A Unified Storage and Query Optimization Framework for Sensor Data

Lu, Ting; Fang, Jun; Liu, Cong

doi:10.1109/wisa.2015.13

Cited by 9 publications

(2 citation statements)

References 2 publications

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“…As a similar approach in using distributed storage, [186] uses an HDFS cluster, which does increase the scalability of handling IoT data, but does not provide guarantees of tamper-resistance. Another partially decentralized approach with similar shortcomings is to use sub-servers to enable better scalability [187], [188]. These solutions do address the bottleneck of centralized data management systems, but they do not guarantee liveness equivalent to a blockchain network, and they do not provide trustlessness in data management for the IoT.…”

Section: A Data Management Solutions For Traditional Iotmentioning

confidence: 99%

Applications of Blockchains in the Internet of Things: A Comprehensive Survey

Ali

Vecchio

Pincheira

et al. 2019

IEEE Commun. Surv. Tutorials

661

401

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The blockchain technology has revolutionized the digital currency space with the pioneering cryptocurrency platform named Bitcoin. From an abstract perspective, a blockchain is a distributed ledger capable of maintaining an immutable log of transactions happening in a network. In recent years, this technology has attracted significant scientific interest in research areas beyond the financial sector, one of them being the Internet of Things (IoT). In this context, the blockchain is seen as the missing link toward building a truly decentralized, trustless, and secure environment for the IoT and, in this survey, we aim to shape a coherent and comprehensive picture of the current state-of-the-art efforts in this direction. We start with fundamental working principles of blockchains and how blockchain-based systems achieve the characteristics of decentralization, security, and auditability. From there, we build our narrative on the challenges posed by the current centralized IoT models, followed by recent advances made both in industry and research to solve these challenges and effectively use blockchains to provide a decentralized, secure medium for the IoT.

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Section: A Data Management Solutions For Traditional Iotmentioning

confidence: 99%

Applications of Blockchains in the Internet of Things: A Comprehensive Survey

Ali

Vecchio

Pincheira

et al. 2019

IEEE Commun. Surv. Tutorials

661

401

View full text Add to dashboard Cite

show abstract

“…Radio Frequency Identification refers to distinguishing proof and following utilizing radio waves and is turning into a typical place innovation. In paper [1], [3], [5], [7], [8], [10], sensor data is used where in [2] and [6] time series data and in [4], [9] [9]where medium and low in [4], [8] and [3], [5], [10] respectively. Data analysis : We can analyze the particular product data as well as the overall data.…”

Section: Gap Analysismentioning

confidence: 99%

Large Data Management in IoT Application for Supply Chain Environment

Bhavana¹,

Parikshit²

2018

IJCA

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In numerous IoT applications, large number of sensors and data receivers sends information to server. The servers gather information that reaches huge amount in short time. In such cases, IoT application can face the challenge of real time managing and extracting client useful information from the whole data stored on server. The main challenge faced in global supply chain management (SCM) is the development of decision making models as the huge amount of data stored on server. Here the approach is designed considering the sensor data set for analyzing all factors involved, and depending upon the analyzed data prediction of the future trade scenario is done with the help of linear regression. This helps in any manufacturing company for decisions making, systematizing their products/services, managing inventories, Prices of the product and warehousing arrangement.

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A Comprehensive Study on Data Management Solutions to Internet of Things (IoT) Based Applications

Revathi¹,

Samydurai²

2019

Lecture Notes on Data Engineering and Communications Technologies

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A Unified Storage and Query Optimization Framework for Sensor Data

Cited by 9 publications

References 2 publications

Applications of Blockchains in the Internet of Things: A Comprehensive Survey

Applications of Blockchains in the Internet of Things: A Comprehensive Survey

Large Data Management in IoT Application for Supply Chain Environment

A Comprehensive Study on Data Management Solutions to Internet of Things (IoT) Based Applications

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