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Hive

Ashish Thusoo, Joydeep Sen Sarma, Namit Jain, Zheng Shao, Prasad Chakka, Suresh Anthony, Hao Liu, Pete Wyckoff, Raghotham Murthy
<span title="2009-08-01">2009</span> <i title="VLDB Endowment"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/p6rqwwpkkjbcldejepcehaalby" style="color: black;">Proceedings of the VLDB Endowment</a> </i> &nbsp;
The metastore distinguishes Hive as a traditional warehousing solution (ala Oracle or DB2) when compared with similar data processing systems built on top of map-reduce like architectures like Pig [7]  ...  In this paper, we present Hive, an open-source data warehousing solution built on top of Hadoop.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14778/1687553.1687609">doi:10.14778/1687553.1687609</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/igl5reripfcfpghowmzqix5xta">fatcat:igl5reripfcfpghowmzqix5xta</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20140104135317/http://www.cs.cmu.edu:80/~pavlo/courses/fall2013/static/papers/hive.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/cd/a2/cda23399742e0b7993e86be90ee5b3776e17c43e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14778/1687553.1687609"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Query optimization using column statistics in hive

Anja Gruenheid, Edward Omiecinski, Leo Mark
<span title="">2011</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hjiolmjuyrc77lwhatq4lbag64" style="color: black;">Proceedings of the 15th Symposium on International Database Engineering &amp; Applications - IDEAS &#39;11</a> </i> &nbsp;
Hive is a data warehousing solution on top of the Hadoop MapReduce framework that has been designed to handle large amounts of data and store them in tables like a relational database management system  ...  When a query is issued in HiveQL, it is translated by a parser into a query execution plan that is optimized and then turned into a series of map and reduce iterations.  ...  HIVE Hive is an open-source data warehousing solution that is built on top of the Hadoop MapReduce framework.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2076623.2076636">doi:10.1145/2076623.2076636</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/ideas/GruenheidOM11.html">dblp:conf/ideas/GruenheidOM11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hzxaboq3nvb7nnjwbhx3sasqhi">fatcat:hzxaboq3nvb7nnjwbhx3sasqhi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20130903000211/http://home.in.tum.de:80/~gruenhei/Agruenheid_ideas11.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ba/d0/bad01fc776f756e9c6fab5f303cd5cc04c733d8c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2076623.2076636"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Scalability Study of Hadoop MapReduce and Hive in Big Data Analytics

Khadija Jabeen
<span title="2016-11-05">2016</span> <i title="Valley International"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7itxqhdltnewtn4ueymnlhnkea" style="color: black;">International Journal Of Engineering And Computer Science</a> </i> &nbsp;
Hadoop is a data management solution for the analysis of Big Data. In Hadoop, Hive is used to store the metadata.  ...  To make the comparison of scalabilities Hadoop MapReduce and Hive, a word count program was investigated using two data management solutions-Hadoop MapReduce and Hive.  ...  Whereas Hive is an open-source data warehousing solution built on top of Hadoop.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18535/ijecs/v5i11.11">doi:10.18535/ijecs/v5i11.11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6jjayno47fci5kf7532kf7qssq">fatcat:6jjayno47fci5kf7532kf7qssq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180602221345/http://ijecs.in/issue/v5-i11/11%20ijecs.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/12/69/12696ba0e0cd7e69295f4e9272c8296c1113eb38.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18535/ijecs/v5i11.11"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Index-based join operations in Hive

Mahsa Mofidpoor, Nematollaah Shiri, T. Radhakrishnan
<span title="">2013</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/faqqmambavbalpofpx3p6nntua" style="color: black;">2013 IEEE International Conference on Big Data</a> </i> &nbsp;
Hive is a batch-oriented big data software, well suited for query processing and data analysis.  ...  Our results indicate significant performance gain over relatively large data or highly selective queries. v  ...  Bucket Map Join In data warehousing framework, there are arguably large tables for which map join cannot be a suitable solution. In Section 2.2.4, we introduced the notion of buckets.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/bigdata.2013.6691768">doi:10.1109/bigdata.2013.6691768</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/bigdataconf/MofidpoorSR13.html">dblp:conf/bigdataconf/MofidpoorSR13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5on2ht7kgjd6nepc5hked3magu">fatcat:5on2ht7kgjd6nepc5hked3magu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170811232455/http://spectrum.library.concordia.ca/977192/1/Mofidpoor_MSc_S2013.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e7/a8/e7a848f2e52eb227cc94f5a41dd542a3ac0151f2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/bigdata.2013.6691768"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

An Overview of Apache Pig and Apache Hive

Saiyam Arora, Abinesh Verma, Richa Vasuja, Richa Vasuja
<span title="2019-03-05">2019</span> <i title="Technoscience Academy"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cwo66igunvdiplkdqwpqsgzpem" style="color: black;">International Journal of Scientific Research in Computer Science Engineering and Information Technology</a> </i> &nbsp;
A saviour to deal with Big Data is "Hadoop" and two major components of Hadoop which are HDFS (Distributed Storage) and Map Reduce(Parallel Processing).  ...  As Hadoop, no doubt is doing tremendously great work by storing and processing the huge volume of data but there are more frameworks now a days to increase the efficiency of Hadoop framework which are  ...  Map Reduce is a java based framework, which makes it possible to process a large set of data in a parallel way.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.32628/cseit195250">doi:10.32628/cseit195250</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/va5776oqtvfhvplit2qduevlqy">fatcat:va5776oqtvfhvplit2qduevlqy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200213214933/http://ijsrcseit.com/paper/CSEIT195250.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a8/25/a825ae0c2fb755272bf64ddf41b4b6ffc3c32ea9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.32628/cseit195250"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Characterizing BigBench Queries, Hive, and Spark in Multi-cloud Environments [chapter]

Nicolas Poggi, Alejandro Montero, David Carrera
<span title="2017-12-30">2017</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
The TPCx-BB specification describes several business use cases -- queries -- which require a broad combination of data extraction techniques including SQL, Map/Reduce (M/R), user code (UDF), and Machine  ...  The query characterization highlights the similarities and differences in Hive an Spark frameworks, and which queries are the most resource consuming according to CPU, memory, and I/O.  ...  Spark is a processing engine which provided increased performance over the original Map/Reduce by leveraging in-memory computation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-72401-0_5">doi:10.1007/978-3-319-72401-0_5</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3tqrpg4uwvb5heyajacu3wpqoy">fatcat:3tqrpg4uwvb5heyajacu3wpqoy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190224034823/http://pdfs.semanticscholar.org/501a/0bd4505343c3a8c8f36430244b644fd73a95.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/50/1a/501a0bd4505343c3a8c8f36430244b644fd73a95.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-72401-0_5"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Apache Hive: From MapReduce to Enterprise-grade Big Data Warehousing [article]

Jesús Camacho-Rodríguez, Ashutosh Chauhan, Alan Gates, Eugene Koifman, Owen O'Malley, Vineet Garg, Zoltan Haindrich, Sergey Shelukhin, Prasanth Jayachandran, Siddharth Seth, Deepak Jaiswal, Slim Bouguerra, Nishant Bangarwa, Sankar Hariappan (+6 others)
<span title="2019-03-26">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Apache Hive is an open-source relational database system for analytic big-data workloads.  ...  In this paper we describe the key innovations on the journey from batch tool to fully fledged enterprise data warehousing system.  ...  ACKNOWLEDGMENTS We would like to thank the Apache Hive community, contributors and users, who build, maintain, use, test, write about, and continue to push the project forward.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1903.10970v1">arXiv:1903.10970v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/x45fhucxtrf5ve3gehk2mrsine">fatcat:x45fhucxtrf5ve3gehk2mrsine</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200830044914/https://arxiv.org/pdf/1903.10970v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1c/a0/1ca06eb0e9e9bcafef7f61eb8609eac5991c8785.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1903.10970v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Materialized View Selection Based on Adaptive Genetic Algorithm and Its Implementation with Apache Hive

