BIFROST is a novel query engine for graph databases that supports high-fidelity data modeling on arbitrary and evolving graph topologies. It dynamically optimizes queries …
J Cahoon, A Savelieva, AC Mueller… - NeurIPS 2022 First …, 2022 - openreview.net
The total addressable market for data applications has been estimated at\$70 B. This includes the\$11 B market for data integration, which is estimated to grow at 25% in the …
SS Monir, D Zhao - 2024 7th International Conference on …, 2024 - ieeexplore.ieee.org
For popular machine learning (ML) models like MobileNetV3 and ResNet, the extraction and storage of image features serve as a critical step for both the training and inference stages …
Over the last decades, the data processing environment significantly changed. Nowadays, data-centric applications process ever-growing volumes of data with increasing velocity. At …
Today's computing systems are highly heterogeneous, both in terms of the hardware that they are built from and the software that they run. This heterogeneity provides key benefits …
F Mahling, P Rößler, T Bodner, T Rabl - VLDB Workshops, 2023 - hpi.de
The MapReduce programming model and its open-source implementation Hadoop have democratized large-scale data processing by providing ease-of-use and scalability …
Over the last decades, the data processing environment significantly changed. Nowadays, data-centric applications process ever-growing volumes of data with increasing velocity. At …