Zobrazeno 1 - 10
of 29
pro vyhledávání: '"Polo, Jordà"'
Autor:
Pasini, Massimiliano Lupo, Choi, Jong Youl, Mehta, Kshitij, Zhang, Pei, Rogers, David, Bae, Jonghyun, Ibrahim, Khaled Z., Aji, Ashwin M., Schulz, Karl W., Polo, Jorda, Balaprakash, Prasanna
We present our work on developing and training scalable, trustworthy, and energy-efficient predictive graph foundation models (GFMs) using HydraGNN, a multi-headed graph convolutional neural network architecture. HydraGNN expands the boundaries of gr
Externí odkaz:
http://arxiv.org/abs/2406.12909
As the number of installed cameras grows, so do the compute resources required to process and analyze all the images captured by these cameras. Video analytics enables new use cases, such as smart cities or autonomous driving. At the same time, it ur
Externí odkaz:
http://arxiv.org/abs/2111.15451
Autor:
Rivas, Daniel, Guim, Francesc, Polo, Jordà, Silva, Pubudu M., Berral, Josep Ll., Carrera, David
Judging by popular and generic computer vision challenges, such as the ImageNet or PASCAL VOC, neural networks have proven to be exceptionally accurate in recognition tasks. However, state-of-the-art accuracy often comes at a high computational price
Externí odkaz:
http://arxiv.org/abs/2104.06826
Publikováno v:
Euro-Par 2018: Euro-Par 2018: Parallel Processing Workshops
Massive exploitation of next-generation sequencing technologies requires dealing with both: huge amounts of data and complex bioinformatics pipelines. Computing architectures have evolved to deal with these problems, enabling approaches that were unf
Externí odkaz:
http://arxiv.org/abs/2007.02813
Autor:
Rivas, Daniel, Guim, Francesc, Polo, Jordà, Silva, Pubudu M., Berral, Josep Ll., Carrera, David
Publikováno v:
In Future Generation Computer Systems September 2022 134:399-413
The emergence of Next Generation Sequencing (NGS) platforms has increased the throughput of genomic sequencing and in turn the amount of data that needs to be processed, requiring highly efficient computation for its analysis. In this context, modern
Externí odkaz:
http://arxiv.org/abs/1712.03254
Autor:
Amaral, Marcelo, Polo, Jordà, Carrera, David, Mohomed, Iqbal, Unuvar, Merve, Steinder, Malgorzata
Microservices architecture has started a new trend for application development for a number of reasons: (1) to reduce complexity by using tiny services; (2) to scale, remove and deploy parts of the system easily; (3) to improve flexibility to use dif
Externí odkaz:
http://arxiv.org/abs/1511.02043
Autor:
Jakšić, Zoran, Cadenelli, Nicola, Prats, David Buchaca, Polo, Jordà, Berral Garcia, Josep Lluís, Perez, David Carrera
Publikováno v:
In Future Generation Computer Systems March 2020 104:201-211
Publikováno v:
In Future Generation Computer Systems May 2019 94:148-159
Publikováno v:
Concurrency & Computation: Practice & Experience; 6/25/2023, Vol. 35 Issue 14, p1-15, 15p