scholarly journals A Dialectic Data Integration Approach for Mixed Methods Survey Validation

2015 ◽  
Author(s):  
Nicholas Fila ◽  
Justin Hess ◽  
Senay Purzer
Keyword(s):  
Mixed Methods ◽  
Data Integration ◽  
Survey Validation ◽  
Integration Approach

Power Neighboring Interval Matching Based PMC Integration

2016 ◽  
Vol 25 (08) ◽  
pp. 1650086
Author(s):  
Yuelong Li ◽  
Jigang Wu ◽  
Yawen Chen ◽  
Jason Mair ◽  
David Eyers ◽  
...  
Keyword(s):  
Data Integration ◽  
Power Consumption ◽  
Power Dissipation ◽  
System Performance ◽  
Performance Monitoring ◽  
Power Estimation ◽  
Raw Data ◽  
Integration Approach ◽  
Common Task ◽  
The Status

Performance monitoring counters (PMCs) are of great value to monitor the status of processors and their further analysis and modeling. In this paper, we explore a novel problem called PMC integration, i.e., how to combine a group of PMCs which are collected asynchronously together. It is well known that, due to hardware constraints, the number of PMCs that can be measured concurrently is strictly limited. It means we cannot directly acquire all the phenomenon features that are related with the system performance. Clearly, this source raw data shortage is extremely frustrating to PMCs based analysis and modeling tasks, such as PMCs based power estimation. To deal with this problem, we introduce a neighboring interval power values based PMC data integration approach. Based on the activity similarity of easily collected power dissipation values, the proposed approach can automatically combine distinct categories of PMC data together and hence realize the recovery of intact raw PMC data. In addition, the significance and effectiveness of the proposed approach are experimentally verified on a common task, the PMCs based power consumption modeling.

A data integration approach for smart cities: The case of natal

2017 ◽  
Author(s):  
Arthur Souza ◽  
Jorge Pereira ◽  
Juliana Oliveira ◽  
Claudio Trindade ◽  
Everton Cavalcante ◽  
...  
Keyword(s):  
Data Integration ◽  
Smart Cities ◽  
Integration Approach

scholarly journals Framework for a Symmetric Integration Approach

Symmetry ◽  
2019 ◽  
Vol 11 (2) ◽  
pp. 224
Author(s):  
Mihaela Muntean ◽  
Claudiu Brândaş ◽  
Tanita Cîrstea
Keyword(s):  
Data Integration ◽  
Open Data ◽  
Application Integration ◽  
Cloud Environment ◽  
Integration Framework ◽  
Symmetry Approach ◽  
Integration Approach ◽  
Implementation Aspects

An Application-to-Application integration framework in the cloud environment is proposed. The methodological demarche is developed using a data symmetry approach. Implementation aspects of integration considered the Open Data Protocol (OData) service as an integrator. An important issue in the cloud environment is to integrate and ensure the quality of transferred and processed data. An efficient way of ensuring the completeness and integrity of data transferred between different applications and systems is the symmetry of data integration. With these considerations, the integration of SAP Hybris Cloud for Customer with S/4 HANA Cloud was implemented.

scholarly journals Stroke knowledge: Developing a framework for data integration in a sequential exploratory mixed method study

2020 ◽  
pp. 263208432097804
Author(s):  
Paulann Grech ◽  
Reuben Grech
Keyword(s):  
Mixed Methods ◽  
Data Integration ◽  
Mixed Method ◽  
Large Population ◽  
Mixed Methods Design ◽  
Research Problems ◽  
Problem Solvers ◽  
Stroke Knowledge ◽  
Method Approach ◽  
Research Endeavour

Mixed methods have emerged as potential problem solvers particularly where traditional mono-method approaches fail to deal with specific research problems. The integration of quantitative and qualitative data within mixed methods approaches is central and should be carefully planned and executed. It is equally important to choose an appropriate mixed methods design, that promises to answer the research questions posed at the start of the research endeavour. The authors used an exploratory sequential mixed method approach to explore stroke knowledge and educational needs in a large population. They present the development and use of a framework (matrix) to ensure comprehensive and transparent data integration in their study and may be used as a template for future studies.

Characteristics of joint displays illustrating data integration in mixed‐methods nursing studies

2019 ◽  
Vol 76 (2) ◽  
pp. 676-686 ◽  
Author(s):  
Ahtisham Younas ◽  
Maria Pedersen ◽  
Angela Durante
Keyword(s):  
Mixed Methods ◽  
Data Integration
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