Activeeon Blog

We help you get better with workload orchestration, job scheduling, IT automation and machine learning

Latest articles

batch job processing

4 min

Oct 4, 2023 from Activeeon

Batch Processing - alive and kicking in modern IT

Batch processing is used to execute many tasks or non-interactive jobs at once. It is used where a fast response time is not critical or for very large files....

Tags:
mlops-and-llms

7 min

Jul 18, 2023 from Activeeon

Deploying and Monitoring Large Language Models (LLMs) with ProActive AI Orchestration and MLOps Dashboard

In this blog, we will address the complexity of deploying and monitoring LLMs and show you how to simplify it using ProActive AI Orchestration and its MLOps Dashboard....

Tags:
cpu

6 min

Jun 23, 2023 from Activeeon

Activeeon MLOps Dashboard

Dans cet article, nous allons présenter le tableau de bord AI Orchestration et ses fonctionnalités, caractéristiques et interfaces. Le tableau de bord se compose de 3 onglets principaux....

Tags:
notifications on computer and phone

4 min

Apr 28, 2021 from Activeeon

Event-based and custom alerting: receive notifications of workflow execution

Notification service allows users to subscribe to event-based notifications triggered either by workflow executions and their tasks, the scheduler or job planner....

Tags:
money

4 min

Oct 23, 2020 from Activeeon

Neural Architecture Search on ProActive AI Orchestration

Deep learning algorithms are a series of (deep) neural networks that learn to recognise patterns from data. However, finding high-performance neural networks architectures for a certain type of application can demand many years of research...

Tags:
datacenter

3 min

Sep 3, 2020 from Activeeon

Running parallel Machine Learning algorithms made easy with ProActive AI Orchestration

Let’s suppose that you have a large infrastructure containing several machines that have different operating systems (e.g. Microsoft Windows, Linux, MacOS) and distinct hardware configurations...

Tags:
Photo by Florian Krumm on Unsplash

3 min

Mar 13, 2020 from Activeeon

Third-party systems & services management with ProActive workflows

Users can interact with third-party systems in two ways: using ProActive web portals (Studio, Automation Dashboard, Scheduler, Resource Manager) or using APIs (REST, Java, CLI, etc.)...

Tags:
controller cpu by clyde he

2 min

Dec 5, 2019 from Activeeon

Resource-based job execution management

A job scheduler executes workloads based on a certain scheduling policy. An advanced job scheduling solution can support several scheduling policies that determine how jobs and tasks will be scheduled. These include First-In-First-Out (FIFO), Earliest deadline first (EDF), and License-based policies....

Tags:
proactive on openshift okd

2 min

Aug 20, 2019 from Activeeon

How to deploy ProActive Job Scheduler on OpenShift cluster

OpenShift allows you to use your own scheduler on the platform by editing the configuration...

Tags:
calendar job planner

2 min

Jul 2, 2019 from Activeeon

Time-based scheduling with job planner

Job planner allows to set up custom and recurrent execution of selected workflows based on calendar rules. You can schedule recurring jobs, i.e. every hour, every 1st day of the month, every week day,...

Tags:
datacenter cloud

2 min

Jun 12, 2019 from Activeeon

Microsoft Azure integration with elastic dynamic deployment

Microsoft Azure resources are hosted in data centers spread over geographical regions worldwide, allowing users to reach the standard 99.95% VM Service Level Agreement. Users can manage Azure resources using the Azure web portal, the Azure CLI or the dedicated Azure REST API....

Tags:
abstract background

3 min

May 31, 2019 from Activeeon

Distributed processing of DNA sequencing data

MetaGenoPolis, an INRA platform specialized in sequencing and DNA analysis of the intestinal microbiota, processes a very large volume of sensitive data on a daily basis. Processing, storage and security are a real challenge....

Tags:
jupyter at scale

6 min

May 16, 2019 from Activeeon

Beyond SDK, master Pragmas

Stay flexible and follow AGILE principles, embrace the latest Jupyter Kernel from Activeeon to ease access to specialized, larger machines and distribution mechanisms at scale....

Tags:
child build with lego

6 min

May 6, 2019 from Activeeon

How to leverage Auto ML with ProActive AI Orchestration?

Use built-in templates to get started with auto-ml and scale your hyperparameter optimization....

Tags:
machine learning paths

6 min

Apr 25, 2019 from Activeeon

The 5 challenges of an Auto ML implementation

Auto ML theories are gaining popularity and multiple solutions are gaining traction in the open source community. However, there is still a large gap between theory and practice. Let's identify some of the challenges....

Tags:
workload scheduler replacement discussion

4 min

Mar 14, 2019 from Activeeon

It's time to replace your legacy workload scheduler

In many IT/devOps departments, when it comes to make changes in core IT systems, the decision is hard to take due to lack of time or resources for such transformation. Indeed, job scheduling software is the central point of control of all IT processes and workloads...

Tags:
Sound studio

4 min

Feb 25, 2019 from Activeeon

Powershell: Improve dev & maintenance of your scripts in operation

Industrialize scripts at scale with 6 key features required in automation solutions...

Tags:
Satellite images from rocks and red sands

6 min

Feb 11, 2019 from Activeeon

CNES: open access to satellite data to protect Earth

How to monitor Earth and its evolution? How to register and forecast changes to better protect our planet? Those are challenges addressed by the CNES which offers for free satellites images to the public....

Tags:
background of blue clouds

3 min

Feb 7, 2019 from Activeeon

From hybrid cloud to multi cloud, 3 steps to overcome

The migration of hybrid to multi-cloud is of interest to all firms. Which prerequisites are recommended? How to organize the transfer of data?...

Tags:
What is IT automation?

2 min

Oct 17, 2018 from Activeeon

What is IT automation?

IT automation helps improve and accelerate the execution of computations. It ensures flexibility, cost savings and scalability to your business....

Tags:
Parallel computing in R

3 min

Oct 3, 2018 from Activeeon

Parallel computing in R

Scale your R computations with without leaving the R studio...

Tags: