Timeplus vs. StarRocks

RaimaDB is an embedded time series database designed specifically for Edge and IoT devices, capable of operating entirely in-memory. This powerful and lightweight relational database management system (RDBMS) is not only secure but has also been validated by over 20,000 developers globally, with deployments exceeding 25 million instances. It excels in high-performance environments and is tailored for critical applications across various sectors, particularly in edge computing and IoT. Its efficient architecture makes it particularly suitable for systems with limited resources, offering both in-memory and persistent storage capabilities. RaimaDB supports versatile data modeling, accommodating traditional relational approaches alongside direct relationships via network model sets. The database guarantees data integrity with ACID-compliant transactions and employs a variety of advanced indexing techniques, including B+Tree, Hash Table, R-Tree, and AVL-Tree, to enhance data accessibility and reliability. Furthermore, it is designed to handle real-time processing demands, featuring multi-version concurrency control (MVCC) and snapshot isolation, which collectively position it as a dependable choice for applications where both speed and stability are essential. This combination of features makes RaimaDB an invaluable asset for developers looking to optimize performance in their applications.

BigQuery serves as a serverless, multicloud data warehouse that simplifies the handling of diverse data types, allowing businesses to quickly extract significant insights. As an integral part of Google’s data cloud, it facilitates seamless data integration, cost-effective and secure scaling of analytics capabilities, and features built-in business intelligence for disseminating comprehensive data insights. With an easy-to-use SQL interface, it also supports the training and deployment of machine learning models, promoting data-driven decision-making throughout organizations. Its strong performance capabilities ensure that enterprises can manage escalating data volumes with ease, adapting to the demands of expanding businesses. Furthermore, Gemini within BigQuery introduces AI-driven tools that bolster collaboration and enhance productivity, offering features like code recommendations, visual data preparation, and smart suggestions designed to boost efficiency and reduce expenses. The platform provides a unified environment that includes SQL, a notebook, and a natural language-based canvas interface, making it accessible to data professionals across various skill sets. This integrated workspace not only streamlines the entire analytics process but also empowers teams to accelerate their workflows and improve overall effectiveness. Consequently, organizations can leverage these advanced tools to stay competitive in an ever-evolving data landscape.

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.

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.

Approximately 25 million engineers are employed across a wide variety of specific roles. As companies increasingly transform into software-centric organizations, engineers are leveraging New Relic to obtain real-time insights and analyze performance trends of their applications. This capability enables them to enhance their resilience and deliver outstanding customer experiences. New Relic stands out as the sole platform that provides a comprehensive all-in-one solution for these needs. It supplies users with a secure cloud environment for monitoring all metrics and events, robust full-stack analytics tools, and clear pricing based on actual usage. Furthermore, New Relic has cultivated the largest open-source ecosystem in the industry, simplifying the adoption of observability practices for engineers and empowering them to innovate more effectively. This combination of features positions New Relic as an invaluable resource for engineers navigating the evolving landscape of software development.

CredentialStream® utilizes innovative patented technology to facilitate the requesting, collection, and verification of provider information, ultimately creating a trustworthy Source of Truth for subsequent processes. Its cutting-edge platform is regularly enhanced and is supported by extensive content libraries and top-tier data sets, making CredentialStream the premier solution for managing the entire lifecycle of providers. Additionally, the seamless integration of these resources ensures that organizations can maintain compliance and efficiency in their operations.

Kitcast provides a straightforward digital signage solution for Apple TV that allows users to implement displays wherever they are needed without the hassle of complicated setups or technical issues. With just a few simple clicks, you can have your screens sharing your desired messages seamlessly. If you require expansion, easily link multiple screens and quickly deploy them using MDM capabilities. Diverse Content Capabilities Select from a range of professionally crafted templates and widgets, or utilize an AI tool to generate captivating, interactive displays. You can customize your screens by dividing them into sections, applying smooth transitions, and adjusting layouts to fit your specific communication preferences. Kitcast accommodates a variety of content types, including images, videos, live streams, and dashboards, ensuring that your message is delivered effectively. User-Friendly Management, Robust Features Designed with user-friendliness in mind, Kitcast’s dashboard is accessible for those without a technical background while offering skilled IT professionals advanced features such as API integrations. Being cloud-based, Kitcast enables you to manage your screens from anywhere at any time. You can modify content, arrange playlists, target specific displays with tag-based rules, and categorize screens into organized groups. With Kitcast, you can ensure that your important messages are communicated precisely when they need to be.

Reduce costs, enhance clarity in your projects, and keep your budget in check with ease—thanks to user-friendly timesheets! ClickTime simplifies the process of managing and planning employee hours, enabling you to monitor time from any device, promptly authorize time entries, and utilize dashboards to manage budgets and distribute employee workload. Whether you’re predicting project costs or analyzing previous outcomes, ClickTime provides real-time insights into your operations. Instantly identify which projects are exceeding or falling short of their budgets, gain a clear understanding of team availability, expenses, and overall productivity, and effortlessly manage timesheet approvals, leave requests, and billable hours. This streamlined approach not only saves time but also empowers you to make informed decisions for future projects.

Verkada adeptly merges the intuitive characteristics of consumer security systems with the extensive scale and protection required by businesses and organizations. Through the integration of high-quality hardware and a user-centric, cloud-based software platform, modern enterprises can efficiently oversee and secure their facilities across multiple sites. The inclusion of Power over Ethernet (PoE) cameras allows for rapid installation, taking only minutes and negating the need for traditional network video recorders or digital video recorders. Users have the capability to store footage locally for up to a year, which helps them stay ahead of emerging security threats via ongoing feature upgrades and security patches. The cameras send encrypted thumbnails to the cloud and only transmit video when being actively viewed, facilitating indefinite cloud storage of clips and easy sharing of recorded events with key stakeholders. All footage from various sites can be unified into a single dashboard, granting secure access to the entire team. Additionally, these cameras serve as smart sensors, leveraging advanced AI and edge computing to deliver real-time actionable insights. This cutting-edge methodology effectively tackles the prevalent challenges in physical security management, while simultaneously boosting overall safety and operational productivity. This comprehensive solution not only enhances security measures but also fosters a proactive approach to risk management in the workplace.

Seplex specializes in providing over-the-top (OTT) solutions, catering to operators worldwide with streamlined, robust, and adaptable offerings that encompass everything from content preparation and management to monetization, video delivery, multi-device applications, and real-time analytics. Our comprehensive OTT platform features middleware, transcoders, content delivery networks, digital rights management, multi-screen applications, set-top boxes, and analytics tools, all meticulously designed to empower operators on a global scale. This all-in-one approach streamlines the complexities of content delivery, ensuring that operators can effectively engage their audiences.