Best Data Management Software for VMware Cloud

Google Cloud is an online service that lets you create everything from simple websites to complex apps for businesses of any size. Customers who are new to the system will receive $300 in credits for testing, deploying, and running workloads. Customers can use up to 25+ products free of charge. Use Google's core data analytics and machine learning. All enterprises can use it. It is secure and fully featured. Use big data to build better products and find answers faster. You can grow from prototypes to production and even to planet-scale without worrying about reliability, capacity or performance. Virtual machines with proven performance/price advantages, to a fully-managed app development platform. High performance, scalable, resilient object storage and databases. Google's private fibre network offers the latest software-defined networking solutions. Fully managed data warehousing and data exploration, Hadoop/Spark and messaging.

ActiveBatch by Redwood is a centralized workload automation platform, that seamlessly connects and automates processes across critical systems like Informatica, SAP, Oracle, Microsoft and more. Use ActiveBatch's low-code Super REST API adapter, intuitive drag-and-drop workflow designer, over 100 pre-built job steps and connectors, available for on-premises, cloud or hybrid environments. Effortlessly manage your processes and maintain visibility with real-time monitoring and customizable alerts via emails or SMS to ensure SLAs are achieved. Experience unparalleled scalability with Managed Smart Queues, optimizing resources for high-volume workloads and reducing end-to-end process times. ActiveBatch holds ISO 27001 and SOC 2, Type II certifications, encrypted connections, and undergoes regular third-party tests. Benefit from continuous updates and unwavering support from our dedicated Customer Success team, providing 24x7 assistance and on-demand training to ensure your success.

Microsoft Azure serves as a versatile cloud computing platform that facilitates swift and secure development, testing, and management of applications. With Azure, you can innovate purposefully, transforming your concepts into actionable solutions through access to over 100 services that enable you to build, deploy, and manage applications in various environments—be it in the cloud, on-premises, or at the edge—utilizing your preferred tools and frameworks. The continuous advancements from Microsoft empower your current development needs while also aligning with your future product aspirations. Committed to open-source principles and accommodating all programming languages and frameworks, Azure allows you the freedom to build in your desired manner and deploy wherever it suits you best. Whether you're operating on-premises, in the cloud, or at the edge, Azure is ready to adapt to your current setup. Additionally, it offers services tailored for hybrid cloud environments, enabling seamless integration and management. Security is a foundational aspect, reinforced by a team of experts and proactive compliance measures that are trusted by enterprises, governments, and startups alike. Ultimately, Azure represents a reliable cloud solution, backed by impressive performance metrics that validate its trustworthiness. This platform not only meets your needs today but also equips you for the evolving challenges of tomorrow.

ScaleGrid is a fully managed Database-as-a-Service (DBaaS) platform that helps you automate your time-consuming database administration tasks both in the cloud and on-premises. ScaleGrid makes it easy to provision, monitor, backup, and scale open-source databases. It offers advanced security, high availability, query analysis, and troubleshooting support to improve your deployments' performance. The following databases are supported: - MySQL - PostgreSQL - Redis™. - MongoDB®, database - Greenplum™ (coming soon) ScaleGrid supports both public and privately-owned clouds such as AWS, Azure and Google Cloud Platform (GCP), DigitalOcean and Linode, Oracle Cloud Infrastructure, (OCI), VMware, and OpenStack. ScaleGrid is used by thousands of developers, startups, as well as enterprise customers such as Accenture, Meteor and Atlassian. It handles all your database operations at any scale, so you can concentrate on your application performance.

Faddom provides real-time application dependency mapping without requiring credentials, agents, or system access. It delivers full visibility into hybrid IT environments, showing how servers, applications, and network flows interact. With zero disruption, Faddom helps IT teams plan migrations, document infrastructure, improve incident response, and strengthen cybersecurity. Maps are created within an hour and continuously updated, giving teams confidence and control. Whether for audits, change planning, or modernization efforts, Faddom offers fast, secure insights that reduce risk and improve decision-making.

