Nikodimos Provatas

According to our database, Nikodimos Provatas authored at least 10 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A Survey on Parameter Server Architecture: Approaches for Optimizing Distributed Centralized Learning.

Nikodimos Provatas, Ioannis Konstantinou, Nectarios Koziris

IEEE Access, 2025

Strategy-Switch: From All-Reduce to Parameter Server for Faster Efficient Training.

Nikodimos Provatas, Iasonas Chalas, Ioannis Konstantinou, Nectarios Koziris

IEEE Access, 2025

2024

IW-NET BDA: A Big Data Infrastructure for Predictive and Geotemporal Analytics of Inland Waterways.

Nikolaos Chalvantzis, Aristotelis Vontzalidis, Evdokia Kassela, Aris Spyrou, Nikolaos Nikitas, Nikodimos Provatas, Ioannis Konstantinou, Nectarios Koziris

IEEE Access, 2024

2021

Exploiting Data Distribution in Distributed Learning of Deep Classification Models under the Parameter Server Architecture.

Nikodimos Provatas

Proceedings of the VLDB 2021 PhD Workshop co-located with the 47th International Conference on Very Large Databases (VLDB 2021), 2021

Is Systematic Data Sharding able to Stabilize Asynchronous Parameter Server Training?

Nikodimos Provatas, Ioannis Konstantinou, Nectarios Koziris

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

A Performance Evaluation of Distributed Deep Learning Frameworks on CPU Clusters Using Image Classification Workloads.

Andreas Krisilias, Nikodimos Provatas, Nectarios Koziris, Ioannis Konstantinou

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

SELIS BDA: Big Data Analytics for the Logistics Domain.

Nikodimos Provatas, Evdokia Kassela, Nikolaos Chalvantzis, Anastasios Bakogiannis, Ioannis Giannakopoulos, Nectarios Koziris, Ioannis Konstantinou

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Towards Faster Distributed Deep Learning Using Data Hashing Techniques.

Nikodimos Provatas, Ioannis Konstantinou, Nectarios Koziris

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

BigOptiBase: Big Data Analytics for Base Station Energy Consumption Optimization.

Evdokia Kassela, Nikodimos Provatas, Asterios Tsiourvas, Ioannis Konstantinou, Nectarios Koziris

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

General-Purpose vs. Specialized Data Analytics Systems: A Game of ML & SQL Thrones.

Evdokia Kassela, Nikodimos Provatas, Ioannis Konstantinou, Avrilia Floratou, Nectarios Koziris

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019