Modernized Data Workloads with RenoCube
Binh Nguyen
Head of DevOps
At Renova Cloud, we understand the evolving needs of businesses in managing modern data workloads. Our partnership with AWS enables us to provide innovative, scalable, and modular solutions tailored to diverse applications across industries.
How We Help: Our Expertise on AWS
Challenge:
Organizations often face high infrastructure costs, scalability challenges, and the need for rapid deployment when managing complex data workloads.
Our Solution:
Renova Cloud’s RenoCube is a prebuilt solution that leverages Amazon Elastic Kubernetes Service (EKS) to deploy intensive container-based data workloads with built-in native integration on AWS. RenoCube provides low-latency networks, scalable file systems, and high-performance computing resources. With RenoCube, businesses can quickly access AWS’s high-performance infrastructure, securely interact with AWS services, and launch data workloads globally in minutes while following the GitOps model and AWS best practices.
Solution Overview
Architecture on AWS
Key Workloads Integrated with RENOZONE – AWS Custom Landing Zone:
- Central Management Account: The management account is designed to host the data management services. Amazon ECS is leveraged to run container workloads, which can simplify and reduce operational overhead. Amazon ECS offers an autoscaling mechanism to adjust compute resources based on demand and optimize AWS infrastructure costs.
- Data Production Account: Amazon EKS cluster with AWS native integration that supports various data use cases, including compute-intensive, data-intensive, and GPU-intensive workloads.
- Karpenter: an AWS open-source node lifecycle management project for Kubernetes that enables automated and dynamic EKS node management. By automatically provisioning nodes based on specific pod requirements and retiring them when no longer needed, Karpenter optimizes workloads with compute resources categorized into general-purpose, memory-intensive, and GPU-intensive groups. Leveraging a 4:6 ratio of Spot and On-Demand capacity, RenoCube tailors infrastructure to client needs, ensuring efficient resource allocation and cost savings.
- Amazon FSx for Lustre: a scalable, high-performance file system that supports data-intensive workloads and enables efficient data processing. FSx for Lustre supports simultaneous data read and write operations, reducing data processing lead times through a warm-up strategy that prioritizes Amazon Simple Storage Service (Amazon S3) bucket data using “lazy loading”. This optimization minimizes worker pod delays and prevents data processing crashes, ensuring swift, reliable data transitions and enhanced efficiency for system development.
Key Features and Benefits
- IaC Template:
- Standardized deployment and governance across environments with a git-based approach.
- Faster provisioning of AWS infrastructure globally in minutes using Terraform.
- Comprehensive Architecture
- A reference AWS architecture provides massive data processing workloads and AI/ML ready that follows AWS best practices.
- Integration
- AWS native and 3rd parties integration offer dynamic resource scaling, a high-throughput network interface, a parallel file system, an advanced job scheduler, monitoring, and AWS native security services.
- AL/ML Ready
- Support AWS purpose-built chip and Nvidia GPU.
Success Story: Empowering an EV Manufacturer
Client: Leading Electric Vehicle Manufacturer
Results:
- Processed 45 terabytes of data daily with improved scalability.
- Achieved up to 90% cost savings through Infrastructure as Code (IaC) and dynamic resource provisioning.
- Enabled rapid deployment of new features and support for global expansion.
Why Choose Renova Cloud?
- Expertise: We specialize in transitioning legacy workloads to the cloud and leveraging AWS technologies for innovative solutions.
- Customer Focus: Our commitment to customer satisfaction drives us to enhance your business value.
- Collaboration: We work closely with your team to ensure a smooth transition and up-skill your internal resources.
Get Started Today!
Interested in implementing advanced technology solutions for your business with AWS and Terraform?
Contact Renova Cloud for a personalized consultation!
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