RaimaDB
RaimaDB, an embedded time series database that can be used for Edge and IoT devices, can run in-memory. It is a lightweight, secure, and extremely powerful RDBMS. It has been field tested by more than 20 000 developers around the world and has been deployed in excess of 25 000 000 times.
RaimaDB is a high-performance, cross-platform embedded database optimized for mission-critical applications in industries such as IoT and edge computing. Its lightweight design makes it ideal for resource-constrained environments, supporting both in-memory and persistent storage options. RaimaDB offers flexible data modeling, including traditional relational models and direct relationships through network model sets. With ACID-compliant transactions and advanced indexing methods like B+Tree, Hash Table, R-Tree, and AVL-Tree, it ensures data reliability and efficiency. Built for real-time processing, it incorporates multi-version concurrency control (MVCC) and snapshot isolation, making it a robust solution for applications demanding speed and reliability.
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Google Compute Engine
Compute Engine (IaaS), a platform from Google that allows organizations to create and manage cloud-based virtual machines, is an infrastructure as a services (IaaS).
Computing infrastructure in predefined sizes or custom machine shapes to accelerate cloud transformation. General purpose machines (E2, N1,N2,N2D) offer a good compromise between price and performance. Compute optimized machines (C2) offer high-end performance vCPUs for compute-intensive workloads. Memory optimized (M2) systems offer the highest amount of memory and are ideal for in-memory database applications. Accelerator optimized machines (A2) are based on A100 GPUs, and are designed for high-demanding applications. Integrate Compute services with other Google Cloud Services, such as AI/ML or data analytics. Reservations can help you ensure that your applications will have the capacity needed as they scale. You can save money by running Compute using the sustained-use discount, and you can even save more when you use the committed-use discount.
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Creyos Health
Creyos Health is a platform that is both scientifically validated and trusted by clinicians, designed to be user-friendly for patients, integrating proprietary online tasks with electronic behavioral health questionnaires. This comprehensive, research-supported solution enables healthcare providers to identify cognitive impairments and behavioral health issues while being adaptable, engaging, precise, and eligible for reimbursement. With over three decades of scientific research backing it, Creyos has featured in more than 400 peer-reviewed studies. More than 10,000 healthcare professionals rely on Creyos to assess their patients' cognitive and behavioral health. The platform offers a collection of 12 online cognitive tasks, each requiring just 2-3 minutes to complete, specifically aimed at identifying even subtle cognitive deficits. These tasks evaluate crucial areas such as short-term memory, reasoning skills, concentration, and verbal proficiency. Additionally, the platform incorporates digitized behavioral health assessments that automatically calculate results, delivering rapid insights to healthcare providers. This efficiency allows for timely interventions that can significantly enhance patient care.
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CANTAB
The Cambridge Neuropsychological Test Automated Battery (CANTAB), which was initially created at the University of Cambridge, provides highly accurate and objective assessments of cognitive abilities that are linked to neural networks. With the capability to detect variations in neuropsychological performance, CANTAB encompasses a wide array of tests that evaluate working memory, learning, and executive function, as well as visual, verbal, and episodic memory; attention, information processing, and reaction time; social and emotional recognition, decision-making, and response control. These cognitive evaluations serve as crucial instruments for unraveling the complexities of specific brain functions associated with various disorders and conditions, offering valuable insights into their underlying causes, facilitating the early detection of symptoms, and assessing the impact of interventions aimed at enhancing brain health. By utilizing the CANTAB, researchers and clinicians can better understand cognitive impairments, leading to more effective strategies for treatment and support.
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