OKD vs. Google Cloud Dataproc

JS7 JobScheduler is an open-source workload automation platform engineered for both high performance and durability. It adheres to cutting-edge security protocols, enabling limitless capacity for executing jobs and workflows in parallel. Additionally, JS7 facilitates cross-platform job execution and managed file transfers while supporting intricate dependencies without requiring any programming skills. The JS7 REST-API streamlines automation for inventory management and job oversight, enhancing operational efficiency. Capable of managing thousands of agents simultaneously across diverse platforms, JS7 truly excels in its versatility. Platforms supported by JS7 range from cloud environments like Docker®, OpenShift®, and Kubernetes® to traditional on-premises setups, accommodating systems such as Windows®, Linux®, AIX®, Solaris®, and macOS®. Moreover, it seamlessly integrates hybrid cloud and on-premises functionalities, making it adaptable to various organizational needs. The user interface of JS7 features a contemporary GUI that embraces a no-code methodology for managing inventory, monitoring, and controlling operations through web browsers. It provides near-real-time updates, ensuring immediate visibility into status changes and job log outputs. With multi-client support and role-based access management, users can confidently navigate the system, which also includes OIDC authentication and LDAP integration for enhanced security. In terms of high availability, JS7 guarantees redundancy and resilience through its asynchronous architecture and self-managing agents, while the clustering of all JS7 products enables automatic failover and manual switch-over capabilities, ensuring uninterrupted service. This comprehensive approach positions JS7 as a robust solution for organizations seeking dependable workload automation.

A cloud-centric observability platform that enables organizations to oversee and analyze their workloads and performance through a unified interface. Keep an eye on all your cloud services while maintaining cost efficiency, detailed insights, and scalability. Groundcover offers a cloud-native application performance management (APM) solution designed to simplify observability, allowing you to concentrate on developing exceptional products. With Groundcover's unique sensor technology, you gain exceptional detail for all your applications, removing the necessity for expensive code alterations and lengthy development processes, which assures consistent monitoring. This approach not only enhances operational efficiency but also empowers teams to innovate without the burden of complicated observability challenges.

Wiz introduces a novel strategy for cloud security by identifying critical risks and potential entry points across various multi-cloud settings. It enables the discovery of all lateral movement threats, including private keys that can access both production and development areas. Vulnerabilities and unpatched software can be scanned within your workloads for proactive security measures. Additionally, it provides a thorough inventory of all services and software operating within your cloud ecosystems, detailing their versions and packages. The platform allows you to cross-check all keys associated with your workloads against their permissions in the cloud environment. Through an exhaustive evaluation of your cloud network, even those obscured by multiple hops, you can identify which resources are exposed to the internet. Furthermore, it enables you to benchmark your configurations against industry standards and best practices for cloud infrastructure, Kubernetes, and virtual machine operating systems, ensuring a comprehensive security posture. Ultimately, this thorough analysis makes it easier to maintain robust security and compliance across all your cloud deployments.

Grafana Labs provides an open and composable observability stack built around Grafana, the leading open source technology for dashboards and visualization. Recognized as a 2025 Gartner® Magic Quadrant™ Leader for Observability Platforms and positioned furthest to the right for Completeness of Vision, Grafana Labs supports over 25M users and 5,000+ customers. Grafana Cloud is Grafana Labs’ fully managed observability platform designed for scale, intelligence, and efficiency. Built on the open-source LGTM Stack—Loki for logs, Grafana for visualization, Tempo for traces, and Mimir for metrics—it delivers a complete, composable observability experience without operational overhead. Grafana Cloud leverages machine learning and intelligent data management to help teams optimize performance and control costs. Features like Adaptive Metrics and cardinality management automatically aggregate high-volume telemetry data for precision insights at a fraction of the cost. With AI-driven alerting and incident correlation, teams can detect anomalies faster, reduce alert fatigue, and focus on what matters most—system reliability and user experience. Grafana Cloud supports OLAP-style analysis through integrations with analytical databases and data warehouses, allowing teams to visualize and correlate multi-dimensional datasets alongside observability data. Seamlessly integrated with OpenTelemetry and hundreds of data sources, Grafana Cloud provides a single pane of glass for monitoring applications, infrastructure, and digital experiences across hybrid and multi-cloud environments. Backed by Grafana Labs’ global expertise and trusted by 5,000+ customers, it empowers organizations to achieve observability at scale—open, intelligent, and future-ready.

Dragonfly acts as a highly efficient alternative to Redis, significantly improving performance while also lowering costs. It is designed to leverage the strengths of modern cloud infrastructure, addressing the data needs of contemporary applications and freeing developers from the limitations of traditional in-memory data solutions. Older software is unable to take full advantage of the advancements offered by new cloud technologies. By optimizing for cloud settings, Dragonfly delivers an astonishing 25 times the throughput and cuts snapshotting latency by 12 times when compared to legacy in-memory data systems like Redis, facilitating the quick responses that users expect. Redis's conventional single-threaded framework incurs high costs during workload scaling. In contrast, Dragonfly demonstrates superior efficiency in both processing and memory utilization, potentially slashing infrastructure costs by as much as 80%. It initially scales vertically and only shifts to clustering when faced with extreme scaling challenges, which streamlines the operational process and boosts system reliability. As a result, developers can prioritize creative solutions over handling infrastructure issues, ultimately leading to more innovative applications. This transition not only enhances productivity but also allows teams to explore new features and improvements without the typical constraints of server management.

