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

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

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

Frontiers of Engineering Management   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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Managing supply chain resilience in the era of VUCA

Ying GAO , Zhuo FENG , Shuibo ZHANG

Frontiers of Engineering Management 2021, Volume 8, Issue 3,   Pages 465-470 doi: 10.1007/s42524-021-0164-2

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Balancing resilience and efficiency in supply chains: Roles of disruptive technologies under Industry

Frontiers of Engineering Management   Pages 171-176 doi: 10.1007/s42524-022-0247-8

Abstract: Under such circumstances, particular attention should be attached to balancing resilience and efficiencyIn this study, we first summarize the conflicts between supply chain efficiency and supply chain resilienceThen, we discuss the positive effects of disruptive technologies in improving resilience and efficiencythat covers both the influence mechanism and trade-off mechanism of these technologies in terms of resilience

Keywords： disruptive technologies     supply chain     resilience     efficiency     paradox     balance    

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Advancing food supply chain resilience in the post-pandemic era

Frontiers of Engineering Management   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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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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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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System resilience enhancement: Smart grid and beyond

Gang HUANG, Jianhui WANG, Chen CHEN, Chuangxin GUO, Bingquan ZHU

Frontiers of Engineering Management 2017, Volume 4, Issue 3,   Pages 271-282 doi: 10.15302/J-FEM-2017030

Abstract: Boosting the resilience of power systems is a core requirement of smart grids.In fact, resilience enhancement is crucial to all critical infrastructure systems.In addition, we elaborate on resilience definition and resilience quantification and discuss severalchallenges and opportunities for system resilience enhancement.on enhancing the system resilience for critical infrastructures.

Keywords： critical infrastructure     cyber-physical systems     energy systems     resilience     smart grid    

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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

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

Journal Article

Improved resilience measure for component recovery priority in power grids

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

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

Zhi-Peng CHEN; Songye ZHU

Journal Article

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

Journal Article

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

Journal Article

Managing supply chain resilience in the era of VUCA

Ying GAO , Zhuo FENG , Shuibo ZHANG

Journal Article

Balancing resilience and efficiency in supply chains: Roles of disruptive technologies under Industry

Journal Article

Advancing food supply chain resilience in the post-pandemic era

Journal Article

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

Journal Article

Disruptive technologies for advancing supply chain resilience

Journal Article

System resilience enhancement: Smart grid and beyond

Gang HUANG, Jianhui WANG, Chen CHEN, Chuangxin GUO, Bingquan ZHU

Journal Article