Zobrazeno 1 - 10
of 13
pro vyhledávání: '"Alberto Parravicini"'
Autor:
Alberto Parravicini, Rene Mueller
Publikováno v:
2021 IEEE International Symposium on Workload Characterization (IISWC).
Autor:
Carlo Tornelli, Marco D. Santambrogio, Enea Bionda, Andrea Damiani, Guido Walter Di Donato, Francesca Soldan, Alberto Parravicini
Publikováno v:
RTSI
Knowledge Graphs (KGs) demonstrated promising application perspective in different scenarios, especially when combined with Graph Machine Learning (GML) techniques able to interpret and infer over facts. Given the natural network structures of Smart
Autor:
Edoardo Ramalli, Alberto Parravicini, Guido W. Di Donato, Mirko Salaris, Celine Hudelot, Marco D. Santambrogio
Drug repurposing is more relevant than ever due to drug development's rising costs and the need to respond to emerging diseases quickly. Knowledge graph embedding enables drug repurposing using heterogeneous data sources combined with state-of-the-ar
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::84ed18ac8f63fbfe1ec3c9efc08b173c
http://arxiv.org/abs/2108.13051
http://arxiv.org/abs/2108.13051
Publikováno v:
FCCM
Large-scale eigenvalue computations on sparse matrices are a key component of graph analytics techniques based on spectral methods. In such applications, an exhaustive computation of all eigenvalues and eigenvectors is impractical and unnecessary, as
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::45ca6b35e5858318a2b90fa26122a02d
http://arxiv.org/abs/2103.10040
http://arxiv.org/abs/2103.10040
Publikováno v:
DAC
Top-K SpMV is a key component of similarity-search on sparse embeddings. This sparse workload does not perform well on general-purpose NUMA systems that employ traditional caching strategies. Instead, modern FPGA accelerator cards have a few tricks u
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0f5e02da648aeba9e6deaec45fba80a4
http://arxiv.org/abs/2103.04808
http://arxiv.org/abs/2103.04808
Publikováno v:
ASP-DAC
Sparse matrix-vector multiplication is often employed in many data-analytic workloads in which low latency and high throughput are more valuable than exact numerical convergence. FPGAs provide quick execution times while offering precise control over
Publikováno v:
RTSI
Fraud is ubiquitous in both institutions and private companies, costing $1.9 billion in losses in the US, in 2019 alone. Fraud detection introduces a way to mitigate these losses while ensuring better security and enabling trust between all parties.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::768cd06a510eadacc7151d4cf1273f59
http://hdl.handle.net/11311/1204553
http://hdl.handle.net/11311/1204553
Publikováno v:
IPDPS
GPUs are readily available in cloud computing and personal devices, but their use for data processing acceleration has been slowed down by their limited integration with common programming languages such as Python or Java. Moreover, using GPUs to the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::03e3d077aa40fb1c583bb33d1a138961
http://arxiv.org/abs/2012.09646
http://arxiv.org/abs/2012.09646
Publikováno v:
RTSI
Proteins perform an innumerable number of functions within living organisms, and the understanding of their interactions is a primary challenge for medicine and biology. The most natural way to represent their structure and their complex interactions
Publikováno v:
GRADES/NDA@SIGMOD/PODS
Entity Linking, the task of mapping ambiguous Named Entities to unique identifiers in a knowledge base, is a cornerstone of multiple Information Retrieval and Text Analysis systems. So far, no single entity linking algorithm has been able to offer th