Product Overview: WEKA Data Platform
The WEKA Data Platform is a cutting-edge, software-defined storage solution designed to support and accelerate data-intensive workloads across various industries, including AI/ML, Life Sciences, Financial Trading, Engineering DevOps, and more.
What WEKA Does
WEKA enables organizations to store, process, and manage data efficiently, both in the cloud and on-premises. It transforms stagnant data silos into dynamic data pipelines, fueling next-generation workloads such as artificial intelligence (AI), machine learning (ML), and high-performance computing (HPC).
Key Features and Functionality
Performance and Scalability
- The WEKA Data Platform boasts a unique architecture that ensures linear performance scaling, meaning that as the cluster size increases, so does the performance, without exponential growth in resource consumption. This is achieved through its software-defined architecture and the use of virtual metadata servers, which distribute and parallelize metadata and data across the cluster, resulting in incredibly low latency and high performance.
Distributed and Parallel File System
- WEKA employs a fully distributed parallel file system, WekaFS, which is designed from scratch to leverage NVMe flash for high-performance file services. This system supports multiple protocols including POSIX, NFS, SMB, S3, and GPUDirect Storage, ensuring versatile and high-performance file access.
Efficient Resource Utilization
- The platform is optimized for resource efficiency, reducing the data center footprint, lowering power consumption, and optimizing resource usage. It achieves this through advanced data reduction techniques that identify and reduce similar blocks of data, which is particularly effective for workloads involving text-based data, large-scale unstructured datasets, log analysis, databases, and sensor data.
Multitenancy and Autoscaling
- WEKA offers efficient multitenancy capabilities, tightly integrating autoscaling functions that scale both up and down to ensure optimal performance, capacity, and cost for demanding cloud applications. This feature is particularly beneficial for cloud deployments, allowing organizations to minimize their cloud costs while maintaining high performance.
Simplified Operations
- The platform simplifies data infrastructure by eliminating storage silos across on-premises and cloud environments. It provides a single, easy-to-use data platform that streamlines day-to-day operations, making it possible for a single administrator to manage exabytes of data without specialized storage training.
Integrated Tiering and Data Management
- WEKA includes integrated tiering that seamlessly expands the namespace to and from hard disk drive (HDD) object storage, simplifying data management. This allows for dynamic adjustments to file system capacity and tiering ratios without disrupting I/O operations.
Robust Security and Enterprise Features
- The platform offers a rich set of enterprise features, including local and remote snapshots, clones, cloud-bursting, dynamic cluster rebalancing, private cloud multi-tenancy, backup, encryption, authentication, key management, and role-based access control (RBAC). These features ensure robust security and flexible management options.
Compatibility and Flexibility
- WEKA is compatible with standard AMD or Intel x86-based servers and NVMe SSDs, eliminating the need for specialized hardware. It can run on bare-metal, VM, containerized, and cloud environments, providing flexibility and ease of integration with existing infrastructure.
In summary, the WEKA Data Platform is a powerful, scalable, and efficient storage solution that accelerates data pipelines, optimizes business outcomes, and simplifies data infrastructure management, making it an ideal choice for organizations with demanding data-intensive workloads.