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Distributed Management of Massive Data: an Efficient Fine-Grain Data Access Scheme [article]

Bogdan Nicolae
2008 arXiv   pre-print
This paper addresses the problem of efficiently storing and accessing massive data blocks in a large-scale distributed environment, while providing efficient fine-grain access to data subsets.  ...  We propose a data sharing service based on distributed, RAM-based storage of data, while leveraging a DHT-based, natively parallel metadata management scheme.  ...  Enabling efficient fine-grain access Our goal is to provide efficient fine-grain access to massive data blocks stored in large-scale distributed environments such as grids.  ... 
arXiv:0810.2227v1 fatcat:3eeiy3b3yfbc3hd4h7wgv7rstu

Distributed Management of Massive Data: An Efficient Fine-Grain Data Access Scheme [chapter]

Bogdan Nicolae, Gabriel Antoniu, Luc Bougé
2008 Lecture Notes in Computer Science  
This paper addresses the problem of efficiently storing and accessing massive data blocks in a large-scale distributed environment, while providing efficient fine-grain access to data subsets.  ...  We propose a data sharing service based on distributed, RAM-based storage of data, while leveraging a DHT-based, natively parallel metadata management scheme.  ...  Enabling efficient fine-grain access Our goal is to provide efficient fine-grain access to massive data blocks stored in large-scale distributed environments such as grids.  ... 
doi:10.1007/978-3-540-92859-1_47 fatcat:kdwjfvr2gvf7rab4aqqartuljm

BlobSeer: Efficient data management for data-intensive applications distributed at large-scale

Bogdan Nicolae, Gabriel Antoniu, Luc Bouge
2010 2010 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum (IPDPSW)  
Transparent fine-grain access to massive data Our initial efforts concentrated on enabling efficient data sharing at global scale in grids.  ...  In this context, one important goal is to provide mechanisms allowing to manage massive files (e.g., of several Terabytes), while providing efficient fine-grain access to small parts of the file.  ... 
doi:10.1109/ipdpsw.2010.5470802 dblp:conf/ipps/NicolaeAB10 fatcat:uevzz3ze4ndvvbp5c3gun4qk34

Enabling Lock-Free Concurrent Fine-Grain Access to Massive Distributed Data: Application to Supernovae Detection [article]

Bogdan Nicolae
2008 arXiv   pre-print
We consider the problem of efficiently managing massive data in a large-scale distributed environment.  ...  Our goal is to provide the clients with efficient fine-grain access the data string as concurrently as possible, without locking the string itself.  ...  Our problem illustrates typical requirements for massive data analysis: storage of massive data, efficient fine grain access to small data sets, snapshoting support, with efficient read/read, read/write  ... 
arXiv:0810.2226v1 fatcat:uomykd2yofbu7o7elt3b42ii6a

Enabling lock-free concurrent fine-grain access to massive distributed data: Application to supernovae detection

Bogdan Nicolae, Gabriel Antoniu, Luc Bouge
2008 2008 IEEE International Conference on Cluster Computing  
We consider the problem of efficiently managing massive data in a large-scale distributed environment.  ...  Our solution relies on distributed, RAM-based data storage, while leveraging a DHTbased, parallel metadata management scheme.  ...  Our problem illustrates typical requirements for massive data analysis: storage of massive data, efficient fine grain access to small data sets, snapshoting support, with efficient read/read, read/write  ... 
doi:10.1109/clustr.2008.4663787 dblp:conf/cluster/NicolaeAB08 fatcat:lpwlasyekveupbgv66arkrxiwe

Key Aggregate Searchable Encryption for Group Data Sharing along with Duplication Detection on Cloud

Soniya L. Barkade, Nagaraju Bogiri
2017 IJARCCE  
Data sharing is an critical functionality in cloud garage. In this article, we display a way to securely, efficiently, and flexibly share information with others in cloud garage.  ...  CONCLUSION Mulling over of the practical issue of protection safeguarding information sharing framework in view of open distributed storage which is require an information proprietor to dispense an expansive  ...  The problem of simultaneously accomplish fine grained access, scalability, and data confidentiality of access control actually still remains not resolved.  ... 
doi:10.17148/ijarcce.2017.6672 fatcat:fztk45pp5rfrjfssyeahnakrgq

Using Traditional Data Analysis Algorithms to Detect Access Patterns for Massive Data Processing

Jiaqi Zhao, Jie Tao, Lizhe Wang, Rajiv Ranjan, Joanna Kolodziej
2013 2013 IEEE 10th International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing  
We applied this approach to process performance data on distributed shared memory machines for detecting the application access patterns.  ...  MapReduce is regarded as an appropriate programming model for processing such big data.  ...  Lizhe Wang's work is supported by the National Natural Science Foundation of China (61361120098).  ... 
doi:10.1109/hpcc.and.euc.2013.155 dblp:conf/hpcc/ZhaoTWRK13 fatcat:fpvzm6x34rf27ebwk4mtydi3ze

Efficient Metadata Generation to Enable Interactive Data Discovery over Large-Scale Scientific Data Collections

