Bigstream
Bigstream provides hyperacceleration technology for popular big data processing engines like Apache Spark using both hardware and software accelerators. Hyperacceleration of big data, machine learning and AI workloads is achieved using advanced compiler techniques and transparent support for FPGAs, many-core CPUs and GPUs. Unlike other hardware- or platform-specific approaches, Bigstream delivers orders of magnitude performance acceleration instantly and with no application code changes or special APIs.
Company Overview
Bigstream is a company operating in the Computer Software industry, established in 2015. With a small team of four employees, it focuses on delivering innovative solutions in the realm of big data and machine learning. The company is headquartered in San Jose, California, positioning itself in a key technology hub. Bigstream specializes in various advanced technologies, including Apache Spark, Spark SQL, and FPGA/GPU acceleration, which are integral to its service offerings.
Specialties
Bigstream has developed expertise in several key areas, including Apache Spark, machine learning, big data, and Spark SQL. The company also focuses on FPGA/GPU acceleration and big data acceleration, providing clients with robust solutions for handling large datasets efficiently. This specialization allows Bigstream to address complex data challenges and enhance computational performance across various applications.
Technology and Innovation
Bigstream employs advanced compiler techniques to achieve hyperacceleration for big data, machine learning, and AI workloads. This innovative approach enables the company to deliver significant performance improvements without necessitating any changes to application code or the use of special APIs. Additionally, Bigstream provides transparent support for many-core CPUs alongside FPGAs and GPUs, ensuring a versatile and effective performance enhancement strategy.
Business Model
As a very small business, Bigstream operates with a streamlined team structure, allowing for agility and focused service delivery. The company's business model emphasizes providing high-performance solutions tailored to the needs of clients in the big data and machine learning sectors. By leveraging its specialized knowledge and technology, Bigstream aims to support organizations in optimizing their data processing capabilities.