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Guest Editorial: Special section on mining software repositories

Romain Robbes, Emily Hill, Christian Bird
2018 Empirical Software Engineering  
The Mining Software Repositories (MSR) field analyzes the rich data available in software repositories to uncover interesting and actionable information about software systems and their developers.  ...  The goal of data showcase papers is to describe at length a valuable Software Engineering dataset, in the hope that it allows prospective users of these datasets a smooth start with them.  ...  We also thank the authors for keeping up with the review schedule and the reviewers for their detailed and constructive comments which helped to shape the papers.  ... 
doi:10.1007/s10664-018-9612-y fatcat:s7hqgnzb3zbdhpxnwy3d5japum

Software Mining Studies: Goals, Approaches, Artifacts, and Replicability [chapter]

Sven Amann, Stefanie Beyer, Katja Kevic, Harald Gall
2015 Lecture Notes in Computer Science  
We address issues of replicability and reproducibility to shed light onto challenges for large-scale mining studies that would enable a stronger conclusion stability.  ...  In terms of replicability we looked at existing work in the field in mining approaches, tools, and platforms.  ...  The views and opinions expressed in this article are those of the authors and do not necessarily reflect the official policy or position of the funding agency.  ... 
doi:10.1007/978-3-319-28406-4_5 fatcat:a7ea6wry5rbannojga3xqls7f4

A Review on the Role of Blockchain Technology in the Healthcare Domain

Haider Dhia Zubaydi, Yung-Wey Chong, Kwangman Ko, Sabri M. Hanshi, Shankar Karuppayah
2019 Electronics  
Finally, a new case study of a blockchain-based healthcare platform is presented addressing the drawbacks of current designs, followed by recommendations for future blockchain researchers and developers  ...  Blockchain allows healthcare providers to record and manage peer-to-peer transactions through a network without central authority.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/electronics8060679 fatcat:kerm642h7bdevc462faee73jhy

Blockchain for Future Smart Grid: A Comprehensive Survey [article]

Muhammad Baqer Mollah, Jun Zhao, Dusit Niyato, Kwok-Yan Lam, Xin Zhang, Amer M.Y.M. Ghias, Leong Hai Koh, Lei Yang
2019 arXiv   pre-print
Then, we present a number of blockchain-based recent research works presented in different literatures addressing security issues in the area of smart grid.  ...  The concept of smart grid has been introduced as a new vision of the conventional power grid to figure out an efficient way of integrating green and renewable energy technologies.  ...  DLT, Blockchain and Smart Contract DLT: A distributed ledger technology can be defined as a consensus of replicated, shared, and synchronized digital data.  ... 
arXiv:1911.03298v1 fatcat:wzjcufoqhnbuxjmn24yggh5f2e

Security, Performance, and Applications of Smart Contracts: A Systematic Survey

Sara Rouhani, Ralph Deters
2019 IEEE Access  
Although in recent years the progress toward improving blockchain technology with the focus on the smart contract has been impressive, there is a lack of reviewing the smart contract topic.  ...  This paper systematically reviews the key concepts and proposes the direction of recent studies and developments regarding the smart contract.  ...  INTRODUCTION Blockchain is a trustable distributed ledger that replicates and shares data between peer to peer network.  ... 
doi:10.1109/access.2019.2911031 fatcat:jnuwxfed2jexxdnvlunutnzfku

Smart-Corpus: an Organized Repository of Ethereum Smart Contracts Source Code and Metrics [article]

Giuseppe Antonio Pierro, Roberto Tonelli, Michele Marchesi
2020 arXiv   pre-print
In this paper we afford this problem creating Smart Corpus', a Corpus of Smart Contracts in an organized reasoned and up to date repository where Solidity source code and other metadata about Ethereum  ...  The Smart Corpus aims to create a smart-contracts' repository where smart contracts data (source code, ABI and byte-code) are freely and immediately available and also classified based on the main software  ...  There are two way to access the smart-contracts' repository: through the "HTML user interface" and through a "GraphiQL application", both of them via a Web browser.  ... 
arXiv:2011.01723v1 fatcat:pwv3xtskzrfmrnk6egsi3ijaxa

An Organized Repository of Ethereum Smart Contracts' Source Codes and Metrics

Giuseppe Antonio Pierro, Roberto Tonelli, Michele Marchesi
2020 Future Internet  
In this paper, we afford this problem by creating Smart Corpus, a corpus of smart contracts in an organized, reasoned and up-to-date repository where Solidity source code and other metadata about Ethereum  ...  Smart Corpus aims to create a smart-contract repository where smart-contract data (source code, application binary interface (ABI) and byte code) are freely and immediately available and are classified  ...  There are two ways to access the smart contracts' repository: through the "HTML user interface" and through a "GraphiQL application", both of them via a web browser.  ... 
doi:10.3390/fi12110197 fatcat:cv2bjn3x2bcejieokzu7uzrhqy

