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Nikodimos Provatas
Publication Activity (10 Years)
Years Active: 2019-2021
Publications (10 Years): 7
Top Topics
Classification Models
Learning Frameworks
Base Station
Attribute Selection
Top Venues
IEEE BigData
PhD@VLDB
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Publications
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Nikodimos Provatas
Exploiting Data Distribution in Distributed Learning of Deep Classification Models under the Parameter Server Architecture.
PhD@VLDB
(2021)
Andreas Krisilias
,
Nikodimos Provatas
,
Nectarios Koziris
,
Ioannis Konstantinou
A Performance Evaluation of Distributed Deep Learning Frameworks on CPU Clusters Using Image Classification Workloads.
IEEE BigData
(2021)
Nikodimos Provatas
,
Ioannis Konstantinou
,
Nectarios Koziris
Is Systematic Data Sharding able to Stabilize Asynchronous Parameter Server Training?
IEEE BigData
(2021)
Nikodimos Provatas
,
Evdokia Kassela
,
Nikolaos Chalvantzis
,
Anastasios Bakogiannis
,
Ioannis Giannakopoulos
,
Nectarios Koziris
,
Ioannis Konstantinou
SELIS BDA: Big Data Analytics for the Logistics Domain.
IEEE BigData
(2020)
Nikodimos Provatas
,
Ioannis Konstantinou
,
Nectarios Koziris
Towards Faster Distributed Deep Learning Using Data Hashing Techniques.
IEEE BigData
(2019)
Evdokia Kassela
,
Nikodimos Provatas
,
Asterios Tsiourvas
,
Ioannis Konstantinou
,
Nectarios Koziris
BigOptiBase: Big Data Analytics for Base Station Energy Consumption Optimization.
IEEE BigData
(2019)
Evdokia Kassela
,
Nikodimos Provatas
,
Ioannis Konstantinou
,
Avrilia Floratou
,
Nectarios Koziris
General-Purpose vs. Specialized Data Analytics Systems: A Game of ML & SQL Thrones.
IEEE BigData
(2019)