Nikodimos Provatas

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Data Distribution

Learning Frameworks

Classification Models

Top Venues

Publications

Nikolaos Chalvantzis, Aristotelis Vontzalidis, Evdokia Kassela, Aris Spyrou, Nikolaos Nikitas, Nikodimos Provatas, Ioannis Konstantinou, Nectarios Koziris
IW-NET BDA: A Big Data Infrastructure for Predictive and Geotemporal Analytics of Inland Waterways. IEEE Access 12 (2024)
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)