Uncover Hidden Insights in Big Data
Solerity specializes in leveraging high-performance computing combined with big data to introduce innovative capabilities at a new level of scalability. Our data science technology leaders work with the Government, vendors, and industry partners to enable innovation on high-performance computing platforms, as well as develop analytic solutions in the areas of machine learning, graphs, and streaming. Solerity’s data analytics and high-performance computing services include:
Solerity analyzes large amounts of client data with a data-centric foundation and tools in place to extract maximum value from what is gathered and learned. The Solerity family was one of the first organizations to bring specialized big data hardware and services to the broader community, and we continue that legacy of excellence by being a trusted advisor to both Government and industry personnel.
Solerity goes beyond just mapping and synthesizing data. We provide advice on future architectures, perform evaluations of cutting-edge open-source data science applications, and apply specialized computing techniques to boost commodity free and open-source (FOSS) software beyond any currently known benchmarks.
Solerity has data scientists and certified experts in Hadoop to build high-velocity data pipelines, flexible data models, and secure cross-domain collaboration. We specialize in cloud analytic development by leveraging prediction, clustering, and similarity to produce actionable information across a wide variety of data types, including:
Many techniques for High-Performance Data Analytics have been around since the ’60s, but as the size and complexity of big data needs grow, so will the need for high-performance computing (HPC). Solerity delivers a revolutionary capability of applying open-source cloud technologies within an HPC environment. Instead of Hadoop Distributed File System (HDFS), we use technologies like General Parallel File System (GPFS) as the underlying networked file system, providing in some cases a 10x increase in speed for data ingestion and retrieval.
The Solerity HPC engineering team has developed capabilities that far exceed the performance of commodity system architectures. We are highly adaptable, innovative, and have established an advanced HPC architecture that is taking on problems from all over the IC while making a lasting impact on national security. To accomplish this, we customize software components to adapt them to take advantage of dense memory and massively parallel computing. As a result, Solerity has achieved big data processing and innovative capabilities at a new level of scalability. We have experience delivering large scale in-memory key/value stores, machine learning, and massively parallel streaming analytics on HPC.
In addition, Solerity experts are skilled in ontological RDF modeling and scaling to the billions of nodes, as well as:
We also specialize in custom message-passing via MPI programming, which can replace slow map-reduce programs, together with the use of specialized graph-based architectures, such as Cray’s Urika system.
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