In-Memory Data Grids Reviews and Ratings

What is IMDG (In-Memory Data Grid) software?

IMDGs provide a lightweight, distributed, scale-out in-memory object store — the data grid. Multiple applications can concurrently perform transactional and/or analytical operations in the low-latency data grid, thus minimizing access to high-latency, hard-disk-drive-based or solid-state-drive-based data storage. IMDGs maintain data grid durability across physical or virtual servers via replication, partitioning and on-disk persistence. Objects in the data grid are uniquely identified through a primary key, but can also be retrieved via other attributes. The most typical use of IMDGs is for web-scale transaction processing applications. However, adoption for analytics, often in combination with Apache Spark and Hadoop or stream analytics platforms, is growing fast — for example, for fraud detection, risk management, operation monitoring, dynamic pricing and real-time recommendation management.

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Hazelcast is in the business of stream processing platform development. It focuses on enabling the construction of applications capable of immediate data actioning. It offers solutions that can be run on-premises, at the edge, or as a comprehensive managed cloud service.

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IBM is a well-established entity focused on technology and development. The primary mission revolves around fostering technological growth and enhancing infrastructure, achieved through focused developments and consulting services. By encouraging inventiveness and innovation, it is geared towards facilitating the transition of theoretical ideas into practical realities, thus improving global functionalities. IBM brings about transformation by creating advanced solutions that reshape and redefine the world.

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Software AG helps companies create effortlessly connected experiences for their customers, employees and partners. Its enterprise-grade iPaaS integrates anything, anywhere, any way users want by bringing application, data, B2B, API and event integration together in the same generative AI-enabled platform.

Trusted by the world’s best brands for more than 50 years, Software AG enables end-to-end visibility and governance across geographies, IT environments, and complex business ecosystems, with hybrid multi-cloud connectivity, and enterprise-grade security relied on by banks, governments, and corporations around the world.

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GridGain is a unified real-time data platform. It enables a simplified and optimized data architecture for enterprises that require extreme speed, massive scale, and high availability from their data ecosystem. GridGain’s distributed memory-first architecture and colocated compute deliver data processing and analytics at millisecond latencies, with configurable disk-based persistence for added durability. Horizontally scalable clusters can be deployed both on-premises and natively in public or private clouds, empowering companies to handle even the most demanding workloads in multi, hybrid, and inter-cloud environments. GridGain is trusted by companies like Citi, Barclays, American Airlines, AutoZone, and UPS to accelerate their existing applications, speed operational analytics and fraud detection, train machine learning models for AI, and provide fast-access data hubs.

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TIBCO, a business unit of Cloud Software Group, has helped global enterprises solve their most complex business challenges with mission-critical solutions for over 25 years. Today, the TIBCO Platform delivers industrial-strength capabilities that meet the highest performance, throughput, reliability, and scalability needs while offering a wide range of technology and deployment options to deliver real-time data wherever and whenever it’s needed most.

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GigaSpaces is a global firm specializing in in-memory computing and digital integration hubs. Its innovative solutions aim to simplify digital transformation for organizations, enabling the rapid development and launching of digital services. GigaSpaces' offerings include the Smart DIH - a standout offering in the company's Smart suite of products. With offices located in various parts of the world including the US, Europe, and Israel, GigaSpaces serves a global clientele composed of businesses from numerous sectors.

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Red Hat specialises in offering enterprise open source solutions. The main business problem it addresses lies within the domain of Linux, hybrid cloud, edge, and Kubernetes technologies. It operates using a communal collaboration method which allows it to provide efficient technological solutions. Its dedicated professionals play an integral role in the idea generation process and problem-solving, resulting in significant advancements in the field.

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ScaleOut Software, established in 2003, focuses on providing in-memory computing software. Its range of software products deal with scalable, highly available, in-memory storage (distributed caching), stateful stream-processing with digital twin models, and data-parallel analytics for rapidly changing data. This software targets the issue of monitoring and analyzing live data for quick feedback and reporting. ScaleOut’s main product, ScaleOut StateServer®, boosts application performance with a proven, in-memory data grid (IMDG) for Linux and Windows. It keeps data available and accessible quickly, with robust APIs and management tools. It can be deployed on-premise or on various public clouds. The technology behind ScaleOut GeoServer® extends ScaleOut StateServer’s IMDG across multiple data centers to guard against data loss from an entire site outage. It can also merge IMDGs from remote data centers into one virtual IMDG. ScaleOut StreamServer™ brings together a scalable stream-processing compute engine and an in-memory data grid. This combination forms a software platform for stateful stream-processing using digital twin models. ScaleOut ComputeServer® provides real-time, data-parallel computing, enabling rapid analysis of live, quickly changing data for immediate operational intelligence.

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Cloud Translation is a firm that harnesses the potential of AI technology in the field of machine translation. The company excels in offering optimal machine translation solutions to global industry users. Furthermore, it offers a platform that encourages the exploration and progression of natural language processing technologies.

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Hitachi, established in 1910, is committed to meeting societal and customer needs through its technological offerings and innovations. The company's primary objective is to enrich society via advanced, unique technologies and products. Over a century, this dedication has fueled its efforts in promoting a sustainable society via its 'Social Innovation Business' strategy. Hitachi employs its prowess in IT, operational technology, and various other products to enhance social infrastructure systems and elevate global living standards. It concentrates on five growth sectors, including Mobility, Smart Life, Industry, Energy, and IT. With a global workforce of nearly 300,000, Hitachi aims to enhance people's life quality, societal, environmental, and economic values. In response to unique societal challenges, the company is poised to leverage emergent opportunities for a sustainable future.

