Bacalhau, the open-source platform that powers Expanso, stands as a testament to our unwavering commitment to open-source innovation. Designed to redefine the way we approach fast, cost-effective, and secure computation, Bacalhau is rooted in community-driven advancements. Centered on executing tasks precisely where data is generated and stored, Bacalhau integrates seamlessly with existing Docker and WebAssembly (WASM) workflows. This strategy, called Compute Over Data (CoD), is set to revolutionize large-scale dataset processing.
Problems enterprises face today.
Large-scale data challenges:
Individual devices generating or storing over 100GB might seem manageable. But when you scale this up to 10, 100, or even thousands of devices, the data volume can quickly reach terabytes or petabytes. This sheer volume can be challenging for traditional storage and processing systems to handle.
Devices, especially in the Internet of Things (IoT) landscape, can generate data at an incredibly fast rate. This rapid data generation can strain the ingestion capabilities of traditional systems.
Data from different devices can come in various formats. Some might produce structured data, while others might produce unstructured or semi-structured data. Managing this variety can be complex.
With the increase in the number of devices, ensuring the accuracy and trustworthiness of data becomes a challenge.
How Bacalhau solves those challenges:
Distributed Computing Solution
EXAMPLE USE CASES
Bacalhau excels in situations demanding high levels of data processing.
Sanitize and process application logs at source before centralizing, resulting in reduced transport costs, quicker insights, and strict data privacy compliance.
EDGE ML TRAINING
DISTRIBUTED DATA WAREHOUSE
DISTRIBUTED FLEET MANAGEMENT
PROCESSING OVER GEOGRAPHICALLY
RUNNING JOBS OVER UNRELIABLE NETWORKS
FEDERATED LEARNING WITH ISOLATED DIVISIONS
IOT & EDGE COMPUTING
FOG & MULTI-CLOUD
For enterprises navigating the complexities of vast data, Bacalhau is the definitive answer. For organizations seeking enhanced benefits, including robust binaries, SLAs, and dedicated support.
Expanso offers a commercially supported version of Bacalhau tailored to meet enterprise-grade requirements.
For more information, visit our Documentation.
For an in-depth exploration, visit our Getting Started Tutorial.