflow of difficulties related with irresistible harmful maladies (e.g., MERS, Ebola, SARS, and H1N1), which execute more than 10 million individuals per year and the degree to which they can influence the friendly groupings gigantic, but none of them have been so deathly the one we are curtly facing that is Coronavirus that started around the end of the year 2019 in China. This virus went from country to Global contamination in the world unlike the other deathly virus that humanity face before. The ongoing harmful assortment of virulent cases in the city of Quhan, Hubei, China was brought about by a novel beta coronavirus, the new flare-up of 2019 novel coronavirus. In this research paper, a prescient exposure through influenced populace insightful, area insightful, information assessment and investigation, through prescient Time arrangement examination building up a mechanizing framework that will concentrate on aggregate knowledge causal displaying is encouraged, to help perceptive circumstance mindfulness in the space of irresistible infection and also analyses the progression of the virus in the health of the population using predictive modelling.

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KAFKA: The modern platform for data management and analysis in big data domain

Cited by 41 publications

References 4 publications

RETRACTED: MuTraff: A Smart-City Multi-Map Traffic Routing Framework

RETRACTED: MuTraff: A Smart-City Multi-Map Traffic Routing Framework

Using Open Source Intelligence as a Tool for Reliable Web Searching

The Vivid Genre of Novel Viral Attack Detection Through Predictive Analytics Using Model Description

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