Kumar Gaurav received an ITIL® Intermediate Certificate in IT Service Operation on January 29, 2016 with a unique identification number of GR754046716KG 9980019142677225 as printed on the certificate dated February 2, 2016.
Concours inter-quartiers des Sapins de Noël 2016 - ville d’Ergué-GabéricVille d'Ergué-Gabéric
Samedi 7 janvier à L’Athéna, les 11 participants du concours inter-quartiers du plus beau sapin de Noël étaient invités à la remise des prix. Le jury a dévoilé le palmarès 2016.
Découvrez tous les sapins en images !
Impunidades criminosas um filme que dá voz à mulher moçambicana?Fatima Regina Nunes
Este trabalho propõe uma análise do discurso cinematográfico sobre o longa metragem moçambicano inspirado em relatos de mulheres vítimas de violência doméstica. Com fundamentação teórica a partir do pensador Michel Foucault e sua repercussão na mídia impressa local.
Accelerating Machine Learning Applications on Spark Using GPUsIBM
Matrix factorization (MF) is widely used in recommendation systems. We present cuMF, a highly-optimized matrix factorization tool with supreme performance on graphics processing units (GPUs) by fully utilizing the GPU compute power and minimizing the overhead of data movement. Firstly, we introduce a memory-optimized alternating least square (ALS) method by reducing discontiguous memory access and aggressively using registers to reduce memory latency. Secondly, we combine data parallelism with model parallelism to scale to multiple GPUs.
Results show that with up to four GPUs on one machine, cuMF can be up to ten times as fast as those on sizable clusters on large scale problems, and has impressively good performance when solving the largest matrix factorization problem ever reported.
Concours inter-quartiers des Sapins de Noël 2016 - ville d’Ergué-GabéricVille d'Ergué-Gabéric
Samedi 7 janvier à L’Athéna, les 11 participants du concours inter-quartiers du plus beau sapin de Noël étaient invités à la remise des prix. Le jury a dévoilé le palmarès 2016.
Découvrez tous les sapins en images !
Impunidades criminosas um filme que dá voz à mulher moçambicana?Fatima Regina Nunes
Este trabalho propõe uma análise do discurso cinematográfico sobre o longa metragem moçambicano inspirado em relatos de mulheres vítimas de violência doméstica. Com fundamentação teórica a partir do pensador Michel Foucault e sua repercussão na mídia impressa local.
Accelerating Machine Learning Applications on Spark Using GPUsIBM
Matrix factorization (MF) is widely used in recommendation systems. We present cuMF, a highly-optimized matrix factorization tool with supreme performance on graphics processing units (GPUs) by fully utilizing the GPU compute power and minimizing the overhead of data movement. Firstly, we introduce a memory-optimized alternating least square (ALS) method by reducing discontiguous memory access and aggressively using registers to reduce memory latency. Secondly, we combine data parallelism with model parallelism to scale to multiple GPUs.
Results show that with up to four GPUs on one machine, cuMF can be up to ten times as fast as those on sizable clusters on large scale problems, and has impressively good performance when solving the largest matrix factorization problem ever reported.