Phanwadee Sinthong

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 14

Top Topics

Multivariate Time Series

Top Venues

Proc. VLDB Endow.

Publications

Yuqi Nie, Nam H. Nguyen, Phanwadee Sinthong, Jayant Kalagnanam
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers. ICLR (2023)
Vijay Ekambaram, Arindam Jati, Nam Nguyen, Phanwadee Sinthong, Jayant Kalagnanam
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting. KDD (2023)
Vijay Ekambaram, Arindam Jati, Nam Nguyen, Phanwadee Sinthong, Jayant Kalagnanam
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting. CoRR (2023)
Yuqi Nie, Nam H. Nguyen, Phanwadee Sinthong, Jayant Kalagnanam
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers. CoRR (2022)
Phanwadee Sinthong, Michael J. Carey
PolyFrame: A Retargetable Query-based Approach to Scaling Dataframes. Proc. VLDB Endow. 14 (11) (2021)
Phanwadee Sinthong, Dhaval Patel, Nianjun Zhou, Shrey Shrivastava, Arun Iyengar, Anuradha Bhamidipaty
DQDF: Data-Quality-Aware Dataframes. Proc. VLDB Endow. 15 (4) (2021)
Phanwadee Sinthong, Michael J. Carey
Exploratory Data Analysis with Database-backed Dataframes: A Case Study on Airbnb Data. IEEE BigData (2021)
Phanwadee Sinthong, Michael J. Carey, Yuhan Yao
Scale-independent Data Analysis with Database-backed Dataframes: a Case Study. EDBT/ICDT Workshops (2021)
Phanwadee Sinthong, Michael J. Carey
PolyFrame: A Retargetable Query-based Approach to Scaling DataFrames (Extended Version). CoRR (2020)
Phanwadee Sinthong, Kanak Mahadik, Somdeb Sarkhel, Saayan Mitra
Scaling Dnn-Based Video Analysis By Coarse-Grained And Fine-Grained Parallelism. ICME (2020)
Phanwadee Sinthong, Michael J. Carey
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version). CoRR (2019)
Phanwadee Sinthong, Michael J. Carey
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis. IEEE BigData (2019)
Wail Y. Alkowaileet, Sattam Alsubaiee, Michael J. Carey, Chen Li, Heri Ramampiaro, Phanwadee Sinthong, Xikui Wang
End-to-End Machine Learning with Apache AsterixDB. DEEM@SIGMOD (2018)
Wail Y. Alkowaileet, Sattam Alsubaiee, Michael J. Carey, Chen Li, Heri Ramampiaro, Phanwadee Sinthong, Xikui Wang
Enhancing Big Data with Semantics: The AsterixDB Approach (Poster). ICSC (2018)