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Big data storage technologies: a survey Review

Aisha SIDDIQA, Ahmad KARIM, Abdullah GANI

Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 8,   Pages 1040-1070 doi: 10.1631/FITEE.1500441

Abstract: There is a great thrust in industry toward the development of more feasible and viable tools for storing fast-growing volume, velocity, and diversity of data, termed ‘big data’. The structural shift of the storage mechanism from traditional data management systems to NoSQL technology is due to the intention of fulfilling big data storage requirements. However, the available big data storage technologies are inefficient to provide consistent, scalable, and available solutions for continuously growing heterogeneous data. Storage is the preliminary process of big data analytics for real-world applications such as scientific experiments, healthcare, social networks, and e-business. So far, Amazon, Google, and Apache are some of the industry standards in providing big data storage solutions, yet the literature does not report an in-depth survey of storage technologies available for big data, investigating the performance and magnitude gains of these technologies. The primary objective of this paper is to conduct a comprehensive investigation of state-of-the-art storage technologies available for big data. A well-defined taxonomy of big data storage technologies is presented to assist data analysts and researchers in understanding and selecting a storage mechanism that better fits their needs. To evaluate the performance of different storage architectures, we compare and analyze the existing approaches using Brewer’s CAP theorem. The significance and applications of storage technologies and support to other categories are discussed. Several future research challenges are highlighted with the intention to expedite the deployment of a reliable and scalable storage system.

Keywords： Big data     Big data storage     NoSQL databases     Distributed databases     CAP theorem     Scalability     Consistency-- partition resilience     Availability-partition resilience    

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Pyrene partition behavior to the NOM: Effect of NOM characteristics and its modification by ozone preoxidation

Jin GUO, Jun MA

Frontiers of Environmental Science & Engineering 2009, Volume 3, Issue 1,   Pages 56-61 doi: 10.1007/s11783-009-0003-x

Abstract: as the test compounds to investigate the impact of physicochemical characteristics of NOM on HOCs’ partitioneffects of solution property, NOM characteristics, and modification by ozone preoxidation on pyrene partitionAccording to the fluorescence quenching method, the partition coefficient of pyrene to NOM was calculated

Keywords： natural organic matters (NOM)     pyrene     partition coefficient     ozone    

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Joint user association and resource partition for downlink-uplink decoupling inmulti-tierHetNets Article

Zhi-yong FENG, Ze-bing FENG, T. Aaron GULLIVER

Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 6,   Pages 817-829 doi: 10.1631/FITEE.1700031

Abstract: In this paper, a joint user association and resource partition framework for downlink-uplink decouplingMoreover, the DL and UL optimal bandwidth partition for BSs is derived based on user association considering

Keywords： Downlink-uplink decoupling     User association     Resource partition     Heterogeneous cellular network     Coalition    

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Adsorption and partition of benzo(a)pyrene on sediments with different particle sizes from the Yellow

XIA Xinghui, HU Lijuan, MENG Lihong

Frontiers of Environmental Science & Engineering 2007, Volume 1, Issue 2,   Pages 172-178 doi: 10.1007/s11783-007-0030-4

Abstract: Effects of particle size on the adsorption and partition of Bap were investigated with the particle contentresults were obtained from the study. (1) Isotherms of Bap could be fitted with the dual adsorption-partitionmodel under different particle sizes, and the measured value of the adsorption and partition was inagreement with the theoretical value of the dual adsorption-partition model. (2) When the particle diameterWhen the particle diameter was <0.007 mm, the partition was predominant. (3) On the point of particle
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Improved resilience measure for component recovery priority in power grids

Frontiers of Engineering Management 2021, Volume 8, Issue 4,   Pages 545-556 doi: 10.1007/s42524-021-0161-5

Abstract: Considering the severity of power grid disasters, an improved power grid resilience measure and its correspondingafter a disaster is determined according to the influence of the failed components on the power grid resiliencebased on the data from the 2019 Power Yearbook of each city in Shandong Province, China, the power grid resilienceThe resilience evaluations under different repair conditions prove the feasibility of the proposed method

Keywords： resilience measure     power grid     importance measure     component recovery    

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How do digital technologies improve supply chain resilience in the COVID-19 pandemic?

