Loft vs. MapReduce Comparison


Loft Loft Labs	MapReduce Baidu AI Cloud	+	+
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About Most Kubernetes platforms let you spin up and manage Kubernetes clusters. Loft doesn't. Loft is an advanced control plane that runs on top of your existing Kubernetes clusters to add multi-tenancy and self-service capabilities to these clusters to get the full value out of Kubernetes beyond cluster management. Loft provides a powerful UI and CLI but under the hood, it is 100% Kubernetes, so you can control everything via kubectl and the Kubernetes API, which guarantees great integration with existing cloud-native tooling. Building open-source software is part of our DNA. Loft Labs is CNCF and Linux Foundation member. Loft allows companies to empower their employees to spin up low-cost, low-overhead Kubernetes environments for a variety of use cases.	About You can perform on-demand deployment and automatic scaling of the cluster, and focus on the big data processing, analysis, and reporting only. Thanks to many years’ of massively distributed computing technology accumulation, Our operations team can undertake the cluster operations. It automatically scales up clusters to improve the computing ability in peak periods and scales down clusters to reduce the cost in the valley period. It provides the management console to facilitate cluster management, template customization, task submission, and alarm monitoring. By deploying together with the BCC, it focuses on its own business in a busy time and helps the BMR to compute the big data in free time, reducing the overall IT expenditure.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience DevOps teams	Audience Organizations looking for a platform that provides massive data analysis and mining ability
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $25 per user per month $20 per user per month if billed annually Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Loft Labs Founded: 2019 United States loft.sh/	Company Information Baidu AI Cloud Founded: 2000 China intl.cloud.baidu.com/product/bmr.html
Alternatives Telepresence Ambassador Labs	Alternatives AWS ParallelCluster Amazon
Gefyra Blueshoe	Qlustar
Azure Kubernetes Fleet Manager Microsoft	Red Hat Advanced Cluster Management Red Hat
Amazon EKS Anywhere Amazon	HPE Performance Cluster Manager Hewlett Packard Enterprise
Spectro Cloud Palette Spectro Cloud View All	Google Cloud Managed Service for Apache Spark Google View All
Categories Cluster Management Supported Container Management Supported	Categories Big Data Supported Cluster Management Supported

Integrations Alibaba Cloud Supported Amazon EKS Supported Argo CD Supported Azure Kubernetes Service (AKS) Supported Container Service for Kubernetes (ACK) Supported DigitalOcean Supported Google Cloud Platform Supported Google Kubernetes Engine (GKE) Supported Helm Supported Kubernetes Supported MLlib Not Supported Microsoft Azure Supported Rancher Supported Terraform Supported Show More Integrations View All 13 Integrations	Integrations Alibaba Cloud Not Supported Amazon EKS Not Supported Argo CD Not Supported Azure Kubernetes Service (AKS) Not Supported Container Service for Kubernetes (ACK) Not Supported DigitalOcean Not Supported Google Cloud Platform Not Supported Google Kubernetes Engine (GKE) Not Supported Helm Not Supported Kubernetes Not Supported MLlib Supported Microsoft Azure Not Supported Rancher Not Supported Terraform Not Supported Show More Integrations View All 1 Integration
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