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Istio
Istio
Effortlessly manage, secure, and optimize your services today.
Implement, protect, oversee, and track your services with ease. Istio's advanced traffic management features allow you to control the flow of traffic and API exchanges between various services effortlessly. In addition, Istio makes it easier to configure service-level parameters like circuit breakers, timeouts, and retries, which are vital for executing processes such as A/B testing, canary releases, and staged rollouts by distributing traffic according to specified percentages. The platform is equipped with built-in recovery features that boost your application's resilience against failures from dependent services or network challenges. To tackle security concerns, Istio provides a comprehensive solution that safeguards your services in diverse environments, as detailed in this guide, which shows how to utilize Istio's security measures effectively. Specifically, Istio's security framework addresses both internal and external threats to your data, endpoints, communication channels, and overall platform integrity. Moreover, Istio consistently generates detailed telemetry data for all service interactions within a mesh, which enhances monitoring and offers valuable insights. This extensive telemetry is essential for ensuring high service performance and robust security, making Istio an indispensable tool for modern service management. By implementing Istio, you are not only reinforcing the security of your services but also improving their overall operational efficiency.
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Codefresh
Codefresh
Streamline development with innovative container delivery solutions.
Founded in 2014, Codefresh offers a comprehensive container delivery platform that integrates CI/CD with Image Management, fostering collaboration between developers and operations teams. This innovative platform enables both startups and large enterprises to swiftly leverage microservices and container-based technologies. Headquartered in Silicon Valley, Israel, Codefresh is at the forefront of advancing containerization in the software industry. Its solutions are designed to enhance efficiency and streamline processes for development teams across various sectors.
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VMware NSX
Broadcom
Seamlessly protect and connect applications across diverse environments.
Experience the full spectrum of network and security virtualization with VMware NSX, designed to protect and connect applications seamlessly across various environments, including data centers, multi-cloud setups, bare metal, and container systems. VMware NSX Data Center delivers an advanced L2-L7 networking and security virtualization framework, facilitating centralized oversight of your entire network via a single intuitive interface. Enhance your networking and security operations through one-click provisioning, which brings exceptional flexibility, agility, and scalability by deploying a complete L2-L7 stack in software, independent of any physical hardware limitations. Maintain consistent networking and security policies across both private and public clouds from one central point, regardless of whether your applications operate on virtual machines, containers, or bare metal servers. Moreover, elevate the security of your applications with precise micro-segmentation, which ensures customized protection at the individual workload level, thereby maximizing security throughout your infrastructure. This comprehensive approach not only streamlines management but also significantly boosts operational efficiency, allowing your organization to respond swiftly to changing demands. Ultimately, embracing VMware NSX leads to a more resilient and adaptable IT environment.
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Calico Cloud
Tigera
Elevate your cloud security effortlessly with real-time insights.
A subscription-based security and observability software-as-a-service (SaaS) solution tailored for containers, Kubernetes, and cloud environments offers users an immediate view of service dependencies and interactions across multi-cluster, hybrid, and multi-cloud architectures. This platform simplifies the onboarding experience and enables rapid resolution of Kubernetes-related security and observability issues within just a few minutes. Calico Cloud stands out as a cutting-edge SaaS solution that equips organizations of all sizes to protect their cloud workloads and containers, detect threats, ensure ongoing compliance, and promptly tackle service disruptions in real-time across varied deployments. Built on the foundation of Calico Open Source, acknowledged as the premier framework for container networking and security, Calico Cloud empowers teams to utilize a managed service approach rather than dealing with a complex platform, which significantly enhances their ability to conduct swift analyses and make informed decisions. Furthermore, this advanced platform is designed to evolve with changing security requirements, guaranteeing that users have access to the most up-to-date tools and insights necessary for effectively protecting their cloud infrastructure. Ultimately, this adaptability not only improves security but also fosters a proactive approach to managing potential vulnerabilities.
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Project Calico
Project Calico
"Empower your cloud-native applications with flexible networking solutions."