IBM Instana sets the benchmark for incident prevention, offering comprehensive full-stack visibility with one-second precision and a notification time of just three seconds. In the current landscape of rapidly evolving and intricate cloud infrastructures, the financial repercussions of an hour of downtime can soar into the six-figure range or more. Conventional application performance monitoring (APM) tools often fall short, lacking the speed and depth required to effectively address and contextualize technical issues, and they usually necessitate extensive training for super users before they can be utilized effectively. In contrast, IBM Instana Observability transcends the limitations of standard APM tools by making observability accessible to a wider audience, enabling individuals from DevOps, SRE, platform engineering, ITOps, and development teams to obtain the necessary data and context without barriers. The Instana Dynamic APM functions through a specialized agent architecture, utilizing sensors—automated, lightweight programs specifically designed to monitor particular entities and ensure optimal performance. As a result, organizations can respond to incidents proactively and maintain a higher level of service continuity.

Integrate data within a business framework to enable users to derive insights through our comprehensive data and analytics cloud platform. The SAP Data Warehouse Cloud merges analytics and data within a cloud environment that features data integration, databases, data warehousing, and analytical tools, facilitating the emergence of a data-driven organization. Utilizing the SAP HANA Cloud database, this software-as-a-service (SaaS) solution enhances your comprehension of business data, allowing for informed decision-making based on up-to-the-minute information. Seamlessly connect data from various multi-cloud and on-premises sources in real-time while ensuring the preservation of relevant business context. Gain insights from real-time data and conduct analyses at lightning speed, made possible by the capabilities of SAP HANA Cloud. Equip all users with the self-service functionality to connect, model, visualize, and securely share their data in an IT-governed setting. Additionally, take advantage of pre-built industry and line-of-business content, templates, and data models to further streamline your analytics process. This holistic approach not only fosters collaboration but also enhances productivity across your organization.

Embracing data-centric AI has become remarkably straightforward thanks to advancements in automated data quality profiling and synthetic data creation. Our solutions enable data scientists to harness the complete power of their data. YData Fabric allows users to effortlessly navigate and oversee their data resources, providing synthetic data for rapid access and pipelines that support iterative and scalable processes. With enhanced data quality, organizations can deliver more dependable models on a larger scale. Streamline your exploratory data analysis by automating data profiling for quick insights. Connecting to your datasets is a breeze via a user-friendly and customizable interface. Generate synthetic data that accurately reflects the statistical characteristics and behaviors of actual datasets. Safeguard your sensitive information, enhance your datasets, and boost model efficiency by substituting real data with synthetic alternatives or enriching existing datasets. Moreover, refine and optimize workflows through effective pipelines by consuming, cleaning, transforming, and enhancing data quality to elevate the performance of machine learning models. This comprehensive approach not only improves operational efficiency but also fosters innovative solutions in data management.

InfluxDB is a purpose-built data platform designed to handle all time series data, from users, sensors, applications and infrastructure — seamlessly collecting, storing, visualizing, and turning insight into action. With a library of more than 250 open source Telegraf plugins, importing and monitoring data from any system is easy. InfluxDB empowers developers to build transformative IoT, monitoring and analytics services and applications. InfluxDB’s flexible architecture fits any implementation — whether in the cloud, at the edge or on-premises — and its versatility, accessibility and supporting tools (client libraries, APIs, etc.) make it easy for developers at any level to quickly build applications and services with time series data. Optimized for developer efficiency and productivity, the InfluxDB platform gives builders time to focus on the features and functionalities that give their internal projects value and their applications a competitive edge. To get started, InfluxData offers free training through InfluxDB University.

Telegraf is an open-source server agent that helps you collect metrics from your sensors, stacks, and systems. Telegraf is a plugin-driven agent that collects and sends metrics and events from systems, databases, and IoT sensors. Telegraf is written in Go. It compiles to a single binary and has no external dependencies. It also requires very little memory. Telegraf can gather metrics from a wide variety of inputs and then write them into a wide range of outputs. It can be easily extended by being plugin-driven for both the collection and output data. It is written in Go and can be run on any system without external dependencies. It is easy to collect metrics from your endpoints with the 300+ plugins that have been created by data experts in the community.

