Fotis Savva

12 papers A* 1B 1Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2021 — —
Query-driven learning for automating exploratory analytics in large-scale data management systems.
Fotis Savva
2021 B conf
TSMF: Network Latency Estimation using Matrix Factorization and Time Series Forecasting.
Networking
Fotis Savva, Christos Anagnostopoulos, Dimitrios Pezaros
2020 J jnl
Adaptive learning of aggregate analytics under dynamic workloads.
Future Gener. Comput. Syst.
Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou
2020 J jnl
Large-scale Data Exploration Using Explanatory Regression Functions.
ACM Trans. Knowl. Discov. Data
Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou, Kostas Kolomvatsos
2020 J jnl
ML-AQP: Query-Driven Approximate Query Processing based on Machine Learning.
CoRR
Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou
2020 A* conf
SuRF: Identification of Interesting Data Regions with Surrogate Models.
ICDE
Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou
2019 J jnl
Adaptive Learning of Aggregate Analytics under Dynamic Workloads.
CoRR
Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou
2019 — conf
Aggregate Query Prediction under Dynamic Workloads.
IEEE BigData
Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou
2019 — conf
Query-Driven Learning for Next Generation Predictive Modeling & Analytics.
SIGMOD Conference
Fotis Savva
2018 — conf
Explaining Aggregates for Exploratory Analytics.
IEEE BigData
Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou
2018 J jnl
Explaining Aggregates for Exploratory Analytics.
CoRR
Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou
2018 J jnl
Scalable aggregation predictive analytics - A query-driven machine learning approach.
Appl. Intell.
Christos Anagnostopoulos, Fotis Savva, Peter Triantafillou