Calico is a flexible open-source platform that focuses on networking and securing containers, virtual machines, and workloads running on native hosts. It seamlessly integrates with numerous platforms, including Kubernetes, OpenShift, Mirantis Kubernetes Engine (MKE), OpenStack, and even bare metal setups. Users have the option to utilize either Calico's eBPF data plane for cutting-edge performance or the traditional networking pipeline of Linux, allowing for outstanding scalability tailored specifically for cloud-native applications. Both developers and cluster administrators enjoy a cohesive experience and a reliable set of features, regardless of whether they are working in public clouds, on-premises, on a single machine, or across large multi-node clusters. Furthermore, Calico provides various data plane configurations, featuring a pure Linux eBPF data plane, a standard Linux networking data plane, and a Windows HNS data plane. This versatility ensures that it meets the preferences and requirements of users, whether they favor the modern advancements of eBPF or the tried-and-true networking concepts familiar to experienced system administrators. Ultimately, this remarkable flexibility positions Calico as an attractive option for organizations in search of resilient networking solutions that can adapt to their evolving needs. By catering to a wide range of environments and use cases, Calico stands out as a comprehensive choice for enhancing connectivity and security across diverse workloads.
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Open vSwitch
Open vSwitch
Empowering network automation with versatile, reliable, open-source solutions.
Open vSwitch is a versatile, multilayer virtual switch licensed under the open-source Apache 2.0, designed to enable extensive network automation through various programming extensions while supporting conventional management interfaces and protocols like NetFlow, sFlow, IPFIX, RSPAN, CLI, LACP, and 802.1ag. It is also engineered to be distributed across multiple physical servers, similar to VMware's vNetwork distributed vSwitch and Cisco's Nexus 1000V. Its implementation spans a wide range of products and is found in many large-scale production environments, some of which are notably massive. Each stable release of Open vSwitch goes through thorough testing, including a comprehensive regression suite that features hundreds of system-level tests and thousands of unit tests to ensure reliability. In addition to OVS, the Open vSwitch community is dedicated to the development of the OVN project, which augments OVS by offering native support for virtual networking abstractions such as virtual L2 and L3 overlays, along with security groups. This ongoing dedication to enhancement guarantees that Open vSwitch continues to provide a powerful and adaptable solution for network virtualization across various scenarios, ensuring its relevance in the ever-evolving landscape of network technologies.
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NGINX
F5
Transform your infrastructure with powerful, agile, and cost-effective solutions.
NGINX Open Source powers more than 400 million websites around the world. Building on this robust foundation, NGINX Plus functions as an all-in-one software solution that combines load balancing, web serving, and content caching capabilities. By choosing NGINX Plus over conventional hardware load balancers, businesses can explore innovative opportunities without the constraints of traditional infrastructure, resulting in savings exceeding 80% while still achieving excellent performance and reliability. This versatile platform can be deployed across various settings, which include public and private clouds, bare metal servers, virtual machines, and containerized environments. Furthermore, the built-in NGINX Plus API streamlines the completion of routine tasks, thereby boosting operational efficiency. In an era where agility is essential, today's NetOps and DevOps teams require a self-service, API-centric approach that integrates smoothly with CI/CD workflows, which not only accelerates application deployments but also enhances the management of application lifecycles. As technology continues to advance rapidly, NGINX Plus emerges as an indispensable resource for improving operational flexibility and optimizing the use of available resources. It is a pivotal asset for organizations aiming to stay competitive in a fast-paced digital world.
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HAProxy Enterprise
HAProxy Technologies
Unmatched performance and security for seamless application delivery.
HAProxy Enterprise is recognized as the leading software load balancer in the industry, providing robust support for modern application delivery across various scales and environments. Its capabilities include exceptional performance, enhanced observability, and strong security measures. Load balancing can be executed using methods such as round robin, least connections, or through the analysis of URIs, IP addresses, and other hashing techniques. Additionally, it allows for sophisticated decision-making based on any TCP/IP data or HTTP attributes, with comprehensive support for logical operators. Requests can be directed to specific application groups according to criteria like URL, file extensions, client IP addresses, backend health status, and the number of active connections. Furthermore, HAProxy can be customized and extended with Lua scripts, utilizing TCP/IP details and various HTTP request properties—such as cookies, headers, and URIs—to effectively manage user sessions. This flexibility ensures optimal performance tailored to specific operational needs.
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HashiCorp Consul
HashiCorp
Connect, protect, and monitor your services seamlessly today!