Review of Deployment of Machine Learning in Blockchain Methodology

Sona Solanki, Asha D Solanki
2020 International Research Journal on Advanced Science Hub  
The evolution of blockchain methodology has been a remarkable, highly transformative and trend-setting platform in current years.  ...  Finally, we discuss how two different techniques can be implemented in a number of smart applications like Unmanned Aerial Vehicle (UAV), Smart Grid (SG), medical care and Smart cities.  ...  It utilizes the idea of the creation and usage of peer-to-peer resources. Through enabling the peer-to-peer (P2P) platform for consumers, BT has indeed disrupted the platform.  ... 
doi:10.47392/irjash.2020.141 fatcat:pqwyhtk7d5bntcxblh4hcp7fwy

The anatomy of big data computing

Raghavendra Kune, Pramod Kumar Konugurthi, Arun Agarwal, Raghavendra Rao Chillarige, Rajkumar Buyya
2015 Software, Practice & Experience  
This paper discusses the evolution of big data computing, differences between traditional data warehousing and big data, taxonomy of big data computing and underpinning technologies, integrated platform  ...  Advances in information technology and its widespread growth in several areas of business, engineering, medical, and scientific studies are resulting in information/data explosion.  ...  ACKNOWLEDGEMENTS We thank Rodrigo Calheiros, Nikolay Grozev, Amir Vahid, and Harshit Gupta for their comments and suggestions on improving the quality of the paper.  ... 
doi:10.1002/spe.2374 fatcat:pe57kzvunrf7blpbm7cpwliysu

Blockchain-based deployment of product-centric information systems

Juri Mattila, Timo Seppälä, Pellervo Valkama, Taneli Hukkinen, Kary Främling, Jan Holmström
2021 Computers in industry (Print)  
Through explorative design science and systematic combining, the deployment of a permissionless blockchain system for collecting product life-cycle data is conceptualized, demonstrated, and evaluated by  ...  Addressing deployment costs, incentives, and governance, this paper explores a blockchain-based approach for the deployment of product-centric information systems.  ...  •Payments: What do you think about the suggested method of incentivizing the provision of platform data through crypto-mining payments?  ... 
doi:10.1016/j.compind.2020.103342 fatcat:ksi4x2wdf5arlffy6ans3l56pu

A Blockchain Platform for User Data Sharing Ensuring User Control and Incentives

Ajay Kumar Shrestha, Julita Vassileva, Ralph Deters
2020 Frontiers in Blockchain  
We propose a new platform for user modeling with blockchains that allows users to share data without losing control and ownership of it and applied it to the domain of travel booking.  ...  The smart contract verifies and executes the agreed terms of use of the data and transfers digital tokens as a reward to the user.  ...  AUTHOR CONTRIBUTIONS All authors listed have made a substantial, direct and intellectual contribution to the work, and approved it for publication.  ... 
doi:10.3389/fbloc.2020.497985 fatcat:n33vy5gjfzagrgq7vhdht6n3qe

Big data management in smart grids: technologies and challenges

Ameema Zainab, Ali Ghrayeb, Dabeeruddin Syed, Haitham Abu-Rub, Shady S. Refaat, Othmane Bouhali
2021 IEEE Access  
In this paper, a detailed list of big data platforms in the smart grid domain has been studied and the methodologies have been discussed.  ...  The platform has been validated on a microgrid and it is adaptable to ingest dynamic data flow.  ... 
doi:10.1109/access.2021.3080433 fatcat:4o6n3cc76fhorij6jmz7vsiwh4

Smart Grids Data Analysis: A Systematic Mapping Study [article]

Bruno Rossi, Stanislav Chren
2018 arXiv   pre-print
The replicability of studies is limited concerning the provided implemented algorithms, and to a lower extent due to the usage of private datasets.  ...  In the context of Smart Grids (SG), the collection of vast amounts of data has seen the emergence of a plethora of data analysis approaches.  ...  THREATS TO VALIDITY TABLE I QUERIES I RUN ON DIFFERENT REPOSITORIES Repository Query # Found # Duplicates # Considered IEEExplore (mined on 26/09/2017) data AND analysis AND ("smart grid" OR  ... 
arXiv:1808.00156v1 fatcat:df4nz4p3zvgdjoohamortbtwqm

A Vademecum on Blockchain Technologies: When, Which and How

Marianna Belotti, Nikola Bozic, Guy Pujolle, Stefano Secci
2019 IEEE Communications Surveys and Tutorials  
In this article we aim at providing the community with such a vademecum, while giving a general presentation of blockchain that goes beyond its usage in Bitcoin and surveying a selection of the vast literature  ...  existing blockchain platforms.  ...  The nature of the problem relates the mining procedure to a lottery race where the validation process is completely aleatory and the probability of finding a valid hash is proportional to miners' computing  ... 
doi:10.1109/comst.2019.2928178 fatcat:isvs2zswl5hzfady4pjv63bkqq

Blockchain Consensus Protocols in the Wild [article]

Christian Cachin, Marko Vukolić
2017 arXiv   pre-print
Moreover, we review the consensus protocols in some prominent permissioned blockchain platforms with respect to their fault models and resilience against attacks.  ...  All nodes validate the information to be appended to the blockchain, and a consensus protocol ensures that the nodes agree on a unique order in which entries are appended.  ...  This work has been supported in part by the European Commission through the Horizon 2020  ... 
arXiv:1707.01873v2 fatcat:wicbybpnqbhazpwdohh4rxrnky
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