Frontiers of Engineering Management 2023, Volume 10, Issue 1,   Pages 39-50 doi: 10.1007/s42524-022-0230-4

Abstract: However, the current knowledge of the relationship between DTs and supply chain resilience (SCR) is insufficientOur study contributes to the literature on resilience by examining the possible mechanism of mediation

Keywords： digital technologies     supply chain resilience     information processing theory     COVID-19     China    

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Improving the resilience of maritime supply chains: The integration of ports and inland transporters

Frontiers of Engineering Management 2023, Volume 10, Issue 1,   Pages 51-66 doi: 10.1007/s42524-022-0231-3

Abstract: the core player, ports can integrate with inland logistics providers to improve the efficiency and resiliencesupply chain, although this strategy is not optimal for governments seeking to improve supply chain resilience

Keywords： resilience     Hotelling model     social welfare     maritime supply chain     game theory    

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Cyber–Physical Power System (CPPS): A review on measures and optimization methods of system resilience

Frontiers of Engineering Management 2021, Volume 8, Issue 4,   Pages 503-518 doi: 10.1007/s42524-021-0163-3

Abstract: In recent years, resilience has become a major topic in preventing and mitigating the risks caused byAccordingly, the concept and significance of CPPS resilience are at first explained from the engineeringThen, a review of representative quantitative assessment measures of CPPS resilience applied in the existingOn the basis of these assessment measures, the optimization methods of CPPS resilience are reviewed fromLastly, the challenges and future research directions for resilience optimizing of CPPSs are discussed

Keywords： Cyber–Physical Power System     resilience assessment     resilience optimization     cascading failure modeling    

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Advancing food supply chain resilience in the post-pandemic era

Frontiers of Engineering Management 2023, Volume 10, Issue 1,   Pages 107-120 doi: 10.1007/s42524-022-0232-2

Abstract: strategies, such as contingent sourcing, which, in turn, affect the upstream suppliers and hence the resiliencecan utilize blockchain as a reliable and efficient way to reduce product risk and hence advance the resilienceThen, we identify the conditions of an all-win situation for food retailer, supplier, supply chain resilience

Keywords： food supply chain     blockchain     contingent sourcing     supply chain resilience    

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more stable rice genotypes in stress environments: fine-tuning a selection method using production and resilience RESEARCH ARTICLE

Frontiers of Agricultural Science and Engineering 2024, Volume 11, Issue 1,   Pages 169-185 doi: 10.15302/J-FASE-2023521

Abstract:

In Asia, the rice crop sustains millions of people. However, growing demand for this crop needs to be met while simultaneously reducing its water consumption to cope with the effects of climate change. Lowland cropping systems are the most common and productive but have particularly high water requirements. High-yielding rice genotypes adapted to drier environments (such as rainfed or aerobic rice ecosystems) are needed to increase the water use efficiency of cropping. Identifying these genotypes requires fast and more accurate selection methods. It is hypothesized that applying a new quantitative selection method (the score index selection method), can usefully compare rice yield responses over different years and stress intensities to select genotypes more rapidly and efficiently. Applying the score index to previously published rice yield data for 39 genotypes grown in no-stress and two stress environments, identified three genotypes (ARB 8, IR55419-04 and ARB 7) with higher and stable yield under moderate to severe stress conditions. These genotypes are postulated to be better adapted to stress environment such as upland and aerobic environments. Importantly, the score index selection method offers improved precision than the conventional breeding selection method in identifying genotypes that are well-suited to a range of stress levels within the target environment.

