Kx Insights: Machine learning subject matter experts in semiconductor manufacturing
9 Jul 2018
Subject matter experts are needed for ML projects since generalist data scientists cannot be expected to be fully conversant with the context, details, and specifics of problems across all industries. The challenges are often domain-specific and require considerable industry background to fully contextualize and address. For that reason, successful projects are typically those that adopt a teamwork approach bringing together the strengths of data scientists and subject matter experts. Where data scientists bring generic analytics and coding capabilities, Subject matter experts provide specialized insights in three crucial areas: identifying the right problem, using the right data, and getting the right answers.
Kx Technical Whitepaper: Disaster recovery planning for kdb+ tick systems
2 Nov 2017
This whitepaper discusses disaster recovery and failover concepts from the perspective of the gateway layer accessing a typical kdb+ tick system used in capital markets applications. The end goal of constructing this plan is to ensure high availability of the application via the gateway where possible, considering all conceivable failure scenarios and outlining any actions required to prevent data loss, minimize any downtime and keep the application accessible.
Kx Use Case: The RxDataScience Patient Journey Application
23 Oct 2017
RxDataScience applications powered by Kx technology are particularly suited for the chronological data used in longitudinal patient studies.
Kx Insights: Benefits of Utility Predictive Maintenance Analytics
17 Oct 2017
Utilities are going through significant modernization, with the adoption of smart grid technologies such as advanced metering, advanced distribution management, outage management, customer engagement and analytics. This modernization is creating a wealth of diverse data about assets, operations, and customers. At the same time the job of utilities is becoming more challenging with pressure to reduce costs, competition from new forms of technologies and energy providers as well as the need to integrate renewable energy resources. These new challenges, competition and pressures are leading to innovation and transformation in the utilities industry.
Kx for Earth Observation and Astronomy Big Data challenges
11 Oct 2017
The aerospace industry is increasingly becoming aligned with companies that can take advantage of high-value geospatial and global Earth observation data. In the current era of Big Data and IoT analytics, businesses in industries ranging from energy to civil engineering to facilities management that can commercially exploit non-traditional sources of data, such as data from satellites, can gain a critical edge. Kx technology has already been adopted in a number of such initiatives.
Use Case: Kdb+ integral to BitMEX Bitcoin derivatives exchange growth strategy
27 Sep 2017
The Bitcoin Mercantile Exchange, or BitMEX, was launched in 2014 as one of the first Bitcoin derivatives exchanges. The founders of BitMEX, experienced securities traders and engineers, understood that investing in the right technology at the start would be key to their success. Anticipating fast growth, their trading infrastructure needed to be robust, flexible and scalable. That's why BitMEX built their trading system in kdb+. Today, BitMEX is the world’s most advanced Bitcoin derivatives exchange and API. After three years BitMEX’s monthly trading volume exceeds US$4,000,000,000 of derivatives products, and continues to expand at a high rate. They anticipate $1 billion average daily volume by the end of their fourth year of operations.