Open Source Big Data Analytics Frameworks Written in Scala

Miller, John A.; Bowman, Casey N.; Harish, Vishnu Gowda; Quinn, Shannon

doi:10.1109/bigdatacongress.2016.61

Cited by 13 publications

(3 citation statements)

References 21 publications

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“…However, it is not advantageous to implement a peerto-peer system without data replication. In a centralized system, the replication may be used or not and it depends on the application requirements: it aims to protect the data and to ensure a better scalability [11] system, the response time to a request is less than one second [24] and the system adapts systematically to the loading time if there is a large volume of requests [25]. This advantage is due to the powerful TTP that supports several management mechanisms.…”

Section: Comparative Study Between the Blockchain And Classical Sysmentioning

confidence: 99%

Going Beyond the Blockchain Hype: In Which Cases are Blockchains Useful for IT Applications?

Madhoun

Hatin

Bertin

2019

2019 3rd Cyber Security in Networking Conference (CSNet)

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Blockchain technology is today proposed as a new technical infrastructure for several types of IT applications. This interest is due to its unique property that allows two entities to perform transactions, in a very secure manner, without going through a TTP. However, a blockchain comes along a number of other intrinsic properties, which may not be suitable or beneficial in all the envisaged application cases. Consequently, we propose in this paper a decision tree to identify when a blockchain may be the appropriate technical infrastructure for a given IT application, and when another system (centralized or distributed peer-to-peer) is more adapted. This tree is based on a comparative study between the blockchain and classical "centralized and distributed peer-to-peer" systems.

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Section: Comparative Study Between the Blockchain And Classical Sysmentioning

confidence: 99%

Going Beyond the Blockchain Hype: In Which Cases are Blockchains Useful for IT Applications?

Madhoun

Hatin

Bertin

2019

2019 3rd Cyber Security in Networking Conference (CSNet)

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“…With the increasing amount of heterogeneous, autonomous parallel distributed sources and data, Big Data Analytics (BDA) has become crucial for many business disciplines. In general, BDA provides a new paradigm for handling, storage, management and access to those huge datasets (Miller et al, 2016).…”

Section: Big Datamentioning

confidence: 99%

Process Information Modelling (PIM) Concept for On-site Construction Management: Hong Kong Case

Pan

Ilhan

Böck

2018

Period. Polytech. Arch.

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When compared to the manufacturing industry, the advances of intelligent and seamless project management approaches lag behind in the construction industry. This is due to the complexity of the construction projects as well as various stakeholders who acquire specific interest of the project. For instance, public building construction has many sub-tasks and numerous systematised working processes such as planning, mobilisation, scheduling, procurement and controlling. The management of the processes of each phase of the project life cycle is of great importance in order to prevent project delay and cost overrun. A particular importance is required if construction robotics is involved since precise process and scheduling information as well as feedback are critical to ensure each task is completed accordingly. This paper proposes a holistic system approach, which focuses on the process-oriented management for on-site construction. To succeed, the Process Information Modelling (PIM) concept is introduced. The main goal of PIM is to integrate Building Information Modelling (BIM) for extensible solutions with a process-based database platform, which allows for smooth data transfer and supports continuous data sharing among all stakeholders. The overall aim is to develop a collaborative way of planning, designing, producing, assembling and managing the entire project life cycle strategy. Digital documentation, simulation and real-time data are produced progressively to facilitate decision-making. A case study applying the PIM concept for the façade painting task by a painting robot for an on-going consultancy project commissioned by the construction industry council (CIC) in Hong Kong is presented. This paper is the revised version of the paper that has been published in the proceedings of the Creative Construction Conference 2018 (Pan et al., 2018).

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“…With the increasing amount of heterogeneous, autonomous parallel distributed sources and data, Big Data Analytics (BDA) has become crucial for many business disciplines. In general, BDA provides a new paradigm on how to handle, storage, manage and access to those huge datasets [15].…”

Section: Big Datamentioning

confidence: 99%

Process information modelling for public housing construction project in Hong Kong

Pan¹,

Ilhan²,

Böck³

2018

Creative Construction Conference 2018 - Proceedings

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Public building construction, which consists of many sub-tasks and numerous systematised working processes such as planning, mobilisation, scheduling, procurement and controlling, is complicated. If the project team is incapable of managing these processes seamlessly, it may result in severe project delay and cost overrun. This issue becomes even more apparent when utilising construction robotics, since precise process and scheduling information as well as feedback is required to ensure each task is completed correctly and on time. Support in addressing these complex management activities in particular for the robotic usage offers Process Information Modelling (PIM). In this paper the process-oriented modelling approach, PIM, which provides a collaborative way of planning, designing, producing, assembling and entire project life cycle management strategy is introduced. The main objective of PIM is to integrate with the conventional Building Information Models (BIM) and supplement them with a process oriented database platform, allowing for smooth data transfer, as well as promoting seamless and constant data sharing among all stakeholders. Digital documentation, simulation and real-time data are produced progressively to support the decisionmaking process. The effectiveness of the PIM is demonstrated on façade painting task by a painting robot for an ongoing consultancy project commissioned by the construction industry council (CIC) in Hong Kong. The impacts of PIM on supporting the potential future applications of construction robotics and instigating the next construction information evolution are discussed.

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Open Source Big Data Analytics Frameworks Written in Scala

Cited by 13 publications

References 21 publications

Going Beyond the Blockchain Hype: In Which Cases are Blockchains Useful for IT Applications?

Going Beyond the Blockchain Hype: In Which Cases are Blockchains Useful for IT Applications?

Process Information Modelling (PIM) Concept for On-site Construction Management: Hong Kong Case

Process information modelling for public housing construction project in Hong Kong

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