Keywords： Aerobic rice     breeding selection     drought resilience     production capacity index     resilience capacity    

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Seismic responses and resilience of novel SMA-based self-centring eccentrically braced frames under near-fault

Zhi-Peng CHEN; Songye ZHU

Frontiers of Structural and Civil Engineering 2022, Volume 16, Issue 8,   Pages 962-975 doi: 10.1007/s11709-022-0873-6

Abstract: In this paper, the seismic responses and resilience of a novel K-type superelastic shape memory alloyfragility and loss analyses are subsequently conducted through incremental dynamic analyses (IDA), and the resilienceThe resilience assessment basically follows the framework proposed by Federal Emergency and ManagementThe novel SMA-based SC-EBF shows a much better resilience in the study and represents a promising attractive

Keywords： shape memory alloy     eccentrically braced frame     self-centring     fragility     loss function     resilience    

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Disruptive technologies for advancing supply chain resilience

Frontiers of Engineering Management 2023, Volume 10, Issue 2,   Pages 360-366 doi: 10.1007/s42524-023-0257-1

Abstract: supply chain risk management and bring opportunities and challenges for the improvement of supply chain resilience

Keywords： supply chain resilience     disruptive technology     supply chain risk    

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Internet of Things (IoT)–blockchain-enabled pharmaceutical supply chain resilience in the post-pandemic

Frontiers of Engineering Management 2023, Volume 10, Issue 1,   Pages 82-95 doi: 10.1007/s42524-022-0233-1

Abstract: supply chain and logistics management, further work on PSC is expected by the public to enhance its resilienceThis paper highlights how IoT and blockchain technology can enhance supply chain resilience and provides

Keywords： pharmaceutical supply chain     Internet of Things     blockchain     resilience     post-pandemic era    

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Special issue: Advancing supply chain resilience for excellence in the post-pandemic era

Frontiers of Engineering Management 2023, Volume 10, Issue 1,   Pages 1-4 doi: 10.1007/s42524-022-0246-9

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Digitalization for supply chain resilience and robustness: The roles of collaboration and formal contracts

Frontiers of Engineering Management 2023, Volume 10, Issue 1,   Pages 5-19 doi: 10.1007/s42524-022-0229-x

Abstract: In today’s turbulent and complex business environment, supply chain resilience and robustness as twoAccordingly, this study intends to explore how digitalization helps build supply chain resilience andcan directly facilitate both resilience and robustness.Paradoxically, formal contracts enhance the relationship between digitalization and supply chain resiliencebut weaken the relationship between supply chain collaboration and supply chain resilience.

Keywords： digitalization     supply chain     resilience     robustness     collaboration     formal contract    

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Title Author Date Type Operation

Big data storage technologies: a survey

Aisha SIDDIQA, Ahmad KARIM, Abdullah GANI

Journal Article

Pyrene partition behavior to the NOM: Effect of NOM characteristics and its modification by ozone preoxidation

Jin GUO, Jun MA

Journal Article

Joint user association and resource partition for downlink-uplink decoupling inmulti-tierHetNets

Zhi-yong FENG, Ze-bing FENG, T. Aaron GULLIVER

Journal Article

Adsorption and partition of benzo(a)pyrene on sediments with different particle sizes from the Yellow

XIA Xinghui, HU Lijuan, MENG Lihong

Journal Article

Improved resilience measure for component recovery priority in power grids

Journal Article

How do digital technologies improve supply chain resilience in the COVID-19 pandemic?

Journal Article

Improving the resilience of maritime supply chains: The integration of ports and inland transporters

Journal Article

Cyber–Physical Power System (CPPS): A review on measures and optimization methods of system resilience

Journal Article

Advancing food supply chain resilience in the post-pandemic era

Journal Article

more stable rice genotypes in stress environments: fine-tuning a selection method using production and resilience

Journal Article

Seismic responses and resilience of novel SMA-based self-centring eccentrically braced frames under near-fault

Zhi-Peng CHEN; Songye ZHU

Journal Article

Disruptive technologies for advancing supply chain resilience

Journal Article

Internet of Things (IoT)–blockchain-enabled pharmaceutical supply chain resilience in the post-pandemic

Journal Article

Special issue: Advancing supply chain resilience for excellence in the post-pandemic era

Journal Article

Digitalization for supply chain resilience and robustness: The roles of collaboration and formal contracts

Journal Article