The Internet of Things (IoT) revolutionizes smart city domains such as healthcare, transportation, industry, and education. The Internet of Medical Things (IoMT) is gaining prominence, particularly in smart hospitals ...
详细信息
ISBN:
(数字)9798331507589
ISBN:
(纸本)9798331507596
The Internet of Things (IoT) revolutionizes smart city domains such as healthcare, transportation, industry, and education. The Internet of Medical Things (IoMT) is gaining prominence, particularly in smart hospitals and Remote Patient Monitoring (RPM). The vast volume of data generated by IoMT devices should be analyzed in real-time for health surveillance, prognosis, and prediction of diseases. Current approaches relying on Cloud computing to provide the necessary computing and storage capabilities do not scale for these latency-sensitive applications. Edge computing emerges as a solution by bringing cloud services closer to IoMT devices. This paper introduces SmartEdge, an AI-powered smart healthcare end-to-end integrated edge and cloud computing system for diabetes prediction. This work addresses latency concerns and demonstrates the efficacy of edge resources in healthcare applications within an end-to-end system. The system leverages various risk factors for diabetes prediction. We propose an Edge and Cloud-enabled framework to deploy the proposed diabetes prediction models on various configurations using edge nodes and main cloud servers. Performance metrics are evaluated using, latency, accuracy, and response time. By using ensemble machine learning voting algorithms we can improve the prediction accuracy by 5% versus a single model prediction.
Existing smart contract vulnerability identification approaches mainly focus on complete program detection. Consequently, lots of known potentially vulnerable locations need manual verification, which is energy-exhaus...
详细信息
Everyone knows that thousand of words are represented by a single image. As a result, image search has become a very popular mechanism for the web-searchers. Image search means, the search results are produced by the ...
详细信息
Everyone knows that thousand of words are represented by a single image. As a result, image search has become a very popular mechanism for the web-searchers. Image search means, the search results are produced by the search engine should be a set of images along with their web-page Unified Resource Locator (URL). Now web-searcher can perform two types of image search, they are “Text to Image” and “Image to Image” search. In “Text to Image” search, search query should be a text. Based on the input text data, system will generate a set of images along with their web-page URL as an output. On the other hand, in “Image to Image” search, search query should be an image and based on this image, system will generate a set of images along with their web-page URL as an output. According to the current scenarios, “Text to Image” search mechanism always not returns perfect result. It matches the text data and then displays the corresponding images as an output, which is not always perfect. To resolve this problem, webresearchers have introduced the “Image to Image” search mechanism. In this paper, we have also proposed an alternate approach of “Image to Image” search mechanism using Histogram.
Current paper introduces a Constraint Driven Stratificatified Model for RDF with Hypergraph-Graph (HG(2)) model of data storage which can be represented as a hybrid data structure based on Hypergraph and Graph. In gen...
详细信息
Current paper introduces a Hyper graph-Graph (HG(2)) model of data storage which can be represented as a hybrid data structure based on Hyper graph and Graph. The proposed data structure is claimed to realize complex ...
详细信息
Current paper introduces a Hyper graph-Graph (HG(2)) model of data storage which can be represented as a hybrid data structure based on Hyper graph and Graph. The proposed data structure is claimed to realize complex combinatorial structures. The formal definition of the data structure is presented along with the proper justification from real world scenarios. The paper reports some elementary concepts of Hyper graph and presents theoretical aspects of the proposed data structure including the concepts of Path, Cycle etc. The detailed analysis of weighted HG(2) is presented along with discussions on Cost involved with HG(2) paths.
Current paper discusses the methodologies involved in integrating Resource Description Framework (RDF) into a Hyper Graph - Graph (HG(2)) data structure in order to preserve the semantics of the information contained ...
详细信息
Current paper discusses the methodologies involved in integrating Resource Description Framework (RDF) into a Hyper Graph - Graph (HG(2)) data structure in order to preserve the semantics of the information contained in RDF document for dealing future cross platform information portability issues. The entire semantic web is mostly dominated by few information frameworks like RDF, Topic Map, OWL etc. Hence semantic web currently faces the problem of non existence of common information meta-model which can integrate them all for expanded semantic search. On the background of development of Hyper Graph - Graph (HG(2)) data structure, an RDF document if integrated to it, maintains the original semantics and exposes some critical semantic and object mapping lift as well which could further be exploited for semantic search and information transitional problems. The focus of the paper is to present the mapping constructs between RDF elements and Hyper Graph - Graph (HG(2)) elements.
In the coming era of semantic web linked data analysis is a very burning issue for efficient searching and retrieval of information. One way of establishing this link is to implement subject-predicate-object relations...
详细信息
In the coming era of semantic web linked data analysis is a very burning issue for efficient searching and retrieval of information. One way of establishing this link is to implement subject-predicate-object relationship through Set Theory approach which is already done in our previous work. For analyzing inter-relationship between two RDF Graphs, RDFSchema(RDFS) should also be taken care of. In the present paper, an adaptive combination rule based framework has been proposed for establishment of S-P-O (Subject-Predicate-Object)relationship and RDF Graph searching is reported. Hence the identification of criteria for inter-relationship of RDF Graphs opens up new road in semantic search.
How to design an efficient and cost effective software system is a million dollar question to every software engineer. The challenges lie in the fact that there is no such fixed rules and regulations, following which ...
详细信息
How to design an efficient and cost effective software system is a million dollar question to every software engineer. The challenges lie in the fact that there is no such fixed rules and regulations, following which ...
详细信息
How to design an efficient and cost effective software system is a million dollar question to every software engineer. The challenges lie in the fact that there is no such fixed rules and regulations, following which will produce an efficient software system. Practitioners have proposed many solutions to address this issue. In this discussion, we will try to touch base on some of the vital points which a practitioner is encouraged to adapt in order to lead a team of software engineers to produce cost effective efficient system.
An important component of any web search engine is its crawler, which is also known as robot or spider. An efficient set of crawlers make any search engine more powerful, apart from its other measures of performance, ...
详细信息
暂无评论