Alternatives to CloudVision

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 delivers the full power of Grafana’s open and composable observability stack—without the overhead of managing infrastructure. As a fully managed SaaS offering from Grafana Labs, it unifies metrics, logs, and traces in one place, giving engineering teams real-time visibility into systems and applications. Built around the LGTM Stack—Loki for logs, Grafana for visualization, Tempo for traces, and Mimir for metrics—Grafana Cloud provides a scalable foundation for modern observability. With built-in integrations for Kubernetes, cloud services, CI/CD pipelines, and OpenTelemetry, Grafana Cloud accelerates time to value while reducing operational complexity. Grafana Cloud also supports OLAP-style analytics through integrations with data warehouses and analytical engines like BigQuery, ClickHouse, and Druid—enabling multi-dimensional exploration across observability and business data. Teams gain access to powerful features like Adaptive Metrics for cost optimization, incident response workflows, and synthetic monitoring for performance testing—all within a secure, globally distributed platform. Whether you’re modernizing infrastructure, scaling observability, or driving SLO-based performance, Grafana Cloud delivers the insights you need—fast, flexible, and vendor-neutral.

Azure Monitor enhances the reliability and efficiency of your applications and services by providing a holistic approach to gathering, analyzing, and responding to telemetry from both cloud and on-premises settings. This tool enables you to gain insights into the performance of your applications while also proactively detecting problems that may impact them and their associated resources. By leveraging Azure Monitor, organizations can ensure better service continuity and improve user satisfaction through timely interventions.

EDR is a 24-hour job. It doesn't have be your job. EDR is one way to improve your security posture. It can be time-consuming and difficult to turn a tool into an enterprise platform. Red Canary provides industry-leading technology, backed by an experienced team that has managed hundreds of EDR instances over the years. We will work with your team to unlock instant value. While many EDR providers offer SaaS offerings, most have data collection caveats to protect their resources. Red Canary offers full visibility EDR with no on-premise deployment and long term storage. Your endpoints are where a lot of things happen. It takes significant hardware and software resources to collect, index, and store high-volume telemetry. Red Canary allows you to store unlimited telemetry data on-premises or in the cloud. It also makes it easy to access it when you need.

Achieve scalable visibility and robust security analytics throughout your organization. Stay one step ahead of new threats in your digital landscape through the cutting-edge machine learning and behavioral modeling capabilities offered by Secure Network Analytics (previously known as Stealthwatch). Gain insights into who is accessing your network and their activities by utilizing telemetry data from your network's infrastructure. Rapidly identify advanced threats and take swift action to mitigate them. Safeguard essential data by implementing smarter network segmentation strategies. This comprehensive solution operates without agents and can adapt as your business expands. Detect intrusions within the ever-evolving network environment with precise alerts that are enhanced with contextual information including user identity, device type, geographical location, timestamps, and application usage. Analyze encrypted traffic to uncover threats and ensure compliance, all without needing to decrypt the data. Leverage advanced analytics to swiftly identify unknown malware, insider threats such as data exfiltration, policy breaches, and other complex attacks. Additionally, retain telemetry data for extended periods to facilitate thorough forensic analysis and further strengthen your security posture.

Network Telemetry: VPC Flow Logs Detecting traffic and access trends that could pose security or operational threats to your organization is achievable in near real-time. Network Telemetry equips both network and security teams with comprehensive and responsive VPC flow logs specifically designed for Google Cloud networking services. Firewall Logging: With VPC Firewall Logs, users can efficiently record both access and denied events of the firewall, enjoying the same level of responsiveness provided by VPC flow logs. Monitoring at Peak Performance: VPC flow logs enable you to oversee your deployments without affecting system performance. Thanks to our innovative approach, activating VPC flow logs grants you extensive visibility without introducing any performance drawbacks. Additionally, the integration of these tools enhances your overall network security posture.

Enhance your security operations with Falcon XDR, which elevates detection and response capabilities throughout your security infrastructure. At its core is leading endpoint protection, and Falcon XDR integrates telemetry from various domains to offer security personnel a centralized, threat-focused command interface. Elevate your EDR capabilities by utilizing consolidated telemetry from multiple platforms, which significantly improves threat correlation and accelerates response efforts against advanced threats. Speed up threat analysis and proactive hunting by converting isolated, fragmented data into robust, cross-platform indicators of attack, actionable insights, and timely alerts. Transform insights gained from XDR into coordinated actions, enabling security teams to create and automate comprehensive, multi-stage response workflows for precise, full-spectrum remediation. This not only streamlines operations but also enhances the effectiveness of your security measures.