An extensive multi-cloud service networking solution is engineered to connect and protect services across diverse runtime environments, including both public and private cloud setups. It provides real-time insights into the status and positioning of all services, guaranteeing progressive delivery and implementing zero trust security with minimal added complexity. Users can have confidence that HCP connections are secured automatically, laying a solid groundwork for secure operations. Furthermore, it enables thorough visibility into service health and performance metrics, which can either be visualized within the Consul UI or exported to third-party analytics platforms. As modern applications increasingly embrace decentralized architectures instead of traditional monolithic frameworks, especially in the context of microservices, there is a notable demand for a holistic view of services and their interrelations. Organizations are also on the lookout for better visibility into the performance and health metrics of these services to boost operational effectiveness. This shift in application design highlights the need for reliable tools that support smooth service integration and monitoring, ensuring that as systems evolve, they remain efficient and manageable. This comprehensive approach not only enhances security but also promotes a more adaptable and responsive infrastructure.
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Transform your networking potential and prepare for a new era of all-encompassing network automation with the Nuage Networks Virtualized Services Platform (VSP). This cutting-edge platform enables you to effortlessly implement SDN and SD-WAN automation across various networks and cloud environments, ranging from private data center clouds to vast enterprise WANs and even the most extensive public cloud infrastructures. Accessible through a broad network of over 70 Managed Service Provider Partners worldwide, our open, secure, and multi-cloud-compatible wide area networking solution equips your organization with the benefits of SD-WAN while providing the flexibility to choose the approach that best suits your digital transformation goals. The Nuage Networks Virtualized Services Platform is recognized as the leading network automation solution in the market, offering a complete array of SDN, SD-WAN, and cloud capabilities. VSP not only advances network automation but also addresses a diverse array of architectures and scales, ensuring that businesses can succeed in an increasingly digital landscape. By leveraging this platform, organizations can optimize their operational efficiencies and maintain a competitive edge in the rapidly evolving technological environment.
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Enhancing the management of north-south network traffic in Kubernetes is essential for achieving reliable and consistent performance at scale while ensuring that your applications remain fast. By adopting sophisticated application-focused configurations that incorporate role-based access control (RBAC) and self-service capabilities, you can create security guardrails that empower your teams to manage their applications with both security and agility. This strategy promotes multi-tenancy and reusability, leading to more straightforward configurations and added advantages. With a native, type-safe, and well-structured configuration approach, functionalities such as circuit breaking, advanced routing, header manipulation, mTLS authentication, and web application firewall (WAF) can be streamlined effectively. Moreover, if you're already leveraging NGINX, the NGINX Ingress resources can facilitate a smooth transition of your existing configurations from other environments, significantly improving your operational efficiency. In addition to simplifying network management, this empowerment allows your development teams to accelerate their innovation processes, driving greater value for your organization. By optimizing these components, you can create an environment that is not only secure but also highly responsive to the demands of modern applications.
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Kentik
Kentik
Unlock powerful insights for seamless network management today!
Kentik delivers essential network analytics and insights that allow for effective management of both existing and emerging networks, encompassing all aspects of your traffic from on-premises systems to cloud solutions and internet connections—all accessible via a unified interface.
Our comprehensive offerings include:
- In-depth Network Performance Analytics
- Hybrid and Multi-Cloud Analytics (covering GCP, AWS, Azure)
- Monitoring of Internet and Edge Performance
- Enhanced Infrastructure Visibility
- DNS Security and DDoS Attack Mitigation
- Data Center Analytics
- Application Performance Monitoring
- Strategic Capacity Planning
- Container Networking Solutions
- Insights for Service Providers
- Real-Time Network Forensics
- Network Cost Analytics
All of these features are integrated into a single platform designed for optimal security, performance, and visibility.
Our services are trusted by a diverse range of organizations, including Pandora, Box, Tata, Yelp, the University of Washington, GTT, and many more. Experience it for yourself with a free trial!
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Traefik
Traefik Labs
Streamline networking with enhanced visibility and high availability.
