Wanalytics: Geo-distributed analytics for a data intensive world

Proceedings of the ACM SIGMOD International Conference on Management of Data

Volumn 2015-May, Issue , 2015, Pages 1087-1092

  Vulimiri, Ashish ^a   Curino, Carlo ^b   Godfrey, P Brighten ^a   Jungblut, Thomas ^c   Karanasos, Konstantinos ^b   Padhye, Jitu ^d   Varghese, George ^d  

^a UIUC   (China)

^b Microsoft CISL   (United States)

^c MICROSOFT   (United States)

^d MICROSOFT RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BANDWIDTH; DATA TRANSFER; SEARCH ENGINES;

BANDWIDTH USAGE; CENTRALIZED APPROACHES; DATA REPLICATION; DISTRIBUTED QUERY EXECUTION; EXECUTION STRATEGIES; LARGE ORGANIZATIONS; PRODUCTION WORKLOADS; SYNTHETIC BENCHMARK;

BIG DATA;

EID: 84957577244     PISSN: 07308078     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2723372.2735365     Document Type: Conference Paper

References (18)

1. Cloudera Impala. http://bit.ly/1eRUDeA.
2. Greenplum. http://basho.com/riak/.
3. R. Cole et al. The mixed workload CH-benCHmark. In DBTest '11, DBTest '11, pages 8:1-8:6, New York, NY, USA, 2011. ACM.
4. B. F. Cooper, R. Ramakrishnan, U. Srivastava, A. Silberstein, P. Bohannon, H.-A. Jacobsen, N. Puz, D. Weaver, and R. Yerneni. Pnuts: Yahoo!'s hosted data serving platform. Proc. VLDB Endow., 1(2):1277-1288, Aug. 2008.
5. J. C. Corbett, J. Dean, M. Epstein, A. Fikes, C. Frost, J. Furman, S. Ghemawat, A. Gubarev, C. Heiser, P. Hochschild, W. Hsieh, S. Kanthak, E. Kogan, H. Li, A. Lloyd, S. Melnik, D. Mwaura, D. Nagle, S. Quinlan, R. Rao, L. Rolig, Y. Saito, M. Szymaniak, C. Taylor, R. Wang, and D. Woodford. Spanner: Google's globally-distributed database. In 10th USENIX Symposium on Operating Systems Design and Implementation (OSDI 12), pages 261-264, Hollywood, CA, Oct. 2012. USENIX Association.
6. D. DeWitt and J. Gray. Parallel database systems: The future of high performance database systems. Communications of the ACM, 35(6):85-98, June 1992.
7. A. Greenberg, J. Hamilton, D. A. Maltz, and P. Patel. The cost of a Cloud: Research problems in data center networks. ACM CCR, 39(1), 2008.
8. A. Gupta, F. Yang, J. Govig, A. Kirsch, K. Chan, K. Lai, S. Wu, S. Dhoot, A. Kumar, A. Agiwal, S. Bhansali, M. Hong, J. Cameron, M. Siddiqi, D. Jones, J. Shute, A. Gubarev, S. Venkataraman, and D. Agrawal. Mesa: Geo-replicated, near real-time, scalable data warehousing. In VLDB, 2014.
9. D. Kossmann. The state of the art in distributed query processing. ACM Computing Surveys, 32(4):422-469, Dec. 2000.
10. N. Laoutaris, M. Sirivianos, X. Yang, and P. Rodriguez. Inter-datacenter bulk transfers with Netstitcher. In SIGCOMM 2011.
11. S. Madden. Database abstractions for managing sensor network data. Proc. of the IEEE, 98(11):1879-1886, 2010.
12. C. Olston, B. Reed, U. Srivastava, R. Kumar, and A. Tomkins. Pig Latin: a not-so-foreign language for data processing. In SIGMOD 2008.
13. M. T. Özsu and P. Valduriez. Principles of distributed database systems. Springer, 2011.
14. A. Rabkin, M. Arye, S. Sen, V. S. Pai, and M. J. Freedman. Aggregation and degradation in jetstream: Streaming analytics in the wide area. In 11th USENIX Symposium on Networked Systems Design and Implementation (NSDI 14), pages 275-288, Seattle, WA, Apr. 2014. USENIX Association.
15. A. Thusoo, J. S. Sarma, N. Jain, Z. Shao, P. Chakka, N. Zhang, S. Antony, H. Liu, and R. Murthy. Hive - a petabyte scale data warehouse using hadoop. In ICDE 2010.
16. A. Vulimiri, C. Curino, B. Godfrey, K. Karanasos, and G. Varghese. WANalytics: Analytics for a geo-distributed data-intensive world. CIDR, 2015.
17. A. Vulimiri, C. Curino, B. Godfrey, J. Padhye, and G. Varghese. Global analytics in the face of bandwidth and regulatory constraints. In 12th USENIX Symposium on Networked Systems Design and Implementation (NSDI 15), Oakland, CA, May 2015. USENIX Association.
18. R. S. Xin, J. Rosen, M. Zaharia, M. J. Franklin, S. Shenker, and I. Stoica. Shark: Sql and rich analytics at scale. In Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data, SIGMOD '13, pages 13-24, New York, NY, USA, 2013. ACM.