DSVMs, or Data Science Virtual Machines, are pre-configured Azure Virtual Machine images equipped with a variety of widely-used tools for data analysis, machine learning, and AI training. They ensure a uniform setup across teams, encouraging seamless collaboration and sharing of resources while leveraging Azure's scalability and management features. Offering a near-zero setup experience, these VMs provide a fully cloud-based desktop environment tailored for data science applications. They facilitate rapid and low-friction deployment suitable for both classroom settings and online learning environments. Users can execute analytics tasks on diverse Azure hardware configurations, benefiting from both vertical and horizontal scaling options. Moreover, the pricing structure allows individuals to pay only for the resources they utilize, ensuring cost-effectiveness. With readily available GPU clusters that come pre-configured for deep learning tasks, users can hit the ground running. Additionally, the VMs include various examples, templates, and sample notebooks crafted or validated by Microsoft, which aids in the smooth onboarding process for numerous tools and capabilities, including but not limited to Neural Networks through frameworks like PyTorch and TensorFlow, as well as data manipulation using R, Python, Julia, and SQL Server. This comprehensive package not only accelerates the learning curve for newcomers but also enhances productivity for seasoned data scientists.

Transform the chaos of data into meaningful value through the power of data intelligence. By connecting, discovering, enriching, and orchestrating fragmented data resources, organizations can derive actionable insights that drive business success on an enterprise level. SAP Data Intelligence serves as a holistic solution for data management. Acting as the orchestration layer for SAP’s Business Technology Platform, it converts scattered data landscapes into essential insights that foster large-scale innovation. Empower your users with intelligent, relevant, and contextual insights through seamless integration across the entire IT ecosystem. Effectively manage and orchestrate vast volumes of data and streams to enhance operational efficiency. Additionally, streamline processes, operationalize machine learning-driven innovations, and establish robust governance frameworks to mitigate compliance risks with comprehensive metadata management strategies. As data continues to evolve, maintaining a clear focus on actionable insights will be crucial for sustaining enterprise growth.

Clockspring is the perfect balance between low-code automation tools and custom development. Traditional integration options can be slow, fragile, and expensive, but Clockspring delivers the same flexibility you get with custom programming without the need to write any code. Our user-friendly platform enables users to connect, analyze, and automate their data, helping organizations streamline their data management, gain valuable insights, and automate routine tasks. With the ability to connect any API, database, COTS product, or even your existing custom applications, you can merge your on-prem, hybrid, and cloud tech stack into a single combined system instead of a series of data silos. Clockspring can do about 95% of what a programmer can do 10% of the time, making it a cost-effective and efficient solution for organizations of all sizes. Clockspring is also resilient in spite of outages and immediately resumes when the outage is resolved, without losing any data.

End-to-end "Business intelligence" for your IT organization. Transparency, control, and productivity are all key to a successful IT organization. Scaled agility in your IT fabric is encouraged. A complete environment and release image supports collaboration across teams and provides the insight organizations need today to drive innovation. You can improve visibility of your complex IT fabric, which will allow for better collaboration and decision-making. A centralized portal allows you to manage complex computer systems and the entire IT fabric. To reduce IT costs and increase project productivity, measure the usage of test environments. Establish control through centralized runbooks and automation for regular and time-consuming tasks to eliminate chaotic and non-repeatable activities. You can manage conflict and change effectively while providing real-time health status and powerful analytics to determine your business impact.

Distributing your websites and applications internationally can increase the risk of cyber threats and fraudulent activities, making robust security essential. The Imperva Content Delivery Network (CDN) incorporates features like content caching, load balancing, and failover within a holistic Web Application and API Protection (WAAP) platform, ensuring your applications are securely accessed worldwide. Letting machine learning handle the workload streamlines the caching of dynamically generated pages while maintaining content freshness. This approach not only enhances cache efficiency but also significantly decreases bandwidth consumption. By leveraging various content and networking optimization strategies, you can reduce page rendering times and elevate the overall user experience. Furthermore, Imperva’s advanced global CDN employs sophisticated caching and optimization methods to enhance connection and response times while simultaneously minimizing bandwidth expenses. The combination of these features ultimately leads to a more resilient and efficient online presence.

Actian Data Platform is an integrated data management solution designed to handle data integration, warehousing, and analytics in a single environment. It enables organizations to connect, manage, and analyze data across hybrid infrastructures, including on-premises and cloud systems. The platform offers over 200 pre-built connectors and APIs to automate data pipelines and reduce engineering effort. It supports real-time analytics, allowing users to work with up-to-date data for faster insights. Advanced columnar storage and vectorized processing ensure high performance and scalability for large datasets. The platform includes built-in data quality tools that help maintain accuracy and consistency across data workflows. Actian Data Platform also supports high concurrency, enabling multiple users and processes to run simultaneously without performance issues. It provides flexible deployment options, including public cloud, multi-cloud, and hybrid environments. The system simplifies analytics and reporting by integrating with popular business intelligence tools. It is designed to reduce costs while improving performance compared to traditional data platforms. By combining integration, storage, and analytics, Actian Data Platform helps organizations streamline their data operations.