Fluent Bit is capable of reading data from both local files and network devices, while also extracting metrics in the Prometheus format from your server environment. It automatically tags all events to facilitate filtering, routing, parsing, modification, and output rules effectively. With its built-in reliability features, you can rest assured that in the event of a network or server failure, you can seamlessly resume operations without any risk of losing data. Rather than simply acting as a direct substitute, Fluent Bit significantly enhances your observability framework by optimizing your current logging infrastructure and streamlining the processing of metrics and traces. Additionally, it adheres to a vendor-neutral philosophy, allowing for smooth integration with various ecosystems, including Prometheus and OpenTelemetry. Highly regarded by prominent cloud service providers, financial institutions, and businesses requiring a robust telemetry agent, Fluent Bit adeptly handles a variety of data formats and sources while ensuring excellent performance and reliability. This positions it as a versatile solution that can adapt to the evolving needs of modern data-driven environments.

Juniper Apstra's intent-driven networking software streamlines and verifies the entire lifecycle of data center networks, from initial setup to ongoing management. As the sole offering in its category that supports multiple vendors, Apstra enables seamless automation and control of networks across diverse data center architectures, vendors, and configurations, simplifying private data centers to the level of cloud environments. With Apstra's unified source of truth and robust analytics, users can enhance network performance and address challenges effectively. Additionally, Apstra reduces the risk of network failures through predictive insights and includes change management features that allow for a network-wide rollback when needed. The inclusion of Juniper Validated Designs (JVDs) guarantees consistent operations and speeds up deployment processes. Furthermore, Apstra Cloud Services, a collection of AI-driven, cloud-native applications aimed at AI operations (AIOps), complements Apstra's intent-based networking by broadening the scope of data center assurance from merely network reliability to encompassing application assurance as well. This integration not only boosts confidence in network performance but also significantly enhances overall operational efficiency.

NoviFlow's CyberMapper enhances and efficiently scales cybersecurity services along with virtualized network functions to Terabit levels by utilizing an advanced Security Load Balancer, packet filtering, and telemetry capabilities within high-performance programmable network fabrics. This innovative solution achieves remarkable levels of performance, adaptability, and scalability by harnessing the capabilities of programmable match-action pipelines, white-box hardware, and widely accepted interfaces like OpenFlow, gRPC, and P4-runtime. By enabling compatibility with NoviWare™ switches—including NoviFlow’s own NoviSwitches and specific white-box options equipped with the robust Intel/Barefoot Tofino—CyberMapper facilitates seamless load balancing, packet brokering, and telemetry services directly integrated into the network architecture, presenting a compact and scalable alternative that comes at a significantly reduced cost compared to traditional load balancing methods. Furthermore, this approach not only streamlines network operations but also empowers organizations to respond swiftly to evolving cybersecurity challenges.

When organizations choose to invest in a comprehensive observability platform that integrates data, insights, and actions throughout their IT landscape, they are able to address issues more swiftly while also removing data silos, reducing the need for resource-intensive war rooms, and alleviating alert fatigue. The Riverbed IQ unified observability solution empowers both business and IT to make quick and effective decisions by encapsulating expert troubleshooting knowledge, enabling less experienced staff to deliver more first-level resolutions, which in turn fosters digital innovation and enhances the overall digital experience for both customers and employees. By utilizing broad-based telemetry, organizations can attain a cohesive view of performance and insights, establishing a solid foundation of unified observability that supports the delivery of all other capabilities. Riverbed IQ’s methodology towards unified observability initiates with our full-fidelity telemetry, which spans across network and infrastructure components and incorporates metrics related to the end-user experience, ensuring a comprehensive understanding of system performance. This holistic approach not only streamlines troubleshooting but also positions organizations to respond adeptly to evolving digital demands.

Enhanced high-definition APM visibility through real user monitoring, synthetic monitoring, and OpenTelemetry offers a solution that is scalable, user-friendly, and simplifies the integration of insights from end users, applications, networks, and the cloud-native space. The rise of microservices within containerized environments on dynamic cloud infrastructures has resulted in a highly transient and distributed landscape at an unprecedented scale. Traditional methods of enhancing APM, which rely on sampled transactions, partial traces, and aggregate metrics, have become ineffective, as legacy APM solutions struggle to identify the reasons behind slow or stalling critical business applications. The Riverbed platform provides cohesive visibility across the contemporary application landscape, ensuring ease of deployment and management, while facilitating quicker resolution of even the most challenging performance issues. Riverbed APM is thoroughly designed for the cloud-native environment, offering extensive monitoring and observability for transactions that operate on the latest cloud and application infrastructures, ultimately enhancing operational efficiency and user experience. This comprehensive approach not only addresses current performance challenges but also positions organizations to adapt to future technological advancements seamlessly.

Navigating performance visibility in today’s intricate IT landscapes can be quite challenging, particularly with applications that traverse traditional data centers, SaaS, and IaaS cloud setups. A conventional, siloed management approach often leads to a disjointed and incomplete understanding of performance metrics. Consequently, IT teams find themselves dedicating significant time to data analysis, frequently arriving at divergent and sometimes contradictory insights regarding the root causes of performance issues. The Riverbed Portal addresses this issue by consolidating performance telemetry, resulting in a unified and dynamic overview of performance metrics. This comprehensive perspective provides IT operations teams with a reliable single source of truth, which streamlines troubleshooting processes and delivers valuable insights for stakeholders across the organization. Ultimately, this enables IT to effectively manage and enhance applications, data, and traffic within the entire hybrid network, allowing key resources to concentrate on high-priority strategic initiatives while reducing the likelihood of performance-related disputes. By fostering a clearer understanding of performance, teams can make informed decisions that drive overall efficiency and effectiveness within the organization.

