Fotis Savva

According to our database, Fotis Savva authored at least 10 papers between 2018 and 2021.

Collaborative distances:

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

2021

Query-driven learning for automating exploratory analytics in large-scale data management systems.

Fotis Savva

PhD thesis, 2021

TSMF: Network Latency Estimation using Matrix Factorization and Time Series Forecasting.

Fotis Savva, Christos Anagnostopoulos, Dimitrios Pezaros

Proceedings of the IFIP Networking Conference, 2021

2020

Large-scale Data Exploration Using Explanatory Regression Functions.

Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou, Kostas Kolomvatsos

ACM Trans. Knowl. Discov. Data, 2020

Adaptive learning of aggregate analytics under dynamic workloads.

Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou

Future Gener. Comput. Syst., 2020

ML-AQP: Query-Driven Approximate Query Processing based on Machine Learning.

Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou

CoRR, 2020

SuRF: Identification of Interesting Data Regions with Surrogate Models.

Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

Query-Driven Learning for Next Generation Predictive Modeling & Analytics.

Fotis Savva

Proceedings of the 2019 International Conference on Management of Data, 2019

Aggregate Query Prediction under Dynamic Workloads.

Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou

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

2018

Scalable aggregation predictive analytics - A query-driven machine learning approach.

Christos Anagnostopoulos, Fotis Savva, Peter Triantafillou

Appl. Intell., 2018

Explaining Aggregates for Exploratory Analytics.

Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018