Supun Nakandala

发表

Materialization Trade-offs for Feature Transfer from Deep CNNs for Multimodal Data Analytics

Supun Nakandala, Arun Kumar, Arun Kumar, 2018 .

Application of Convolutional Neural Network Algorithms for Advancing Sedentary and Activity Bout Classi ﬁ cation

Marta M. Jankowska, Sheri J. Hartman, L. Natarajan, 2021 .

CHAP-child: an open source method for estimating sit-to-stand transitions and sedentary bout patterns from hip accelerometers among children

Marta M. Jankowska, Rong W. Zablocki, L. Natarajan, 2022, International Journal of Behavioral Nutrition and Physical Activity.

CHAP-Adult: A Reliable and Valid Algorithm to Classify Sitting and Measure Sitting Patterns Using Data From Hip-Worn Accelerometers in Adults Aged 35+

Marta M. Jankowska, Rong W. Zablocki, N. Owen, 2022, Journal for the Measurement of Physical Behaviour.

Apache Airavata Sharing Service: A Tool for Enabling User Collaboration in Science Gateways

Marlon E. Pierce, Suresh Marru, Supun Nakandala, 2017, PEARC.

Incremental and Approximate Computations for Accelerating Deep CNN Inference

Arun Kumar, Y. Papakonstantinou, Supun Nakandala, 2020, ACM Trans. Database Syst..

Extending Relational Query Processing with ML Inference pdf

Carlo Curino, Fotis Psallidas, Supun Nakandala, 2019, CIDR.

Community Science Exemplars in SEAGrid Science Gateway: Apache Airavata Based Implementation of Advanced Infrastructure

Marlon E. Pierce, Suresh Marru, Supun Nakandala, 2016, ICCS.

Application of Convolutional Neural Network Algorithms for Advancing Sedentary and Activity Bout Classification.

Jordan A. Carlson, Loki Natarajan, Supun Nakandala, 2021, Journal for the measurement of physical behaviour.

The CNN Hip Accelerometer Posture (CHAP) Method for Classifying Sitting Patterns from Hip Accelerometers: A Validation Study

Marta M. Jankowska, A. LaCroix, L. Natarajan, 2021, Medicine and science in sports and exercise.

Cerebro: A Data System for Optimized Deep Learning Model Selection

Supun Nakandala, Arun Kumar, Yuhao Zhang, 2020, Proc. VLDB Endow..

Gendered Conversation in a Social Game-Streaming Platform pdf

Supun Chathuranga Nakandala, Supun Nakandala, 2016, ICWSM.

Query Optimization for Faster Deep CNN Explanations

Yannis Papakonstantinou, Arun Kumar, Supun Nakandala, 2020, SIGMOD Rec..

Vista: Optimized System for Declarative Feature Transfer from Deep CNNs at Scale

Supun Nakandala, Arun Kumar, Arun Kumar, 2020, SIGMOD Conference.

Demonstration of Krypton: Optimized CNN Inference for Occlusion-based Deep CNN Explanations

Xin Li, Supun Nakandala, Arun Kumar, 2019, Proc. VLDB Endow..

Incremental and Approximate Inference for Faster Occlusion-based Deep CNN Explanations

Yannis Papakonstantinou, Supun Nakandala, Arun Kumar, 2019, SIGMOD Conference.

FASTER OCCLUSION-BASED DEEP CNN EXPLANATIONS

Arun Kumar, Supun Nakandala, 2019 .

Apache Airavata security manager: Authentication and authorization implementations for a multi-tenant escience framework

Marlon E. Pierce, Suresh Marru, Supun Nakandala, 2016, 2016 IEEE 12th International Conference on e-Science (e-Science).

Nautilus: An Optimized System for Deep Transfer Learning over Evolving Training Datasets

Arun Kumar, Supun Nakandala, Supun Nakandala, 2022, SIGMOD Conference.

Incremental and Approximate Computations for Accelerating Deep CNN Inference

Arun Kumar, Y. Papakonstantinou, Supun Nakandala, 2020, ACM Trans. Database Syst..

Low movement, deep-learned sitting patterns, and sedentary behavior in the International Study of Childhood Obesity, Lifestyle and the Environment (ISCOLE)

Marta M. Jankowska, L. Natarajan, P. Katzmarzyk, 2023, International Journal of Obesity.