Forward Enterprise documents, verifies, predicts, and searches the behavior of your network. It creates an always-up-to-date software copy of your entire network infrastructure, both on-prem as well as in the cloud. It integrates seamlessly into existing network management tools and workflows thanks to its REST APIs. Forward Enterprise can be deployed either on-prem, or via cloud hosting to provide complete flexibility in implementation. Automatically create a network diagram that is accurate and complete with details about your environment. A complete inventory of all your hardware and software, across platforms and versions. Visualize the network-wide L2, 3 and 4 states and all device configurations. An intuitive and powerful tool allows you to search network behavior, configuration, and state network-wide. For fast root-cause isolation, and incident remediation, locate any device in your network including all connections.

Contrail Insights provides operators with the means to manage and visualize the utilization of infrastructure resources by workloads while facilitating capacity planning to maintain application performance. By leveraging Contrail Insights, operators in software-defined data centers gain access to a comprehensive set of tools that enhance visibility into both operational performance and infrastructure resources. In the context of extensive multicloud networks, it is essential for operations teams to have both real-time and historical insights into their infrastructure to guarantee service reliability and reduce operational expenses. Typically, cloud infrastructure is structured in multiple abstraction layers, and as automation in operations grows, performance monitoring becomes the primary activity, replacing manual interventions. Nevertheless, as the volume of telemetry data expands and abstraction layers are systematically analyzed to troubleshoot network infrastructure, the complexity of monitoring simultaneously escalates, creating new challenges for operators. This shift necessitates a more sophisticated approach to data analysis to manage the intricate ecosystem of cloud resources effectively.

Sawmills stands out as the pioneering smart telemetry management platform that empowers businesses to manage their logs, metrics, and traces efficiently before incurring expenses from traditional observability tools. Its innovative use of AI for noise detection sets it apart from other solutions in the market, allowing Sawmills to effectively minimize waste, enhance data integrity, and enforce governance measures. Unlike conventional filtering methods and manually crafted rules, which often fall short in scalability, Sawmills leverages AI to analyze telemetry data in real-time, identifying noise patterns, duplicate events, low-value attributes, excessive cardinality, PII/policy breaches, and faulty schemas. For every issue detected, Sawmills suggests a corresponding action—options include filtering, redacting, aggregating, downsampling, normalizing, enriching, and it features the ability to auto-remediate with necessary approvals, service level agreements, and rollbacks. This proactive approach not only shifts oversight upstream but also significantly decreases waste, enhances the quality of the data being collected, and automates governance, ultimately leading to more efficient data management practices across enterprises.

Security and observability tailored for Kubernetes environments. Implementing security and observability as code is essential for modern cloud-native applications. This approach encompasses cloud-native security as code for various elements, including hosts, virtual machines, containers, Kubernetes components, workloads, and services, ensuring protection for both north-south and east-west traffic while facilitating enterprise security measures and maintaining continuous compliance. Furthermore, Kubernetes-native observability as code allows for the gathering of real-time telemetry, enhanced with context from Kubernetes, offering a dynamic view of interactions among components from hosts to services. This enables swift troubleshooting through machine learning-driven detection of anomalies and performance issues. Utilizing a single framework, organizations can effectively secure, monitor, and address challenges in multi-cluster, multi-cloud, and hybrid-cloud environments operating on either Linux or Windows containers. With the ability to update and deploy security policies in mere seconds, businesses can promptly enforce compliance and address any emerging issues. This streamlined process is vital for maintaining the integrity and performance of cloud-native infrastructures.

The Infinera Transcend Software Suite is a sophisticated, modular platform designed for application-based network automation, allowing users to exceed the limitations of their current network capabilities. With this multi-layered, multi-domain, and multi-vendor software offering, organizations can streamline operations, optimize resources, and achieve rapid service delivery, thereby facilitating significant network transformation. Utilizing cloud-native technologies, Transcend empowers users through a variety of applications, including network discovery, path computation, and advanced closed-loop automation alongside robust analytics. These industry-leading, open, and adaptable solutions are simple to implement and can be tailored to meet specific needs. Infinera stands as a leading provider of cutting-edge networking solutions, helping enterprises, governments, carriers, and cloud operators enhance their network bandwidth, speed up service innovation, and automate their network operations effectively. As the demand for dynamic and responsive networks grows, the Transcend Software Suite positions users to stay ahead in an increasingly competitive landscape.

