Best IT Management Software for Oracle Big Data Discovery

Grafana Labs delivers the leading AI-powered observability platform, built around Grafana—the most widely adopted open source technology for dashboards and visualization. Recognized as a Leader in the 2025 Gartner® Magic Quadrant™ for Observability Platforms, Grafana Labs supports more than 25 million users and thousands of organizations worldwide, from startups to Fortune 500 enterprises. Grafana Cloud is the open observability cloud, designed to help engineering teams observe everything and solve anything. Built on open source, open standards, and open ecosystems, it unifies metrics, logs, traces, and profiles in a single platform for full-stack visibility across applications, infrastructure, and digital experiences. At the core is the open-source LGTM stack: Grafana for dashboards and visualization, Mimir for metrics, Loki for logs, and Tempo for distributed tracing. Native OpenTelemetry and Prometheus support allow teams to ingest telemetry from virtually any environment, while hundreds of integrations connect existing tools and data sources without costly rip-and-replace migrations. Grafana Cloud combines powerful analytics with AI-driven observability. Grafana Assistant helps engineers investigate issues, explore telemetry, and troubleshoot faster. Adaptive Telemetry identifies the data that matters most and aggregates the rest, helping organizations reduce telemetry costs while preserving valuable insights . With solutions for Kubernetes monitoring, application observability, digital experience monitoring, incident response, synthetic monitoring, and performance testing, Grafana Cloud delivers a complete observability platform that scales with your business.

PagerDuty, Inc. (NYSE PD) is a leader for digital operations management. Organizations of all sizes rely on PagerDuty to deliver the best digital experience to their customers in an ever-on world. PagerDuty is used by teams to quickly identify and solve problems and to bring together the right people to prevent future ones. PagerDuty's 350+ integrations include Slack, Zoom and ServiceNow as well as Microsoft Teams, Salesforce and AWS. This allows teams to centralize their technology stack and get a holistic view on their operations. It also optimizes processes within their toolkits.

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.

Tanzu CloudHealth, which was previously known as VMware Aria Cost Powered by CloudHealth, enhances financial oversight, optimizes operations, and fosters better collaboration within your multi-cloud ecosystem. Gain insight into an extensive array of data essential for overseeing your multi-cloud setup, allowing you to examine your infrastructure by dynamic business units and utilize personalized reporting features. Boost your resource efficiency and achieve significant cost reductions through customized suggestions. Ensure continuous improvement by implementing governance strategies and automated responses that facilitate changes in your cloud framework. With over $24 billion in annual cloud expenditures managed, Tanzu CloudHealth caters to more than 22,000 organizations globally. Additionally, elevate your cloud knowledge using a reliable framework designed to help you advance through various stages of cloud management maturity.

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.

Create, execute, oversee, link, and safeguard all your applications across any cloud environment. VMware's Multi-Cloud solutions provide a cloud operating framework suitable for all types of applications. Propel your digital transformation efforts with the most reliable and widely adopted cloud infrastructure available today. Utilize the same expertise you apply in your data center while accessing a vast network of six major hyperscale public cloud providers and over 4,000 VMware Cloud Provider Partners. By employing a hybrid cloud approach through VMware Cloud Foundation, you can achieve uniform infrastructure and operations for both new and existing cloud-native applications, spanning from the data center to the cloud and extending to the edge. This uniformity fosters enhanced agility while minimizing complexity, expenses, and risks. You can develop, run, and manage contemporary applications across any cloud, addressing various demands with resources from both on-premises and public cloud environments. Furthermore, you have the capability to manage both containerized workloads and traditional VM-based workloads seamlessly on one cohesive platform, ensuring efficiency and adaptability.

Achieve greater flexibility and manage access seamlessly across various physical, virtual, or cloud-based environments. RackWare empowers businesses to transition to the cloud, safeguard their workloads with backup and disaster recovery solutions, and oversee a range of environments—physical, virtual, and cloud—through a unified interface. The Hybrid Cloud Platform (HCP) from RackWare serves as a versatile solution that facilitates workload migration to the cloud, sets up disaster recovery processes, and offers comprehensive management and oversight of all cloud resources, effectively addressing hybrid cloud management needs. Operating on Linux virtual machines, HCP is designed as a distributed software solution. The true advantage of RackWare’s HCP lies in its extensive features and capabilities, ensuring a holistic approach to the entire cloud experience—from migration and disaster recovery to backup and hybrid multi-cloud management, thereby simplifying the complexities of cloud operations for enterprises. This all-encompassing solution not only enhances operational efficiency but also fortifies the security of critical data assets.

Speed up the adoption of hybrid cloud solutions, expand your capabilities as necessary, and oversee data workloads through a user-friendly platform. This platform offers a seamless scale-out solution that is completely integrated with Commvault’s Intelligent Data Management system. Propel your digital transformation journey forward with unparalleled scalability, robust security, and strong resiliency. It provides straightforward and adaptable data protection for all types of workloads, including those involving containers, virtual environments, and databases. The built-in resiliency guarantees data availability even during simultaneous hardware malfunctions. With copy data management, you can easily reuse data, allowing for instant recovery of virtual machines and live production copies for development and testing purposes. Experience high-performance backup and recovery processes thanks to automatic load balancing, improved recovery point objectives (RPO), and minimized recovery time objectives (RTO). Furthermore, enjoy cost-efficient cloud data mobility that enables the transfer of data to, from, inside, and across various clouds. You can also conduct disaster recovery tests on replicas directly from the hardware, ensuring that your organization is well-prepared for any eventuality. This comprehensive solution is designed to enhance operational efficiency while safeguarding your critical data assets.