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DevOps: Enable concurrency of Machine Learning pipelines (Kubernetes / AWS / GitLab runners)

€18-36 EUR / hour

Lukket
Slået op over 2 år siden

€18-36 EUR / hour

MLReef is the collaboration platform for Machine Learning projects. It is an "end-to-end" development platform that relies heavily on cloud computing for running data pipelines. Objective The main objective of this task is to enable a per account concurrency in how many pipelines a user can execute at the same time. (e.g. As a user I want to start 10 experiments at the same time). This concurrency is mainly controlled by a. the user membership tier and b. the infrastructure of MLReef. MLReef has built its services using the CE edition of GitLab. It includes GitLab runners that spawn machines for the data pipelines. These runners are limited in their capabilities (one runner can spawn and manage around 10 machines at the same time). We need a method for scaling GitLab runners based on real-time usage by the users and dependent on the machine type the user selected. The position required here is DevOps focused (in close work with backend developer), who has experience in: - AWS Services - Kubernetes - Ideally GitLab Runners (not mandatory, as these are "simple" tasks)
Projekt-ID: 32187350

Om projektet

13 forslag
Projekt på afstand
Aktiv 2 år siden

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13 freelancere byder i gennemsnit €27 EUR/time på dette job
Brug Avatar.
Hi there,I'm biddin on your project "DevOps: Enable concurrency of Machine Learning pipelines (Kubernetes / AWS / GitLab runners)" I have read your project description and i'm an expert in Machine learning/Python/C++/Java and Data science therefore i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the project. Thanks. .. .
€44 EUR på 1063 dage
5,0 (23 anmeldelser)
6,2
6,2
Brug Avatar.
Hi, We are AWS experts and certified and can do this. We can deploy your gitlab runner in either ec2 autoscalling or in kubernetes with cluster scaler . Please get in touch to start. Thanks
€33 EUR på 10 dage
4,8 (52 anmeldelser)
5,1
5,1
Brug Avatar.
Hi, client. I am Highly interested in your job because I am living on DevOps having 3+ years experiences. Last year I have developed several Devops projects. I can show you those to prove my ability. please send me a message for more discussion. Thanks. doan.
€27 EUR på 40 dage
0,0 (0 anmeldelser)
0,0
0,0
Brug Avatar.
Hello! I can surely help you with end-to-end development with my highest quality performance, having 2+ year of experience as a AWS, ML, Cloud Computing, Kubernetes ,Github, Jenkins, Docker, Linux, CI/CD, and more. **I can dedicate 30 to 35 hours per week to this project and deliver you time to time updates regarding project status/processes within the deadline. Let's connect so I can start to right away. Kind regards, Shashi
€20 EUR på 40 dage
0,0 (0 anmeldelser)
0,0
0,0
Brug Avatar.
Hello, I am Koki based in Japan, Fullstack web developer with over 7 years of hands-on experience in web application development I have read the job description and found it very interesting and I am a good fit for this project. Also i have good experience to Machine learning My main stacks are React, Vue, ES6, javascript, Python and Bootstrap. For backend, I use node(express), laravel For database, Postgresql, Mysql, Mongodb are good from my experience I am good at developing or using REST APIs in Single Page Applications I have built many SaaS web applications using React/Typescript and node with some excellent architects and developers I will be dedicated and detail-oriented. Looking forward to hearing from you. Thank you Koki
€30 EUR på 40 dage
0,0 (0 anmeldelser)
0,0
0,0
Brug Avatar.
We have expertise in Azure Architect and AWS, Azure & GCP Certified Professional Cloud Architect with multi-tasking skills having more over 10 years of extensive experience in AWS, Azure & Google Cloud Architecture, Cloud Engineering, DevOps Engineering, Office 365 Administration, Windows and Linux System Administration, etc. We are also expert on AWS, Azure, Google Cloud, Docker, Kubernetes, Terraform, Ansible, Jenkins and AWS & Azure DevOps. We can design, architect, configure and automate your AWS, Azure, Google Cloud Infrastructure and DevOps Automation. We can handle your project with all required skills and requirements. We have worked on several similar projects and also very much interested to hear more about this project. QUERY: + Do you have any specified document based on which we could get to know more detail in an efficient manner and provide you a detailed proposal for the same? ## However, We have few more queries that we would like to discuss with you in detail after getting full details of the required project. Kindly revert with any query or concern if you have any regarding the project with us. We will be glad to assist you. ##
€18 EUR på 40 dage
0,0 (0 anmeldelser)
0,0
0,0
Brug Avatar.
Our DevOps expertise: Our DevOps help in transitioning your delivery solutions to the cloud. We Build, test, and deploy applications on the DevOps Cloud with Cloud native tools. We can Dockerize your applications, write their Kubernetes configuration and deploy on any cloud platform. We can also move applications to Docker container in terms to achieve optimize resources utilization and to support microservices architecture. We can install and setup Jenkins in Cloud and Onpreme Server and can also handle it’s nodes. We implement CI/CD using our existing frameworks and enable companies to continuously move up in the ladder of DevOps Maturity Model. We are also capable of implementing CI-CD Pipelines using Jenkins. LDAP Integration and implement RBAC on Jenkins. We are expert in Selenium services using Selenium webdriver and can design test cases. We can also do automation testing using Selenium, JUnit and Ant. We are excellent at Ansible Command line and Ansible Playbook. Can help you automate anything using Ansible Playbooks. Let it be an application deployment or IT ops. Also Capable of deploying Docker swarm and K8s clusters, deploy application containers and automation deploy with Ansible.
€25 EUR på 40 dage
0,0 (0 anmeldelser)
0,0
0,0

Om klienten

Flag for AUSTRIA
Neidling, Austria
0,0
0
Medlem siden jun. 21, 2021

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