OpenTelemetry provides high-quality, widely accessible, and portable telemetry for enhanced observability. It consists of a suite of tools, APIs, and SDKs designed to help you instrument, generate, collect, and export telemetry data, including metrics, logs, and traces, which are essential for evaluating your software's performance and behavior. This framework is available in multiple programming languages, making it versatile and suitable for diverse applications. You can effortlessly create and gather telemetry data from your software and services, subsequently forwarding it to various analytical tools for deeper insights. OpenTelemetry seamlessly integrates with well-known libraries and frameworks like Spring, ASP.NET Core, and Express, among others. The process of installation and integration is streamlined, often requiring just a few lines of code to get started. As a completely free and open-source solution, OpenTelemetry enjoys widespread adoption and support from major players in the observability industry, ensuring a robust community and continual improvements. This makes it an appealing choice for developers seeking to enhance their software monitoring capabilities.

A specialized application performance monitoring tool tailored for distributed systems, particularly optimized for microservices, cloud-native environments, and containerized architectures like Kubernetes. One SkyWalking cluster has the capacity to collect and analyze over 100 billion pieces of telemetry data. It boasts capabilities for log formatting, metric extraction, and the implementation of diverse sampling policies via a high-performance script pipeline. Additionally, it allows for the configuration of alarm rules that can be service-centric, deployment-centric, or API-centric. The tool also has the functionality to forward alarms and all telemetry data to third-party services. Furthermore, it is compatible with various metrics, traces, and logs from established ecosystems, including Zipkin, OpenTelemetry, Prometheus, Zabbix, and Fluentd, ensuring seamless integration and comprehensive monitoring across different platforms. This adaptability makes it an essential tool for organizations looking to optimize their distributed systems effectively.

Converged Cloud Fabric (CCF)™ represents an automated networking solution designed with principles rooted in cloud technology. By utilizing VPC/VNet frameworks on-premises, CCF provides a Network-as-a-Service operational model tailored for the cloud. This innovative fabric streamlines networking across various private cloud environments, allowing the network to function alongside the rapid pace of virtual machines and containers. Equipped with advanced analytics and telemetry, CCF offers real-time visibility and context throughout the network fabric, along with one-click troubleshooting features. As a result, teams in NetOps, DevOps, and CloudOps can work together more efficiently, enabling swift onboarding of applications and tenants. CCF empowers both mainstream and midsize enterprises to position networking as a fundamental element of their digital transformation initiatives. Furthermore, with CCF's self-service networking capabilities and contextual insights, NetOps teams can redirect their efforts towards innovative projects, such as developing new services and enhancing analytics, rather than being bogged down by repetitive manual processes. This shift allows organizations to stay competitive and agile in an ever-evolving digital landscape.

IBM Network Intelligence aims to enhance the transition towards an autonomous network lifecycle by providing instantaneous insights and operational automation across various vendors and domains. It employs network-native AI that is specifically trained on extensive telemetry data rather than generic datasets, merging analytical and reasoning functions to act as a cooperative partner rather than merely an observer. With its transparent and explainable AI decisions, it equips users with the assurance needed to understand the rationale behind each action taken. Built upon an open, interoperable framework, it seamlessly integrates with current tools and can function in on-premises, cloud, or hybrid settings without imposing vendor lock-in or necessitating complete system overhauls. From the outset, its pretrained models and swift ecosystem integration empower teams to reduce distractions by leveraging semantic understanding to highlight only actionable, high-confidence insights. This capability not only decreases the frequency of repeated incidents but also accelerates repair times and enhances overall mean time performance, ultimately streamlining network management. Thus, organizations can confidently adopt this cutting-edge technology to navigate the complexities of modern network environments more effectively.

Built on the open-source framework OpenTelemetry, TelemetryHub is the ultimate observability guide, providing data in a single pane of glass for all logs, metrics, and tracing data. A simple, reliable full-stack application monitoring tool that visualizes your complex telemetry data in a consumable format with no propriety configuration or customizations required. TelemetryHub is an easy-to-use and affordable full-stack observability solution provided by Scout APM, an established Application Performance Monitoring tool.

NVIDIA NetQ™ serves as an advanced and scalable toolkit for modern network operations, enabling real-time visibility, troubleshooting, and validation of Cumulus and SONiC fabrics. By leveraging telemetry, it provides valuable insights into the health of data center networks while seamlessly integrating with the DevOps ecosystem. The tool natively incorporates NVIDIA® What Just Happened® (WJH) through the Spectrum® ASIC, facilitating hardware-accelerated detection and reporting of anomalies and transient network problems. Additionally, NetQ can be accessed as a secure cloud service, simplifying installation, deployment, and scalability of your network. Utilizing the cloud-based version of NetQ ensures immediate updates, requires no maintenance, and minimizes appliance management tasks. Users can correlate configuration with operational status, allowing for immediate identification and tracking of state changes across the entire data center infrastructure. This comprehensive approach enhances operational efficiency and promotes proactive network management.

