Apache Hive: From MapReduce to Enterprise-grade Big Data Warehousing
| العنوان: | Apache Hive: From MapReduce to Enterprise-grade Big Data Warehousing |
|---|---|
| المؤلفون: | Zoltan Haindrich, Slim Bouguerra, Prasanth Jayachandran, Sankar Hariappan, Jason Dere, Nita Dembla, Owen O'Malley, Siddharth Seth, Anishek Agarwal, Gopal Vijayaraghavan, Jesús Camacho-Rodríguez, Alan Gates, Vineet Garg, Günther Hagleitner, Sergey Shelukhin, Eugene Koifman, Thejas Nair, Deepak Jaiswal, Ashutosh Chauhan, Daniel Dai, Nishant Bangarwa |
| المصدر: | SIGMOD Conference |
| سنة النشر: | 2019 |
| مصطلحات موضوعية: | FOS: Computer and information sciences, Computer science, business.industry, Scale (chemistry), Big data, Cloud computing, Databases (cs.DB), 02 engineering and technology, computer.software_genre, Enterprise data management, Data warehouse, Relational database management system, Computer Science - Databases, 020204 information systems, 0202 electrical engineering, electronic engineering, information engineering, Key (cryptography), 020201 artificial intelligence & image processing, business, Software engineering, computer |
| الوصف: | 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. We present a hybrid architecture that combines traditional MPP techniques with more recent big data and cloud concepts to achieve the scale and performance required by today's analytic applications. We explore the system by detailing enhancements along four main axis: Transactions, optimizer, runtime, and federation. We then provide experimental results to demonstrate the performance of the system for typical workloads and conclude with a look at the community roadmap. SIGMOD'19, 14 pages |
| اللغة: | English |
| الوصول الحر: | https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1432480421c219d58a9ca8d442355244Test http://arxiv.org/abs/1903.10970Test |
| حقوق: | OPEN |
| رقم الانضمام: | edsair.doi.dedup.....1432480421c219d58a9ca8d442355244 |
| قاعدة البيانات: | OpenAIRE |
| الوصف غير متاح. |