Phanwadee Sinthong

16 papers A* 2A 1Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Memory-Efficient Batching for Time Series Transformer Training: A Systematic Evaluation.
Algorithms
Phanwadee Sinthong, Nam Nguyen, Vijay Ekambaram, Arindam Jati, Jayant Kalagnanam, Peeravit Koad
2023 A* conf
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers.
ICLR
Yuqi Nie, Nam H. Nguyen, Phanwadee Sinthong, Jayant Kalagnanam
2023 A* conf
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting.
KDD
Vijay Ekambaram, Arindam Jati, Nam Nguyen, Phanwadee Sinthong, Jayant Kalagnanam
2023 J jnl
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting.
CoRR
Vijay Ekambaram, Arindam Jati, Nam Nguyen, Phanwadee Sinthong, Jayant Kalagnanam
2022 J jnl
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers.
CoRR
Yuqi Nie, Nam H. Nguyen, Phanwadee Sinthong, Jayant Kalagnanam
2021 — —
A Retargetable Query-based Approach to Scaling Dataframes.
Phanwadee Sinthong
2021 J jnl
DQDF: Data-Quality-Aware Dataframes.
Proc. VLDB Endow.
Phanwadee Sinthong, Dhaval Patel, Nianjun Zhou, Shrey Shrivastava, Arun Iyengar, Anuradha Bhamidipaty
2021 — conf
Exploratory Data Analysis with Database-backed Dataframes: A Case Study on Airbnb Data.
IEEE BigData
Phanwadee Sinthong, Michael J. Carey
2021 J jnl
PolyFrame: A Retargetable Query-based Approach to Scaling Dataframes.
Proc. VLDB Endow.
Phanwadee Sinthong, Michael J. Carey
2021 — conf
Scale-independent Data Analysis with Database-backed Dataframes: a Case Study.
EDBT/ICDT Workshops
Phanwadee Sinthong, Michael J. Carey, Yuhan Yao
2020 J jnl
PolyFrame: A Retargetable Query-based Approach to Scaling DataFrames (Extended Version).
CoRR
Phanwadee Sinthong, Michael J. Carey
2020 A conf
Scaling Dnn-Based Video Analysis By Coarse-Grained And Fine-Grained Parallelism.
ICME
Phanwadee Sinthong, Kanak Mahadik, Somdeb Sarkhel, Saayan Mitra
2019 J jnl
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version).
CoRR
Phanwadee Sinthong, Michael J. Carey
2019 — conf
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis.
IEEE BigData
Phanwadee Sinthong, Michael J. Carey
2018 — conf
End-to-End Machine Learning with Apache AsterixDB.
DEEM@SIGMOD
Wail Y. Alkowaileet, Sattam Alsubaiee, Michael J. Carey, Chen Li, Heri Ramampiaro, Phanwadee Sinthong, Xikui Wang
2018 — conf
Enhancing Big Data with Semantics: The AsterixDB Approach (Poster).
ICSC
Wail Y. Alkowaileet, Sattam Alsubaiee, Michael J. Carey, Chen Li, Heri Ramampiaro, Phanwadee Sinthong, Xikui Wang