Pierre SAUVAGE

Big Data Solution Architect

Published articles

TensorFlow installation on Docker

TensorFlow installation on Docker

Categories: Containers Orchestration, Data Science, Learning | Tags: CPU, Jupyter, Linux, AI, Deep Learning, Docker, TensorFlow

TensorFlow is an Open Source software from Google for numerical computation using a graph representation: Vertex (nodes) represent mathematical operations Edges represent N-dimensional data arrayā€¦

Pierre SAUVAGE

By Pierre SAUVAGE

Aug 5, 2019

Druid and Hive integration

Druid and Hive integration

Categories: Big Data, Business Intelligence, Tech Radar | Tags: LLAP, OLAP, Druid, Hive, Data Analytics, SQL

This article covers the integration between Hive Interactive (LDAP) and Druid. One can see it as a complement of the Ultra-fast OLAP Analytics with Apache Hive and Druid article. Tools descriptionā€¦

Pierre SAUVAGE

By Pierre SAUVAGE

Jun 17, 2019

Kubernetes Storage Primitives for Stateful Workloads

Kubernetes Storage Primitives for Stateful Workloads

Categories: Cloud Computing, Containers Orchestration, Open Source Summit Europe 2017 | Tags: Container Storage Interface (CSI), PVC, Azure, Docker, GCE, Kubernetes, Storage

This article is based on the presentation ā€œIntroduction to Kubernetes Storage Primitives for Stateful Workloadsā€ from the OSS Convention Prague 2017 by the {Code} team. So, letā€™s start, what isā€¦

Pierre SAUVAGE

By Pierre SAUVAGE

Oct 28, 2017

Advanced multi-tenant Hadoop and Zookeeper protection

Advanced multi-tenant Hadoop and Zookeeper protection

Categories: Big Data, Infrastructure | Tags: DoS, iptables, Operation, Scalability, Zookeeper, Clustering, Consensus

Zookeeper is a critical component to Hadoopā€™s high availability operation. The latter protects itself by limiting the number of maximum connections (maxConns = 400). However Zookeeper does not protectā€¦

Pierre SAUVAGE

By Pierre SAUVAGE

Jul 5, 2017

Apache Apex with Apache SAMOA

Apache Apex with Apache SAMOA

Categories: Data Science, Events, Tech Radar | Tags: Apex, Samoa, Storm, Tools, Flink, Hadoop, Machine Learning

Traditional Machine Learning Batch Oriented Supervised - most common Training and Scoring One time model building Data set Training: Model building Holdout: Paremeter tuning Test: Accuracy Onlineā€¦

Pierre SAUVAGE

By Pierre SAUVAGE

Jul 17, 2016

Network Namespace without Docker

Network Namespace without Docker

Categories: Hack | Tags: DNS, Linux, Namespaces, VLAN, Docker, Network

Letā€™s imagine the following use case: I am connected to several networks (wlan0, eth0, usb0). I want to choose which network Iā€™m gonna use when I launch apps. My app doesnā€™t allow me to choose aā€¦

Pierre SAUVAGE

By Pierre SAUVAGE

Jul 6, 2016

Canada - Morocco - France

We are a team of Open Source enthusiasts doing consulting in Big Data, Cloud, DevOps, Data Engineering, Data Scienceā€¦

We provide our customers with accurate insights on how to leverage technologies to convert their use cases to projects in production, how to reduce their costs and increase the time to market.

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