Maximize your resources. Optimize your cloud, platforms, and software. This is the new definition of application and API network operations management. All your API, application, and network operations are managed in the same place, with the same governance rules, observability and auditing. Zero-trust micro-segmentation and omni-directional traffic splitting, infrastructure agnostic authentication, and traffic management are all available to protect your resources. IT-informed decision making is possible. Massive IT operations data is generated by API, application and network monitoring and control. It is possible to access it in real-time using AI. Grey Matter makes integration easy and standardizes aggregation of all IT Operations data. You can fully leverage your mesh telemetry to secure and flexiblely future-proof your hybrid infrastructure.

Leverage the most extensively utilized observability platform, founded on the reliable Elastic Stack (commonly referred to as the ELK Stack), to integrate disparate data sources, providing cohesive visibility and actionable insights. To truly monitor and extract insights from your distributed systems, it is essential to consolidate all your observability data within a single framework. Eliminate data silos by merging application, infrastructure, and user information into a holistic solution that facilitates comprehensive observability and alerting. By integrating limitless telemetry data collection with search-driven problem-solving capabilities, you can achieve superior operational and business outcomes. Unify your data silos by assimilating all telemetry data, including metrics, logs, and traces, from any source into a platform that is open, extensible, and scalable. Enhance the speed of problem resolution through automatic anomaly detection that leverages machine learning and sophisticated data analytics, ensuring you stay ahead in today's fast-paced environment. This integrated approach not only streamlines processes but also empowers teams to make informed decisions swiftly.

VisionWorks Service Assurance effectively identifies and addresses end-user experience challenges across 5G, SD-WAN, cloud, and Ethernet networks. It offers a comprehensive perspective on performance throughout the entire network. By utilizing machine learning-driven analysis, it provides valuable insights into network operations. The system is designed to seamlessly integrate with various network and cloud platforms to enhance automation processes. Thanks to VisionWorks' cloud-native architecture, incorporating it with network management, back-office systems, and cloud automation platforms is both swift and straightforward. This enables service providers to implement network automation solutions that not only enhance customer experiences but also minimize costs. In addition, Active Assurance supplements conventional service assurance methods to further enhance the end-user experience. For an in-depth understanding, explore our whitepaper, which illustrates how VisionWorks Active Assurance can effectively identify and resolve end-user experience challenges. With these advancements, organizations can ensure a more reliable and efficient network performance.

Harmonyze's cutting-edge AI agents equip your franchise network to enhance operational efficiency, ensure compliance, and increase profit margins on a large scale. Streamline the management of intricate franchise systems while guaranteeing flawless coordination across every location. Our platform, driven by AI, allows franchisors to concentrate on strategic goals that enhance profitability by automating mundane tasks. Harmonyze keeps track of operational demands, provides proactive performance insights, and facilitates experiments to boost revenue. You can remove the manual burden of franchisee compliance through automated processes that handle requirement generation, communication, and monitoring. Take advantage of AI-enhanced predictive analytics and reporting to detect risks early, protect your brand, and conserve significant funds. Furthermore, swiftly implement and adjust improvements across the network by testing and expanding strategies that generate revenue, ensuring that your franchise can adapt to market changes effectively. Embrace the future of franchise management with Harmonyze and watch your business thrive.

Port0 represents a state-of-the-art network security solution that focuses on improving oversight, management, and segmentation across intricate organizational networks, while also integrating smoothly with endpoint security offerings such as SentinelOne. Essentially, Port0 strives to equip security teams with the necessary tools to connect endpoint defense and overarching network security, thus delivering comprehensive situational awareness, streamlined threat mitigation, and a micro-segmentation framework that aligns with Zero Trust principles. By doing so, it not only enhances security measures but also fosters a more resilient approach to managing potential threats within the network.

SigNoz serves as an open-source alternative to Datadog and New Relic, providing a comprehensive solution for all your observability requirements. This all-in-one platform encompasses APM, logs, metrics, exceptions, alerts, and customizable dashboards, all enhanced by an advanced query builder. With SigNoz, there's no need to juggle multiple tools for monitoring traces, metrics, and logs. It comes equipped with impressive pre-built charts and a robust query builder that allows you to explore your data in depth. By adopting an open-source standard, users can avoid vendor lock-in and enjoy greater flexibility. You can utilize OpenTelemetry's auto-instrumentation libraries, enabling you to begin with minimal to no coding changes. OpenTelemetry stands out as a comprehensive solution for all telemetry requirements, establishing a unified standard for telemetry signals that boosts productivity and ensures consistency among teams. Users can compose queries across all telemetry signals, perform aggregates, and implement filters and formulas to gain deeper insights from their information. SigNoz leverages ClickHouse, a high-performance open-source distributed columnar database, which ensures that data ingestion and aggregation processes are remarkably fast. This makes it an ideal choice for teams looking to enhance their observability practices without compromising on performance.