PBRS is a powerful third-party application that significantly boosts the capabilities of Power BI reports by offering sophisticated options for scheduling, automation, and distribution. With PBRS, users can set Power BI reports to run at designated times or establish repeating schedules tailored to their needs, such as executing a report hourly, bi-daily, or on specific days like the third Monday of each month. Furthermore, it allows for the automation of report generation in response to particular triggers or conditions, such as changes in a database, incoming data through a port, the existence of unread emails in designated folders, or the presence of specific files. In addition, PBRS facilitates the distribution of Power BI reports in a variety of formats—including Excel, PDF, or CSV—to multiple destinations, enabling users to apply unique filters and select recipients for each scheduled report. This extensive flexibility in report distribution ensures that the specific requirements of organizations are effectively met. Moreover, PBRS integrates smoothly with different Power BI environments, encompassing Power BI Service (Pro and PPU), Power BI Report Server (On-Premises), Power BI Premium, and all versions of SQL Server Reporting Services, making it a versatile tool for any reporting needs.

Ant Media specializes in delivering ready-to-implement, highly scalable solutions for real-time video streaming, addressing the demands of live broadcasts effectively. Tailored to meet client specifications, their solutions can be swiftly deployed either on-site or through major public cloud platforms like AWS, Azure, GCP, and Oracle Cloud. Their flagship product, Ant Media Server, functions as a robust video streaming platform, offering Ultra-Low Latency streaming via WebRTC and Low Latency options with CMAF and HLS, all supported by comprehensive operational management tools. In a clustered environment, Ant Media Server can automatically adjust its capacity to efficiently accommodate anywhere from a few dozen to millions of viewers, ensuring a seamless experience for all users. Moreover, Ant Media Server is designed to be compatible with any web browser, and the company provides free SDKs for iOS, Android, and JavaScript, allowing clients to broaden their audience reach significantly. The platform's adaptive bitrate streaming capability ensures smooth video playback across various mobile bandwidths. Ant Media has successfully expanded its service to an increasing customer base across more than 120 countries worldwide, showcasing its global impact in the video streaming industry. This dedication to growth and customer satisfaction continues to position Ant Media as a leader in innovative streaming technology.

Delska operates as a specialized data center and network service provider, delivering customized IT and networking solutions for enterprises. With a total of five data centers in Latvia and Lithuania—one of which is set to open in 2025—and additional points of presence in Germany, the Netherlands, and Sweden, we create a robust regional ecosystem for data centers and networking. Our commitment to sustainability is reflected in our goal to reach net-zero CO2 emissions by 2030, establishing a benchmark for eco-friendly IT infrastructure in the Baltic region. Beyond traditional services like cloud computing, colocation, and data security, we also introduced the myDelska self-service cloud platform, designed for rapid deployment of virtual machines and management of IT resources, with bare metal services expected soon. Our platform boasts several essential features, including unlimited traffic and fixed monthly pricing, API integration, customizable firewall settings, comprehensive backup solutions, real-time network topology visualization, and a latency measurement map, supporting various operating systems such as Alpine Linux, Ubuntu, Debian, Windows OS, and openSUSE. In June 2024, Delska expanded its portfolio by merging with two companies—DEAC European Data Center and Data Logistics Center (DLC)—which continue to function as separate legal entities under the ownership of Quaero European Infrastructure Fund II. This strategic merger enhances our capacity to provide even more innovative services and solutions to our clients.

Since 1999, OmegaCube has been transforming business operations through innovative technology solutions. The company's flagship product, OmegaCube ERP, is a specialized enterprise resource management (ERP) system tailored specifically for the manufacturing and distribution sectors. This software effectively addresses the requirements of industries such as aerospace, automotive, metal fabrication, electronics, and medical devices. Designed to streamline workflows, it significantly enhances companies' operational efficiency. Furthermore, with our proprietary development studio, users can easily customize the software, develop their applications, and embed specific business rules with minimal coding effort. This flexibility allows employees to access the ERP system from any web browser or mobile device, regardless of their location. Additionally, the software can be deployed either on-premise or in the cloud, catering to diverse business needs. OmegaCube also provides the essential implementation expertise required for successful integration. Our reliable implementation strategy has empowered organizations of all sizes to achieve their strategic business objectives, fostering a culture of innovation and growth.

Ango Hub serves as a comprehensive and quality-focused data annotation platform tailored for AI teams. Accessible both on-premise and via the cloud, it enables efficient and swift data annotation without sacrificing quality. What sets Ango Hub apart is its unwavering commitment to high-quality annotations, showcasing features designed to enhance this aspect. These include a centralized labeling system, a real-time issue tracking interface, structured review workflows, and sample label libraries, alongside the ability to achieve consensus among up to 30 users on the same asset. Additionally, Ango Hub's versatility is evident in its support for a wide range of data types, encompassing image, audio, text, and native PDF formats. With nearly twenty distinct labeling tools at your disposal, users can annotate data effectively. Notably, some tools—such as rotated bounding boxes, unlimited conditional questions, label relations, and table-based labels—are unique to Ango Hub, making it a valuable resource for tackling more complex labeling challenges. By integrating these innovative features, Ango Hub ensures that your data annotation process is as efficient and high-quality as possible.