Dongjin Yu, Wensheng Dou, Zhixiang Zhu, Jiaojiao Wang
<span title="">2015</span> <i title="Atlantis Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wjdkfhqywrdefeqoyzjz3os76i" style="color: black;">International Journal of Computational Intelligence Systems</a> </i> &nbsp;
Both the simulation results and experiments on Apache Hive show that the approximately optimal solution for selecting materialized views can be obtained effectively using the approach presented.  ...  Moreover, some latest products of non-traditional data warehouse software, such as Apache Hive, still lack the support of materialized views.  ...  We used hadoop-1.2.1 as the underlying Map/Reduce and distributed storage framework, and hive-0.10.0 as the target data warehouse.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1080/18756891.2015.1113744">doi:10.1080/18756891.2015.1113744</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/junv3falinao5do5slj4nsnvyq">fatcat:junv3falinao5do5slj4nsnvyq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200404030510/https://download.atlantis-press.com/article/25868651.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fe/e0/fee0147f495c05d3350b070649c16e3ac6a26071.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1080/18756891.2015.1113744"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Privacy preserving data publishing based on sensitivity in context of Big Data using Hive

P. Srinivasa Rao, S. Satyanarayana
<span title="2018-07-06">2018</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pkhnkszyprhb3orbf6g7tqmgiu" style="color: black;">Journal of Big Data</a> </i> &nbsp;
This project deals with the privacy preservation in context of big data using a data warehousing solution called hive.  ...  The experiments were carried out on the hive environment to verify the efficiency of algorithms with big data. This framework also supports the execution of existing algorithms without any changes.  ...  Here we proposed a sensitivity classification measure, based on the values of indexes. Each index has map to the sensitivity. The index must be chosen according to the type of the data set.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s40537-018-0130-y">doi:10.1186/s40537-018-0130-y</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pcuewsgdk5hhdpdp25qcpgkili">fatcat:pcuewsgdk5hhdpdp25qcpgkili</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190428212342/https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-018-0130-y" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0b/ad/0bad23dbef69aeb29d72b38d3176cc58f9b5e16f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s40537-018-0130-y"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

Research in Big Data Warehousing using Hadoop

Abderrazak Sebaa, Fatima Chikh, Amina Nouicer, Abdelkamel Tari
<span title="2017-03-30">2017</span> <i title="Lectito BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/m4on46ukfrgalam73jbjh2m7oy" style="color: black;">Journal of Information Systems Engineering &amp; Management</a> </i> &nbsp;
In this paper, we focus on the data warehousing over big data. We discuss the limitations of the traditional ones. We present its alternative technologies and related future work for data warehousing.  ...  Traditional data warehouses have played a key role in decision support system until the recent past.  ...  Among these projects, Hive is a data warehousing solution developed by the Facebook team.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.20897/jisem.201710">doi:10.20897/jisem.201710</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lg5lkywyjbhhdhi5yzm2yw22ve">fatcat:lg5lkywyjbhhdhi5yzm2yw22ve</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200212055052/https://www.jisem-journal.com/download/57DQ9F1G.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/77/1e/771e6f3e1270a227fde2b50e001027bf79140e1d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.20897/jisem.201710"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Beyond Batch Processing: Towards Real-Time and Streaming Big Data [article]

Saeed Shahrivari, Saeed Jalili
<span title="2014-08-01">2014</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We also introduce some practical systems and frameworks for each category.  ...  Today, big data is generated from many sources and there is a huge demand for storing, managing, processing, and querying on big data.  ...  First, a copy of map and reduce functions' code is sent to all workers. Then, master assigns map and reduce tasks to workers.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1403.3375v2">arXiv:1403.3375v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/oulgi324y5ez3ldnrwbfbtgvfq">fatcat:oulgi324y5ez3ldnrwbfbtgvfq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191025022159/https://arxiv.org/pdf/1403.3375v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/7d/2c/7d2c4008f74db594664703773e1fafd06e0ba27c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1403.3375v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

MAPREDUCE RESEARCH ON WAREHOUSING OF BIG DATA

<span title="2018-04-02">2018</span> <i title="International Journal of Recent Trends in Engineering and Research"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q6j7kxpeujbvdfdbleu52jna4a" style="color: black;">International Journal of Recent Trends in Engineering and Research</a> </i> &nbsp;
Big data analytics has become a very active research area in the last few years, as well as the research of underlying data organization that would enhance it, which could be addressed as big data warehousing  ...  The growth of social networks and affordability of various sensing devices has lead to a huge increase of both human and non-human entities that are interconnected via various networks, mostly Internet  ...  However, the issue with this solution is that the programmer or analyst needs skills and knowledge to write map and reduce functions, which may have a big span of complexityfrom simple counting to using  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.23883/ijrter.2018.4170.raqfm">doi:10.23883/ijrter.2018.4170.raqfm</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jdmegv5vrrdttp5a2dw53rydee">fatcat:jdmegv5vrrdttp5a2dw53rydee</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210306234737/https://www.ijrter.com/papers/volume-4/issue-3/mapreduce-research-on-warehousing-of-big-data.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/42/26/4226a42483989e839499049cd0615904f70896e5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.23883/ijrter.2018.4170.raqfm"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