Traefik Enterprise Edition, known as TraefikEE, serves as a cloud-native load balancer and Kubernetes Ingress controller, designed to streamline the intricate networking demands faced by application teams. Built upon the foundation of the open-source Traefik, TraefikEE introduces unique features focused on distributed systems and high availability, making it ideal for production environments with its premium bundled support. This edition allows for clustered setups by segmenting the system into controllers and proxies, thereby enhancing security, scalability, and overall availability. You can deploy applications seamlessly in various environments, whether on-premises or within the cloud. Additionally, it integrates effortlessly with leading infrastructure tools, ensuring a smooth operational experience. The dynamic and automated capabilities of TraefikEE not only save time but also maintain consistency in deploying, managing, and scaling applications. By offering developers enhanced visibility and control over their services, TraefikEE significantly boosts the efficiency of application development and delivery processes, ultimately leading to higher productivity and faster time-to-market. Furthermore, its robust architecture allows organizations to adapt to changing requirements without compromising performance or security.
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Infoblox DDI
Infoblox
Empowering streamlined DDI management for complex networking challenges.
The networking landscape is rapidly evolving, driven by the adoption of hybrid and multi-cloud strategies, improvements in security measures, the growth of software-defined networking (SDN), network functions virtualization (NFV), the shift to IPv6, and the expanding reach of the Internet of Things (IoT). In this time of heightened complexity within networks, organizations must pursue customized solutions that effectively streamline and optimize the management of critical services such as DNS, DHCP, and IP address management—commonly known as DDI—which are crucial for enabling seamless network communications. Infoblox provides applications and appliances specifically designed to cater to your DDI requirements both now and in the future. If you’re seeking centralized management of intricate DDI services on-site while ensuring effective integration with cloud and virtualization solutions, we have just what you need. Interested in significantly boosting networking capabilities at your remote and branch offices through cloud-centric DDI management? Rest assured, we can achieve that. Would you like a holistic overview of all network assets across every facet of your infrastructure? Absolutely, we can deliver that as well. With our support, you will benefit from DDI solutions uniquely tailored to your needs. Moreover, our dedication to innovation guarantees that as your networking demands change, we will continue to offer the most effective solutions, keeping you well-prepared for future challenges and advancements. In this way, we aim to empower you to navigate the complexities of modern networking with confidence and ease.
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F5 Aspen Mesh
F5
Empower your applications with seamless performance and security.
F5 Aspen Mesh empowers organizations to boost the performance of their modern application ecosystems through advanced service mesh technology. As a specialized division of F5, Aspen Mesh focuses on delivering top-tier, enterprise-grade solutions that enhance the functionality of today's app environments. By leveraging microservices, companies can speed up the development of innovative and competitive features, achieving greater scalability and reliability in their offerings. This approach significantly reduces the risk of downtime, thus improving the overall user experience for customers. When implementing microservices in production environments on Kubernetes, Aspen Mesh aids in optimizing the efficiency of distributed systems. In addition to this, the platform provides alerts that are designed to address potential application failures or performance challenges, drawing on data and machine learning insights to enhance operational resilience. The Secure Ingress feature also plays a critical role by ensuring that enterprise applications connect securely to users and the internet, thereby maintaining strong security and accessibility for all parties involved. By integrating these comprehensive solutions, Aspen Mesh effectively streamlines operations while simultaneously driving innovation in application development, making it an invaluable asset for organizations looking to thrive in a competitive digital landscape. Moreover, its focus on continuous improvement helps organizations stay ahead of industry trends and challenges.
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NVIDIA Onyx
NVIDIA
Revolutionizing data centers with unmatched flexibility and efficiency.
NVIDIA® Onyx® introduces a groundbreaking methodology for flexibility and scalability specifically designed for the future of data centers. This platform boasts seamless turnkey integrations with top hyperconverged and software-defined storage solutions, significantly improving operational efficiency. With a powerful layer-3 protocol stack, integrated monitoring capabilities, and high-availability features, Onyx functions as a superior network operating system suitable for enterprise and cloud settings alike. Users can easily deploy their custom containerized applications alongside NVIDIA Onyx, which effectively reduces dependence on custom servers while embedding solutions directly into the networking infrastructure. Its strong compatibility with widely-used hyper-converged infrastructures and software-defined storage options further enhances its practicality. Onyx also embodies the characteristics of a traditional network operating system, providing a familiar command-line interface (CLI) to facilitate user interaction. A single command streamlines the configuration, monitoring, and troubleshooting processes for remote direct-memory access over converged Ethernet (RoCE), while extensive support for containerized applications ensures complete access to the software development kit (SDK). This unique blend of features positions NVIDIA Onyx as a state-of-the-art solution for contemporary data center demands, making it an attractive option for businesses seeking to optimize their IT infrastructure. Moreover, its adaptability paves the way for future advancements in networking technology.
