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Ayat Fekry
Publication Activity (10 Years)
Years Active: 2017-2020
Publications (10 Years): 5
Top Topics
Big Data
Multitask Learning
Data Cleaning
Optimal Configuration
Top Venues
IEEE BigData
CoRR
KDD
ICDCS
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Publications
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Ayat Fekry
,
Lucian Carata
,
Thomas F. J.-M. Pasquier
,
Andrew Rice
,
Andy Hopper
Tuneful: An Online Significance-Aware Configuration Tuner for Big Data Analytics.
CoRR
(2020)
Ayat Fekry
,
Lucian Carata
,
Thomas F. J.-M. Pasquier
,
Andrew Rice
,
Andy Hopper
To Tune or Not to Tune?: In Search of Optimal Configurations for Data Analytics.
KDD
(2020)
Ayat Fekry
,
Lucian Carata
,
Thomas F. J.-M. Pasquier
,
Andrew Rice
Accelerating the Configuration Tuning of Big Data Analytics with Similarity-aware Multitask Bayesian Optimization.
IEEE BigData
(2020)
Ayat Fekry
,
Lucian Carata
,
Thomas F. J.-M. Pasquier
,
Andrew Rice
,
Andy Hopper
Towards Seamless Configuration Tuning of Big Data Analytics.
ICDCS
(2019)
Ayat Fekry
Big Data Gets Bigger: What about Data Cleaning Analytics as a Storage Service?
HotStorage
(2017)