AgenticOps represents a revolutionary approach that is reshaping enterprise IT operations to align with the requirements of an AI-centric future, utilizing AI agents to convert real-time telemetry, automation, and extensive domain expertise into smart, comprehensive actions that manage workflows across networking, security, and applications within a cohesive platform. Central to this innovation is Cisco’s Deep Network Model, a specialized large language model developed from over four decades of Cisco knowledge, which includes CCIE-level insights, CiscoU educational materials, and practical operational experiences, and has been enhanced through reinforcement learning, chain-of-thought reasoning, and test-time scaling to ensure both accuracy and speed. This sophisticated engine drives AI Canvas, the first generative user interface designed specifically for cross-domain IT operations, which synthesizes live telemetry data into a smart workspace. Users benefit from the integrated Cisco AI Assistant, enabling them to engage in natural language conversations to troubleshoot problems, investigate alternatives, identify root causes, and take corrective measures. This seamless integration of various functionalities enhances operational efficiency, allowing teams to respond swiftly and effectively to evolving challenges. Ultimately, the combination of these advanced technologies paves the way for a more agile and responsive IT environment.

Modern cloud-native applications come with significantly more dependencies, fleeting lifecycles, releases, and telemetry data than ever before. Traditional proprietary monitoring and application performance management (APM) solutions were developed for the age of monolithic applications and fixed infrastructure. These legacy tools tend to be costly, intrusive, and fragmented, often creating more confusion than clarity. While open-source and cloud monitoring options provide a solid starting point, they demand highly experienced engineers to effectively integrate, maintain, and interpret the data they generate. As you navigate the complexities of transitioning to contemporary infrastructure, your existing monitoring framework may be pushed to its limits. This signals the need for a new strategy. Enter OpsCruise! Our platform boasts an in-depth understanding of Kubernetes, and when paired with our innovative machine learning-based behavior profiling, it equips your team to anticipate performance issues and quickly identify their origins. Best of all, this can be achieved at a fraction of the cost of existing monitoring solutions, eliminating the need for code instrumentation, agent deployment, or the upkeep of open-source tools. With OpsCruise, you're not just adopting a new tool; you're embracing a transformational shift in how you manage and optimize your infrastructure.

It facilitates device connectivity through widely accepted IoT protocols such as MQTT, CoAP, and HTTP, accommodating both cloud and local installations. ThingsBoard is engineered for scalability, reliability, and high performance, ensuring that your data remains secure and intact. You can provision, monitor, and manage your IoT devices securely by utilizing comprehensive server-side APIs. Establish connections among your devices, assets, customers, or other entities with ease. Efficiently gather and archive telemetry data in a scalable and resilient manner. You can visualize your data using either built-in or personalized widgets and adaptable dashboards, which can also be shared with clients. The platform allows you to create data processing rule chains, enabling you to transform and standardize your device data. It can trigger alerts based on incoming telemetry events, updates to attributes, periods of device inactivity, and user interactions. Build a ThingsBoard cluster to achieve maximum scalability and fault tolerance through a microservices architecture. Furthermore, ThingsBoard accommodates both cloud and on-premises setups, making it a versatile choice for various deployment needs. This flexibility ensures that users can tailor their IoT solutions according to specific requirements and preferences.

PacketRanger is a cutting-edge SaaS platform hosted on the web that simplifies the creation and management of telemetry pipelines throughout the entire IT environment by analyzing, filtering, duplicating, and directing data from various sources to countless destination consumers. It allows for the swift development of pipelines that reduce irrelevant data, set volumetric baselines with adjustable alert thresholds, and delivers comprehensive visual tools to identify both low- and high-value data alongside network problems and configuration errors. Tailored specifically for NetFlow, it helps alleviate congestion, enhances flow-based licensing, minimizes duplicate UDP packets, accommodates all versions of NetFlow/IPFIX, provides more than 400 predefined and custom filter templates, reduces packet loss, and addresses exporter constraints. In its functionality for Syslog, it guarantees even event distribution, straightforward keyword and regex filtering, support for TCP/TLS, automatic message parsing without the need for manual grok patterns, and the capability to convert logs into SNMP traps, thereby vastly improving operational efficiency and data management. Ultimately, PacketRanger stands out as an essential tool for any organization looking to streamline their telemetry processes and gain deeper insights into their network performance.

Tencent Cloud has developed a bespoke Global Server Load Balancing (GSLB) system, which, when combined with its distinctive network-wide real-time monitoring capabilities, effectively directs user requests to the most suitable access nodes, thereby guaranteeing superior access quality. The Content Delivery Network (CDN) offers extensive real-time monitoring services that track access and origin-pull traffic, bandwidth usage, request counts, hit rates, and specific status codes with minute-level accuracy. This functionality provides users with an immediate snapshot of their CDN service performance while allowing for continuous oversight of origin server conditions. Additionally, Cloud Monitor allows for customizable alarm policies, which helps keep users informed about any changes in business activity. Once you activate the CDN and link a domain name, all that is needed is to input a corresponding CNAME record with your domain name service provider to initiate acceleration, ensuring that no further alterations to your business operations are necessary. The seamless integration of these services facilitates a hassle-free experience for users aiming to enhance their online presence.