Automai offers a Robotic Process Automation (RPA) solution that simplifies the automation and management of complex front and back office tasks across various applications. There’s no need for scripting; simply record your processes and refine or enhance them using straightforward commands within a user-friendly interface. Uniquely, Automai's RPA product operates on a shared platform that integrates testing and monitoring tools, enabling scenarios to be created once and applied across multiple functions within the same organization. With Automai's RPA, you can effectively streamline those mundane tasks and processes. Our commitment to evolving robotic automation technology dates back to 2000, when we began mimicking human actions for automated testing purposes. This extensive experience has led to the development of a superior automation solution. Our intelligent robotic automation adapts to the changing variables that humans navigate in decision-making daily, understanding what matters to your business and allowing you to concentrate on more significant challenges. Furthermore, this adaptability ensures that your processes remain efficient and effective even as your business evolves.

PST files serve as personal email archives for many users, often resulting in their widespread distribution across various devices and network storage, which complicates their discovery and management. With advancements in Microsoft Exchange and Office 365, users are now less reliant on local PST file storage. Nevertheless, the legacy PST files still house vital information that requires proper management to regain control. Barracuda PST Enterprise has been specifically developed to tackle this issue effectively. Organizations may find themselves with vast amounts of data trapped within PST files on user devices and network servers, leading to concerns about reliability due to frequent corruption and loss of these files. The financial implications related to the storage, security, and management of these sizeable files are considerable, impacting both system resources and IT administrative tasks. As such, addressing these challenges is critical for ensuring efficient data management and reducing operational costs.

Enhance the potential of both structured and unstructured data within your organization by leveraging outstanding features for data integration, quality enhancement, and cleansing. The SAP Data Services software elevates data quality throughout the organization, ensuring that the information management layer of SAP’s Business Technology Platform provides reliable, relevant, and timely data that can lead to improved business results. By transforming your data into a dependable and always accessible resource for insights, you can optimize workflows and boost efficiency significantly. Achieve a holistic understanding of your information by accessing data from various sources and in any size, which helps in uncovering the true value hidden within your data. Enhance decision-making and operational effectiveness by standardizing and matching datasets to minimize duplicates, uncover relationships, and proactively address quality concerns. Additionally, consolidate vital data across on-premises systems, cloud environments, or Big Data platforms using user-friendly tools designed to simplify this process. This comprehensive approach not only streamlines data management but also empowers your organization to make informed strategic choices.

Astra DB from DataStax is a real-time vector database as a service for developers that need to get accurate Generative AI applications into production, fast. Astra DB gives you a set of elegant APIs supporting multiple languages and standards, powerful data pipelines and complete ecosystem integrations. Astra DB enables you to quickly build Gen AI applications on your real-time data for more accurate AI that you can deploy in production. Built on Apache Cassandra, Astra DB is the only vector database that can make vector updates immediately available to applications and scale to the largest real-time data and streaming workloads, securely on any cloud. Astra DB offers unprecedented serverless, pay as you go pricing and the flexibility of multi-cloud and open-source. You can store up to 80GB and/or perform 20 million operations per month. Securely connect to VPC peering and private links. Manage your encryption keys with your own key management. SAML SSO secure account accessibility. You can deploy on Amazon, Google Cloud, or Microsoft Azure while still compatible with open-source Apache Cassandra.

Commvault Cloud serves as an all-encompassing cyber resilience solution aimed at safeguarding, managing, and restoring data across various IT settings, which include on-premises systems, cloud infrastructures, and SaaS platforms. Utilizing the power of Metallic AI, it boasts cutting-edge functionalities such as AI-enhanced threat detection, automated compliance mechanisms, and accelerated recovery options like Cleanroom Recovery and Cloudburst Recovery. The platform guarantees ongoing data protection through proactive risk assessments, threat identification, and cyber deception tactics, all while enabling smooth recovery and business continuity through infrastructure-as-code automation. By providing a streamlined management interface, Commvault Cloud allows organizations to protect their vital data assets, ensure regulatory compliance, and quickly address cyber threats, which ultimately helps in reducing downtime and minimizing operational interruptions. Additionally, the platform's robust features make it an essential tool for businesses aiming to enhance their overall data security posture in an ever-evolving digital landscape.