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Submariner
Submariner
Effortless multi-cluster management for resilient, scalable applications.
With the growing adoption of Kubernetes, businesses are increasingly recognizing the importance of managing and deploying multiple clusters to ensure vital functionalities like geo-redundancy, scalability, and fault isolation for their applications. Submariner allows applications and services to function effortlessly across different cloud providers, data centers, and geographic areas. To kick off this process, a Broker must be established on a single Kubernetes cluster, with the API server of this cluster being accessible to all other clusters linked via Submariner. This Broker can be hosted on a dedicated cluster or any of the existing connected ones. After Submariner is installed on a cluster with the necessary Broker credentials, it enables the sharing of Cluster and Endpoint objects between clusters by utilizing methods such as push, pull, and watching, thus creating connections and pathways to other clusters. It's vital that the worker node IP addresses in all linked clusters are outside the Pod and Service CIDR ranges to avoid conflicts. By adhering to these requirements, teams can fully leverage the advantages offered by multi-cluster configurations. This strategic approach not only enhances resilience but also optimizes resource allocation across diverse environments.
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Tungsten Fabric
Tungsten Fabric
Streamline your network with advanced security and efficiency.
Tackle the difficulties posed by intricate tools and overwhelming workloads by adopting an all-in-one networking and security solution. Streamlining your toolset allows for a significant reduction in time wasted on disruptive context shifts, effectively alleviating the fatigue often associated with constant toggling between applications. TF stands out for its exceptional plugin integration, frequently surpassing the basic functionalities found in many other SDN plugins to deliver advanced features. It promotes smooth network interactions, ensuring that your infrastructure operates as a cohesive unit by adhering to well-established open protocol standards in both the control and data planes. The open-source framework of TF encourages ongoing innovation from a diverse group of contributors, providing the versatility to customize outcomes according to your unique requirements or to work alongside reliable vendors. Additionally, it offers the ability to implement namespace isolation and micro-segmentation tailored to individual microservices, enabling the creation of specific security policies and configurations for different tenants. This level of customization and flexibility not only enhances network security but also streamlines operational processes, making TF an indispensable asset for organizations aiming to improve their overall efficiency and security posture. As the landscape of networking and security evolves, leveraging such a comprehensive solution becomes increasingly essential for staying competitive.
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The characteristics of 5G technology are markedly different from those of previous wireless generations. Rather than being viewed simply as a progression of technology, 5G can be understood as a collection of diverse use cases that span an array of applications such as remote healthcare, autonomous vehicles, sophisticated industrial robotics, smart utilities, and precision agriculture, among others. The realization of these use cases requires a new network architecture that integrates multiple features, allowing wireless service providers to seamlessly support devices from 2G through to 5G on a single network. A key element enabling this capability is the shared software that powers Mavenir's offerings, which enhances agility and accelerates the rollout of innovative applications and technologies. This forward-thinking methodology is notable for its incorporation of best practices derived from the hyper-scale cloud and IT domains, thus enhancing the effectiveness of design, development, testing, and deployment processes. As a result, the advent of 5G not only improves current services but also sets the stage for revolutionary breakthroughs across various sectors, ultimately transforming how industries operate and interact with technology.
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flannel
Red Hat
Streamline container networking for enhanced performance and efficiency.
Flannel acts as a dedicated virtual networking layer specifically designed for containerized applications. When working within the OpenShift Container Platform, it can serve as an alternative networking solution to the conventional software-defined networking (SDN) components. This method proves especially beneficial for OpenShift deployments in cloud settings that also utilize SDN technologies, such as OpenStack, by eliminating the need for redundant packet encapsulation between the two systems. Each flanneld agent is responsible for sending information to a centralized etcd store, which allows other agents on different hosts to efficiently route packets to various containers within the flannel network. Furthermore, the accompanying diagram illustrates the architecture and data flow that facilitate communication among containers operating over a flannel network. This configuration not only boosts overall network performance but also streamlines the management of containers in intricate environments, ultimately leading to better resource utilization and operational efficiency.
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Critical Stack
Capital One
Confidently launch and scale applications with innovative orchestration.