Gain comprehensive insight into your cloud-native and distributed applications, encompassing everything from microservices to serverless setups, allowing for swift identification and resolution of underlying issues. Effortlessly integrate Application Performance Management (APM) to automatically detect anomalies, visualize service dependencies, and streamline the investigation of outliers and unusual behaviors. Enhance your application code with robust support for widely-used programming languages, OpenTelemetry, and distributed tracing methodologies. Recognize performance bottlenecks through automated, curated visual representations of all dependencies, which include cloud services, messaging systems, data storage, and third-party services along with their performance metrics. Investigate anomalies in detail, diving into transaction specifics and various metrics for a more profound analysis of your application’s performance. By employing these strategies, you can ensure that your services run optimally and deliver a superior user experience.

Pydantic Logfire serves as an observability solution aimed at enhancing the monitoring of Python applications by converting logs into practical insights. It offers valuable performance metrics, tracing capabilities, and a comprehensive view of application dynamics, which encompasses request headers, bodies, and detailed execution traces. Built upon OpenTelemetry, Pydantic Logfire seamlessly integrates with widely-used libraries, ensuring user-friendliness while maintaining the adaptability of OpenTelemetry’s functionalities. Developers can enrich their applications with structured data and easily queryable Python objects, allowing them to obtain real-time insights through a variety of visualizations, dashboards, and alert systems. In addition, Logfire facilitates manual tracing, context logging, and exception handling, presenting a contemporary logging framework. This tool is specifically designed for developers in search of a streamlined and efficient observability solution, boasting ready-to-use integrations and user-centric features. Its flexibility and comprehensive capabilities make it a valuable asset for anyone looking to improve their application's monitoring strategy.

The Blue Planet Intelligent Automation Portfolio represents a robust, open software suite designed to provide service providers with profound insights into their networks, thereby streamlining business processes that encompass both IT and Network functions and hastening the journey towards digital transformation. Legacy systems that rely on labor-intensive silos for IT and Network operations are becoming a thing of the past. With Blue Planet, organizations can achieve closed-loop automation through its innovative multi-domain, multi-layer orchestration, which is enhanced by inventory federation, analytics, and route optimization and assurance, thereby unlocking the true potential of their networks and enhancing business agility. This platform operates seamlessly across various vendor domains, including Ciena’s ecosystem managed by the Manage, Control and Plan (MCP) system, enabling the swift delivery of a diverse range of end-to-end services that excel in performance while significantly reducing operational costs. Furthermore, by adopting such advanced automation solutions, companies can position themselves at the forefront of technological advancement, ensuring they remain competitive in an ever-evolving market landscape.

Phoenix serves as a comprehensive open-source observability toolkit tailored for experimentation, evaluation, and troubleshooting purposes. It empowers AI engineers and data scientists to swiftly visualize their datasets, assess performance metrics, identify problems, and export relevant data for enhancements. Developed by Arize AI, the creators of a leading AI observability platform, alongside a dedicated group of core contributors, Phoenix is compatible with OpenTelemetry and OpenInference instrumentation standards. The primary package is known as arize-phoenix, and several auxiliary packages cater to specialized applications. Furthermore, our semantic layer enhances LLM telemetry within OpenTelemetry, facilitating the automatic instrumentation of widely-used packages. This versatile library supports tracing for AI applications, allowing for both manual instrumentation and seamless integrations with tools like LlamaIndex, Langchain, and OpenAI. By employing LLM tracing, Phoenix meticulously logs the routes taken by requests as they navigate through various stages or components of an LLM application, thus providing a clearer understanding of system performance and potential bottlenecks. Ultimately, Phoenix aims to streamline the development process, enabling users to maximize the efficiency and reliability of their AI solutions.

Maximizing your application's performance is a breeze with the FREE trial of Prefix, which incorporates OpenTelemetry. This state-of-the-art open-source observability protocol allows OTel Prefix to enhance application development through seamless ingestion of universal telemetry data, unparalleled observability, and extensive language support. By empowering developers with the capabilities of OpenTelemetry, OTel Prefix propels performance optimization efforts for your entire DevOps team. With exceptional visibility into user environments, new technologies, frameworks, and architectures, OTel Prefix streamlines every phase of code development, app creation, and ongoing performance improvements. Featuring Summary Dashboards, integrated logs, distributed tracing, intelligent suggestions, and the convenient ability to navigate between logs and traces, Prefix equips developers with robust APM tools that can significantly enhance their workflow. As such, utilizing OTel Prefix can lead to not only improved performance but also a more efficient development process overall.