High-Efficient Fuzzy Querying with HiveQL for Big Data Warehousing

Bozena Malysiak-Mrozek, Jadwiga Wieszok, Witold Pedrycz, Weiping Ding, Dariusz Mrozek
<span title="">2021</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7dwepyc5xbc47narcaqganu4vu" style="color: black;">IEEE transactions on fuzzy systems</a> </i> &nbsp;
Apache Hive is a data warehousing framework working on top of the Hadoop platform for Big Data processing.  ...  This paper presents the FuzzyHive library that extends the Hive framework with fuzzy sets-based techniques for querying, analyzing, and reporting on Big data warehouses.  ...  This paper addresses these problems by extending the Hive framework. Hive is a framework for data warehousing built on top of Hadoop.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tfuzz.2021.3069332">doi:10.1109/tfuzz.2021.3069332</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kgktgaza7fdrbb5xxjqahj4qly">fatcat:kgktgaza7fdrbb5xxjqahj4qly</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210331024732/https://ieeexplore.ieee.org/ielx7/91/4358784/09388934.pdf?tp=&amp;arnumber=9388934&amp;isnumber=4358784&amp;ref=" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/36/df/36df2a0795428e1c5f16c572f4b0f007a9a3c5f4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tfuzz.2021.3069332"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Beyond Batch Processing: Towards Real-Time and Streaming Big Data

Saeed Shahrivari
<span title="2014-10-17">2014</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/mvyhkzd6pbcqznrpy72k57bd6y" style="color: black;">Computers</a> </i> &nbsp;
We also introduced some practical systems and frameworks for each category.  ...  Today, big data are generated from many sources, and there is a huge demand for storing, managing, processing, and querying on big data.  ...  First, a copy of map and reduce functions' code is sent to all workers. Then, the master assigns map and reduce tasks to workers.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/computers3040117">doi:10.3390/computers3040117</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nt5bxrpymvga5efzvyne67hejy">fatcat:nt5bxrpymvga5efzvyne67hejy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180728095720/https://res.mdpi.com/def50200222d52f42322e862d78e1955fc5090b24abc4c31a8712f34e5a450a2151c5ff1b3a21249656983f07b231459493a32ff13e26c55d7cb54aa303fb2c6fffca83d37247b4d0b4e7bf1997603b67b016ae2e9003686c97ef9ff968b4b2c035903fd65b58c82e845a1f437b2ea3eac64df4f49e58159f4dbd22b4916a77e7cf7ad6ae1a6a266f862149d896f7a3fab5b6f488df2?filename=&amp;attachment=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b1/f5/b1f5bf05671fedcd5922d71dbccdf31e2de555ce.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/computers3040117"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Data Science and Distributed Intelligence: Recent Developments and Future Insights [chapter]

Alfredo Cuzzocrea, Mohamed Medhat Gaber
<span title="">2013</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oqt3yqhkxvcubnonwg57er4tdq" style="color: black;">Studies in Computational Intelligence</a> </i> &nbsp;
Following this major trend, in this paper we provide a background of these new terms, followed by a discussion of recent developments in the data mining and data warehousing areas in the light of aforementioned  ...  The model of MapReduce has two main functions (map and reduce).  ...  Recent Data Warehousing and OLAP Developments Among the recent advances on Data Warehousing and OLAP over Big Data, analytics over Big Data play a relevant role in this respect.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-32524-3_18">doi:10.1007/978-3-642-32524-3_18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sm3yofpcqbhs5lk2wa3k4xcmgy">fatcat:sm3yofpcqbhs5lk2wa3k4xcmgy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171118180720/https://core.ac.uk/download/pdf/29582300.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/cb/fa/cbfa0d2f5e95fa8c41845710e967beadaef62ff3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-32524-3_18"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>
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