Oracle Big Data Discovery is an impressively visual and user-friendly tool that harnesses the capabilities of Hadoop to swiftly convert unrefined data into actionable business insights in just minutes, eliminating the necessity for mastering complicated software or depending solely on highly trained individuals. This product enables users to effortlessly locate pertinent data sets within Hadoop, investigate the data to grasp its potential quickly, enhance and refine data for improved quality, analyze the information for fresh insights, and disseminate findings back to Hadoop for enterprise-wide utilization. By implementing BDD as the hub of your data laboratory, your organization can create a cohesive environment that facilitates the exploration of all data sources in Hadoop and the development of projects and BDD applications. Unlike conventional analytics tools, BDD allows a broader range of individuals to engage with big data, significantly reducing the time spent on loading and updating data, thereby allowing a greater focus on the actual analysis of substantial data sets. This shift not only streamlines workflows but also empowers teams to derive insights more efficiently and collaboratively.

QEDIT stands as a robust, enterprise-focused platform designed for cross-organizational data collaboration, tailored for the evolving landscape of the data economy. By utilizing cutting-edge privacy-enhancing technologies, we enable businesses to effectively monetize their data assets, refine their analytics processes, and extract actionable insights from secondary sources while ensuring a risk-free environment. Our cloud-hosted solution is highly scalable and integrates smoothly with existing legacy database systems, allowing for quick implementation. With features such as a customizable dashboard, advanced reporting capabilities, and real-time notifications, QEDIT delivers essential, timely intelligence for your business needs. This platform not only supports regulatory-compliant data sharing but also fosters growth, reduces risks, and addresses intricate business challenges. Ultimately, QEDIT equips companies with the tools necessary to collaborate securely and leverage external data insights without compromising confidentiality. By facilitating these connections, QEDIT transforms the way organizations approach data sharing and utilization in a competitive market.

Tailored for straightforward deployment and effective management, the Lenovo ThinkAgile HX integrates Nutanix software with Lenovo's top-rated, high-performance hardware. Specifically, the ThinkAgile HX1021 certified node is crafted as an Edge solution, featuring appropriately scaled compute and storage within a compact 1U height, half-width, and short-depth design, catering to the demands of users in remote environments. This streamlined construction empowers innovative computing capabilities right at the source of data generation in various settings such as retail, manufacturing sites, gas stations, dining establishments, healthcare facilities, and educational institutions. With the introduction of advanced second-generation Intel processors, the ThinkAgile HX collection now delivers enhanced performance, making it ideal for a wide range of virtualized tasks, including Remote Office Branch Office, file and print management, email services, analytics, and in-memory databases. Lenovo systems have consistently achieved the highest number of performance world records and have maintained an unrivaled reputation for reliability over the past six years. With such robust capabilities, businesses can confidently rely on Lenovo's solutions to meet their evolving technological needs.

The WSO2 integration runtime engine can fulfill various functions within your organization's architecture. It serves as both an Enterprise Service Bus (ESB) and a microservices integrator. When functioning as an ESB, it addresses your requirements for message routing, transformation, mediation, orchestration, and hosting of services and APIs. It employs various routing techniques, including header-based, content-based, rule-based, and priority-based routing. Furthermore, it effectively implements Enterprise Integration Patterns (EIPs) and offers capabilities for database and event stream integration. You can transform messages using XSLT 1.0/2.0, XPath, XQuery, and Smooks, alongside visual data mapping tools and connectors for transforming CSV, JSON, and XML formats. The engine is compatible with a wide range of data sources, including any relational database management system (RDBMS), CSV, Excel, ODS, Cassandra, and Google spreadsheets. Additionally, it supports the OData v4 protocol, making it suitable for various RDBMS and Cassandra data sources. Database compatibility extends to MSSQL, DB2, Oracle, OpenEdge, TerraData, MySQL, PostgreSQL/EnterpriseDB, H2, Derby, and any database that utilizes a JDBC driver, allowing for seamless nested queries across different data sources. The versatility and extensive support provided by the WSO2 integration engine empower organizations to streamline their integration processes effectively.