Avrilia Floratou
Avrilia Floratou
Principal Scientist at Microsoft
Verified email at microsoft.com - Homepage
Title
Cited by
Cited by
Year
Column-oriented storage techniques for MapReduce
A Floratou, J Patel, E Shekita, S Tata
arXiv preprint arXiv:1105.4252, 2011
1942011
SQL-on-Hadoop:Full Circle Back to Shared-Nothing Database Architectures
A Floratou, UF Minhas, F Ozcan
Proceedings of the VLDB Endowment 7 (12), 2014
1672014
Can the elephants handle the nosql onslaught?
A Floratou, N Teletia, DJ DeWitt, JM Patel, D Zhang
arXiv preprint arXiv:1208.4166, 2012
1412012
Dhalion: self-regulating stream processing in heron
A Floratou, A Agrawal, B Graham, S Rao, K Ramasamy
Proceedings of the VLDB Endowment 10 (12), 1825-1836, 2017
1022017
ATHENA: an ontology-driven system for natural language querying over relational data stores
D Saha, A Floratou, K Sankaranarayanan, UF Minhas, AR Mittal, F Özcan
Proceedings of the VLDB Endowment 9 (12), 1209-1220, 2016
952016
Efficient and Accurate Discovery of Patterns in Sequence Datasets
A Floratou, S Tata, JM Patel
IEEE 26th International Conference on Data Engineering (ICDE), 461 - 472, 2010
762010
When free is not really free: What does it cost to run a database workload in the cloud?
A Floratou, JM Patel, W Lang, A Halverson
Technology Conference on Performance Evaluation and Benchmarking, 163-179, 2011
342011
Twitter Heron: Towards extensible streaming engines
M Fu, A Agrawal, A Floratou, B Graham, A Jorgensen, M Li, N Lu, ...
2017 IEEE 33rd international conference on data engineering (ICDE), 1165-1172, 2017
262017
Adaptive caching in big sql using the hdfs cache
A Floratou, N Megiddo, N Potti, F Özcan, U Kale, J Schmitz-Hermes
Proceedings of the Seventh ACM Symposium on Cloud Computing, 321-333, 2016
262016
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML
A Agrawal, R Chatterjee, C Curino, A Floratou, N Gowdal, M Interlandi, ...
arXiv preprint arXiv:1909.00084, 2019
122019
Data Science through the looking glass and what we found there
F Psallidas, Y Zhu, B Karlas, M Interlandi, A Floratou, K Karanasos, W Wu, ...
arXiv preprint arXiv:1912.09536, 2019
102019
Replica Placement in Multi-Tenant Database Environments
A Floratou, JM Patel
IEEE BigData Congress, 2015
92015
Benchmarking SQL-on-Hadoop Systems: TPC or not TPC?
A Floratou, F Ozcan, B Schiefer
In Proceedings of WBDB, 2014
92014
Netco: Cache and i/o management for analytics over disaggregated stores
V Jalaparti, C Douglas, M Ghosh, A Agrawal, A Floratou, S Kandula, ...
Proceedings of the ACM Symposium on Cloud Computing, 186-198, 2018
72018
Vamsa: tracking provenance in data science scripts
MH Namaki, A Floratou, F Psallidas, S Krishnan, A Agrawal, Y Wu
62020
Self-regulating streaming systems: challenges and opportunities
A Floratou, A Agrawal
Proceedings of the International Workshop on Real-Time Business Intelligence …, 2017
62017
Towards building wind tunnels for data center design
A Floratou, F Bertsch, JM Patel, G Laskaris
Proceedings of the VLDB Endowment 7 (9), 781-784, 2014
62014
General-Purpose vs. Specialized Data Analytics Systems: A Game of ML & SQL Thrones
E Kassela, N Provatas, I Konstantinou, A Floratou, N Koziris
2019 IEEE International Conference on Big Data (Big Data), 317-326, 2019
42019
Caching policies for selection and replacement of objects
A Floratou, UB Kale, N Megiddo, F Ozcan, NS Potti
US Patent 9,779,031, 2017
42017
Adaptive caching algorithms for big data systems
A Floratou, N Megiddo, N Potti, F Özcan, U Kale, J Schmitz-Hermes
Computer Science, RJ10531 (ALM1509-001), 2015
42015
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Articles 1–20