Fujitsu, a global information and communication technology entity originating from Japan, provides a diverse array of technology products, solutions, and services. The primary objective of the company revolves around bridging people, technology, and ideas. In pursuit of this focal point, the firm aims to foster an environment conducive to universal progression and the realization of individual aspirations.

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Alachisoft has been offering its product, NCache, a Distributed In-Memory Data Store developed specifically for .NET, since 2003. NCache is a 100% .NET Native Open Source In-Memory Datastore, designed specifically to provide a fast and linearly scalable distributed cache. The main utility of NCache is to cache application data to reduce the number of resource-intensive database trips. Thus, it removes performance bottlenecks associated with data storage and databases, enabling .NET applications to handle extreme transaction processing (XTP). Additionally, the open-source nature of NCache gives .NET developers unrestricted access to an elastic .NET distributed cache, facilitating smooth integration with their application's .NET stack.

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Oracle is a cloud technology company that offers computing infrastructure and software solutions globally. This organization has developed an autonomous database, the first of its kind, to help manage and secure data. Oracle Cloud Infrastructure presents functionalities to facilitate the transition of workloads from on-site systems to the cloud, and vice versa, as well as between different clouds. Oracle's cloud software applications provide modern tools designed to support sustainable growth and resilience in businesses. Tools developed by Oracle are used by a wide range of users including nonprofit organizations and businesses of various sizes, to aid in operations like supply chain streamlining, human resource management, financial planning and connecting data and global users. Apart from business solutions, Oracle's technology also aids in tasks ranging from government defense to scientific and medical research.

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ScaleOut Software, established in 2003, focuses on providing in-memory computing software. Its range of software products deal with scalable, highly available, in-memory storage (distributed caching), stateful stream-processing with digital twin models, and data-parallel analytics for rapidly changing data. This software targets the issue of monitoring and analyzing live data for quick feedback and reporting. ScaleOut’s main product, ScaleOut StateServer®, boosts application performance with a proven, in-memory data grid (IMDG) for Linux and Windows. It keeps data available and accessible quickly, with robust APIs and management tools. It can be deployed on-premise or on various public clouds. The technology behind ScaleOut GeoServer® extends ScaleOut StateServer’s IMDG across multiple data centers to guard against data loss from an entire site outage. It can also merge IMDGs from remote data centers into one virtual IMDG. ScaleOut StreamServer™ brings together a scalable stream-processing compute engine and an in-memory data grid. This combination forms a software platform for stateful stream-processing using digital twin models. ScaleOut ComputeServer® provides real-time, data-parallel computing, enabling rapid analysis of live, quickly changing data for immediate operational intelligence.

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ScaleOut Software, established in 2003, focuses on providing in-memory computing software. Its range of software products deal with scalable, highly available, in-memory storage (distributed caching), stateful stream-processing with digital twin models, and data-parallel analytics for rapidly changing data. This software targets the issue of monitoring and analyzing live data for quick feedback and reporting. ScaleOut’s main product, ScaleOut StateServer®, boosts application performance with a proven, in-memory data grid (IMDG) for Linux and Windows. It keeps data available and accessible quickly, with robust APIs and management tools. It can be deployed on-premise or on various public clouds. The technology behind ScaleOut GeoServer® extends ScaleOut StateServer’s IMDG across multiple data centers to guard against data loss from an entire site outage. It can also merge IMDGs from remote data centers into one virtual IMDG. ScaleOut StreamServer™ brings together a scalable stream-processing compute engine and an in-memory data grid. This combination forms a software platform for stateful stream-processing using digital twin models. ScaleOut ComputeServer® provides real-time, data-parallel computing, enabling rapid analysis of live, quickly changing data for immediate operational intelligence.

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Alachisoft has been offering its product, NCache, a Distributed In-Memory Data Store developed specifically for .NET, since 2003. NCache is a 100% .NET Native Open Source In-Memory Datastore, designed specifically to provide a fast and linearly scalable distributed cache. The main utility of NCache is to cache application data to reduce the number of resource-intensive database trips. Thus, it removes performance bottlenecks associated with data storage and databases, enabling .NET applications to handle extreme transaction processing (XTP). Additionally, the open-source nature of NCache gives .NET developers unrestricted access to an elastic .NET distributed cache, facilitating smooth integration with their application's .NET stack.

TmaxSoft is a global software firm that provides a range of services centered around infrastructure and data modernization. Their offerings include the Tibero, which is an enterprise RDBMS designed for Virtual Data Center that enables enterprises to optimize their virtualization investment by only licensing the server cores attached to a specific VM, thereby substantially reducing the total cost of ownership. Another product, OpenFrame, is a rehosting solution that allows the migration of mainframe applications, resources, and data to an open system that offers increased performance and lower costs. Furthermore, they offer JEUS, a Web Application Server that has been certified for J2EE 1.4, JAVA EE 5, and JAVA EE 6, providing enhanced security over traditional WAS. TmaxSoft, which was established in 1997, has become a major entity in the software industry with a presence in 12 international locations and over 800 employees. The firm's U.S. headquarters is situated in Chicago.

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