Nokia's VitalSuite® Performance Management software is a comprehensive solution for managing performance across multiple vendors and applications, delivering insights into both historical data and near-real-time metrics that encompass everything from network devices and servers to VoIP and web traffic, as well as essential applications and network resources. This solution enables proactive performance monitoring and presents information through a user-friendly Web 2.0 interface, accommodating both IPv4 and IPv6 network settings. VitalSuite features several key software modules, including VitalSuite® Apps for Application Performance Management, which tracks the performance of critical business applications. It provides real-time, network-wide visibility into network-based applications like Email, Web, DNS, and proprietary applications by analyzing traffic volumes and monitoring application transaction response times. Additionally, VitalSuite® Net for Network Performance Management complements the suite with capabilities for discovering and monitoring a variety of multivendor environments. Together, these tools ensure that organizations can maintain optimal performance across their entire network infrastructure.

Network operators require the capability to automate the provisioning and management of network service paths tailored to various constraints defined by applications and end users. The NorthStar Controller, recognized as the first WAN software-defined networking (SDN) controller designed specifically for traffic optimization, assists operators in realizing this capability. It streamlines the control over segment routing and IP/MPLS flows across service provider, cloud provider, and large enterprise networks. With NorthStar Controller, operators gain detailed insights into traffic patterns while enhancing network capacity through automated processes. The system continually monitors the network in real time, collecting and analyzing streaming telemetry, IGP, and BGP-LS data to establish new service paths that align with user-defined SLA requirements. Consequently, NorthStar Controller enables you to operate your network at higher capacity utilization levels, ensuring efficiency and reliability in performance. Ultimately, this solution empowers operators to make informed decisions that maximize network capabilities while maintaining quality of service.

LaborPro is a sophisticated cloud-based software solution that focuses on engineered labor standards, enabling organizations to effectively govern intricate and varied labor models across multiple sectors such as retail, grocery, distribution, manufacturing, and services. The system comes equipped with preconfigured master standards tailored to these industries, alongside adaptable location profiling that allows for customization of standards at each specific site. Utilizing a statistical work content-based modeling strategy, it ensures that the standards remain accurate and relevant to the needs of the business. Furthermore, organizations can implement these standards either network-wide or on a site-by-site basis with remarkable ease. The platform is designed to handle both straightforward and continuously evolving labor models, prioritizing speed, reliability, and user-friendliness. By allowing businesses to maintain their labor standards with minimal IT involvement and across extensive operations, it enhances operational efficiency. Moreover, its robust and intuitive location profiling feature streamlines the process of developing standards that are specific to various locations. This flexibility is crucial for organizations that need to adapt quickly to changing labor requirements.

Revolutionize your networking capabilities and get ready for a new age of comprehensive network automation with the Nuage Networks Virtualized Services Platform (VSP). This innovative platform allows you to implement SDN and SD-WAN automation seamlessly across diverse networks and clouds, accommodating everything from private data center clouds to expansive enterprise WANs and even the largest public cloud infrastructures. Available through an extensive network of over 70 Managed Service Provider Partners globally, our open, secure, and multi-cloud-compatible wide area networking solution empowers your business with the advantages of SD-WAN while also offering the adaptability to select the strategy that aligns best with your digital transformation objectives. The Nuage Networks Virtualized Services Platform stands as the foremost network automation solution in the industry, supporting a comprehensive suite of SDN, SD-WAN, and cloud functionalities. VSP not only enhances network automation but also caters to a wide range of architectures and sizes, ensuring that organizations can thrive in an increasingly digital world.

The Network Convergence System 5000 Series is engineered to provide a cost-effective solution for scaling the networking architectures of large enterprises, over-the-top (OTT) platforms, and service providers in data centers. With an impressive throughput of 960 Gbps and 1.4 billion packets per second, the 5000 Series routers boast a compact design and efficient power consumption. This advanced system delivers a highly dense, programmable option that accommodates application hosting, machine-to-machine (M2M) communication, telemetry, and adaptive software feature delivery. Additionally, Cisco’s nV technology significantly cuts operational expenses and streamlines network management by leveraging the distributed control plane of the Cisco ASR 9000 Series, ultimately enhancing performance and efficiency in modern networking. By utilizing such innovative technologies, organizations can expect improved scalability and adaptability in their networking infrastructure.

Netris sets itself apart from conventional network automation solutions by delivering a cloud provider-like approach to network automation and abstraction that caters to both multi-tenant public clouds and private cloud infrastructures. You can oversee resilient networks on your own hardware at any scale, facilitating the provision of private, public, and GPU cloud services seamlessly. By simply connecting your hardware, you can allow Netris software to manage the complexities for you. Netris offers a cohesive control plane that supports a range of networking needs for diverse workloads in multi-tenant cloud settings, from traditional networking gear to AI/ML-optimized NVIDIA Spectrum-X GPU network fabrics. It empowers users to implement crucial cloud networking elements, including Virtual Private Clouds (VPCs), internet gateways, NAT gateways, network access control, elastic load balancers, DHCP, and more, while ensuring compatibility with bare metal, virtual machines, Docker, and Kubernetes workloads. With Netris, organizations can effortlessly scale their network operations while maintaining high levels of performance and reliability.