Streamline the launch of applications with confidence using Critical Stack, an open-source container orchestration platform crafted by Capital One. This innovative tool adheres to top-tier standards of governance and security, enabling teams to efficiently scale their containerized applications, even in highly regulated settings. With a few simple clicks, you can manage your entire environment and swiftly deploy new services, allowing for a greater focus on development and strategic initiatives instead of tedious maintenance duties. Furthermore, it facilitates the seamless dynamic adjustment of shared infrastructure resources. Teams are empowered to establish container networking policies and controls that are customized to their specific requirements. Critical Stack significantly accelerates development cycles and the rollout of containerized applications, ensuring they function precisely as designed. This solution enables confident deployment of applications with strong verification and orchestration features that address critical workloads while enhancing overall productivity. In addition, this holistic approach not only fine-tunes resource management but also fosters a culture of innovation within your organization, ultimately leading to greater competitive advantage. By utilizing Critical Stack, organizations can navigate complex environments with ease and agility.
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The Converged Cloud Fabric (CCF)™ is an innovative automated networking solution that is fundamentally based on cloud technology principles. By implementing VPC/VNet frameworks in on-premises settings, CCF delivers a Network-as-a-Service model specifically designed for cloud environments. This cutting-edge fabric enhances networking efficiency across diverse private cloud settings, ensuring that the network keeps pace with the swift development of virtual machines and containers. Featuring sophisticated analytics and telemetry, CCF grants real-time insights and context throughout the entire network fabric, along with convenient one-click troubleshooting options. Consequently, collaborative efforts among NetOps, DevOps, and CloudOps teams are significantly improved, facilitating quick application and tenant onboarding. CCF serves as a pivotal resource for both large enterprises and midsize companies, positioning networking as a critical component of their digital transformation strategies. Moreover, with its self-service networking features and contextual insights, NetOps teams are empowered to focus more on innovative projects, such as crafting new services and advancing analytics, rather than becoming entangled in monotonous manual tasks. This transformation enables organizations to maintain a competitive edge and adaptability in a rapidly changing digital environment, fostering a culture of continuous improvement and innovation. Ultimately, CCF not only streamlines operations but also encourages a proactive approach to network management.
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Contrail Networking
Juniper Networks
Seamlessly manage networking across clouds, simplifying connectivity effortlessly.
Contrail Networking offers a versatile and all-encompassing strategy for managing networking policies and controls that can be applied across multiple clouds, workloads, and deployment scenarios, all from a unified user interface. By transforming high-level workflows into precise policies, it simplifies the orchestration of virtual overlay connectivity in a variety of environments. Users are able to effectively implement and oversee end-to-end policies in both physical and virtual contexts. At its core, Contrail Networking is built on the open-source network virtualization platform Tungsten Fabric, which equips it with software-defined networking (SDN) capabilities that facilitate the secure deployment of workloads in any environment. This solution guarantees smooth overlay connectivity for any workload, independent of the underlying compute technology, whether it involves traditional bare-metal servers, virtual machines, or containers. Furthermore, Contrail Command acts as a user-friendly operational and management interface, optimizing user engagement and boosting overall productivity. The integration of these capabilities not only empowers organizations to sustain strong network performance but also enhances their ability to adapt to changing requirements effectively. Consequently, organizations can achieve a more responsive and agile networking infrastructure.
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Cilium
Cilium
Revolutionizing cloud-native networking with enhanced security and performance.
Cilium is a cutting-edge open-source solution aimed at improving, securing, and monitoring network communications within container workloads and cloud-native setups, harnessing the innovative Kernel technology referred to as eBPF. In contrast to conventional configurations, Kubernetes lacks an inherent Load Balancing mechanism, which is typically managed by cloud providers or the networking teams handling private cloud environments. Cilium effectively oversees incoming traffic by employing BGP while utilizing XDP and eBPF to enhance overall performance. The integration of these technologies results in a robust and secure load balancing system. Operating directly at the kernel level, Cilium paired with eBPF facilitates informed connectivity decisions for various workloads, whether they exist on the same node or are distributed across multiple clusters. By utilizing eBPF and XDP, Cilium not only boosts latency and performance but also eliminates the necessity for Kube-proxy, making operations more efficient and optimizing resource allocation. This transformation not only simplifies the network architecture but also allows developers to dedicate more attention to application development instead of being bogged down by infrastructure issues, ultimately fostering innovation and productivity. As a result, Cilium stands out as an essential tool for modern cloud-native environments.