A Layered Aggregate Engine for Analytics Workloads

Author:

Schleich Maximilian1,Olteanu Dan1,Abo Khamis Mahmoud2,Ngo Hung Q.2,Nguyen XuanLong3

Affiliation:

1. University of Oxford, Oxford, United Kingdom

2. relationalAI, Berkeley, CA, USA

3. University of Michigan, Ann Arbor, MI, USA

Funder

Infor Research

Google Research Award

European Union's Horizon 2020 research and innovation programme

National Science Foundation

Toyota Research

Margaret and Herman Sokol Faculty Award

Adobe Research

Publisher

ACM

Reference58 articles.

1. Mart'i n Abadi Paul Barham Jianmin Chen and etal 2016. TensorFlow: A System for Large-Scale Machine Learning. In OSDI. 265--283. Mart'i n Abadi Paul Barham Jianmin Chen and et al. 2016. TensorFlow: A System for Large-Scale Machine Learning. In OSDI. 265--283.

2. Christopher R. Aberger Susan Tu Kunle Olukotun and Christopher Ré. 2016. EmptyHeaded: A Relational Engine for Graph Processing. In SIGMOD. 431--446. 10.1145/2882903.2915213 Christopher R. Aberger Susan Tu Kunle Olukotun and Christopher Ré. 2016. EmptyHeaded: A Relational Engine for Graph Processing. In SIGMOD. 431--446. 10.1145/2882903.2915213

3. S. Abiteboul R. Hull and V. Vianu. 1995. Foundations of Databases .Addison-Wesley. 94019295 S. Abiteboul R. Hull and V. Vianu. 1995. Foundations of Databases .Addison-Wesley. 94019295

4. AC/DC;Khamis Mahmoud Abo;In-Database Learning Thunderstruck. In DEEM.,2018

5. Mahmoud Abo Khamis Hung Q. Ngo XuanLong Nguyen Dan Olteanu and Maximilian Schleich. 2018b. In-Database Learning with Sparse Tensors. In PODS. 325--340. 10.1145/3196959.3196960 Mahmoud Abo Khamis Hung Q. Ngo XuanLong Nguyen Dan Olteanu and Maximilian Schleich. 2018b. In-Database Learning with Sparse Tensors. In PODS. 325--340. 10.1145/3196959.3196960

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