Sangmi Lee Pallickara, Shrideep Pallickara, Milija Zupanski, Stephen Sullivan
2010 2010 IEEE Second International Conference on Cloud Computing Technology and Science  
Fine-grained metadata is automatically extracted to provide a micro view and profile of the large dataset to the users.  ...  We have developed a system, GLEAN, that provides an efficient data discovery environment for users in scientific computing.  ...  This infrastructure provides the following features: • Efficient and automated fine-grained metadata extraction schemes to support advanced queries • Data summarization schemes for browsing large datasets  ... 
doi:10.1109/cloudcom.2010.99 dblp:conf/cloudcom/PallickaraPZS10 fatcat:t46mzsikgzdnzndwjvon6qo6de

Enhanced Data Replication Broker [chapter]

Rafah M. Almuttairi, Rajeev Wankar, Atul Negi, Chillarige Raghavendra Rao
2011 Lecture Notes in Computer Science  
To facilitate access and transfer of the data sets, replicas of data are distributed across multiple sites.  ...  Data Replication Broker is one of the most important components in data grid architecture as it reduces latencies related to file access and file transfers (replica).  ...  Arun Agarwal, from GridLabs Department of Computer and Information Sciences, University of Hyderabad, India for providing all the infrastructural and computational support required to carry out this work  ... 
doi:10.1007/978-3-642-25725-4_25 fatcat:css4dmdw2zeuhc4t3adjqx27ja

A Fine-Grained IoT Data Access Control Scheme Combining Attribute-Based Encryption and Blockchain

Xiaofeng Lu, Songbing Fu, Cheng Jiang, Pietro Lio, AnMin Fu
2021 Security and Communication Networks  
Symmetric encryption and ABE algorithms are utilized to realize fine-grained access control and ensure the security and openness of IoT data.  ...  This paper proposes an IoT data access control scheme that combines attribute-based encryption (ABE) and blockchain technology.  ...  of these data, so as to achieve fine-grained access to data efficiently.  ... 
doi:10.1155/2021/5308206 fatcat:d3bzwkteangz7iuprygmhpkehu

Data Privacy Protection Mechanisms in Cloud

Niharika Singh, Ashutosh Kumar Singh
2017 Data Science and Engineering  
Therefore, it is highly desirable that the mechanisms should be developed to deploy efficient auditing and accountability mechanisms that anonymously monitor the utilization of data records and track the  ...  provenance to ensure the confidentiality of the data.  ...  Using Fine-Grain Management of the Rights An advanced cryptographic tool called as ''proxy re-encryption'' scheme is used in [1] .  ... 
doi:10.1007/s41019-017-0046-0 fatcat:cb2ok5d5jbdltffawp6hvz4j6e

A Hierarchical Multi-Authority Access Control Scheme for Secure and Efficient Data Sharing in Cloud Storage

Smita Athanere, Ramesh Thakur
2022 Journal of Strategic Security  
This article proposes cloud storage based Hierarchical Multi-authority Access Control Scheme (HMA-ACS) for secure and efficient data sharing.  ...  Most of the existing studies have several limitations, including weak model security, single point of failure, and lack of efficiency during user revocation.  ...  ., proposed a secure and efficient data collaboration scheme using attribute-based Encryption and attributebased signature (ABS). 20 This technique allows for fine-grained ciphertext access control and  ... 
doi:10.5038/1944-0472.15.1.1970 fatcat:aixt4nmo75ds3grjwhdvr3aq4q

Cloud-based RDF data management

Zoi Kaoudi, Ioana Manolescu
2014 Proceedings of the 2014 ACM SIGMOD international conference on Management of data - SIGMOD '14  
This tutorial presents the challenges faced in order to efficiently handle massive amounts of RDF data in a cloud environment.  ...  Managing such large volumes of RDF data is challenging, due to the sheer size, the heterogeneity, and the further complexity brought by RDF reasoning.  ...  However they may be seen disadvantaged from the perspective of the data store, given that they do not have efficient fine-grained data stores to rely on.  ... 
doi:10.1145/2588555.2588891 dblp:conf/sigmod/KaoudiM14 fatcat:oq5x6sxpezcthncffwt7jyuua4

Data Security in Cloud Computing [chapter]

Shucheng Yu, Wenjing Lou, Kui Ren
2012 Handbook on Securing Cyber-Physical Critical Infrastructure  
By deploying applications in the cloud, cloud users are able to enjoy massive and elastic computing resources without the large capital outlays in building their own data centers.  ...  The services provided by the cloud can be at different levels of the system stack, which can be described by the terminology of "X as a service (XaaS)," where X could be Software, Infrastructure, Hardware  ...  For better protection of sensitive data, cloud users may need fine-grained data access control in the sense that different users may have access to different sets of data.  ... 
doi:10.1016/b978-0-12-415815-3.00015-7 fatcat:wtjlsjsuhzcfzmj45cnjr46il4

Research on Data Sharing Architecture for Ecological Monitoring Using IoT Streaming Data

Adan Wu, Jianwen Guo, Pengfei Yang
2020 IEEE Access  
Yang et al. proposed a lightweight distributed access control system with an efficient keyword search function to secure the data management in health IoT in 2019 [27] .  ...  WEB-BASED DATA SHARING PLATFORM In most data-sharing platforms, long-term sequential data are typically stored in the form of files, but this method is not conducive to fine-grained querying of data.  ...  His main research is urban change in the direction of big data. His research interests include data analysis, distributed database and web service based on B/S architecture.  ... 
doi:10.1109/access.2020.3034466 fatcat:ihw3g4zt7newfdexwdsyraasba
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