Top AWS Wavelength Alternatives

StarTree Cloud functions as a fully-managed platform for real-time analytics, optimized for online analytical processing (OLAP) with exceptional speed and scalability tailored for user-facing applications. Leveraging the capabilities of Apache Pinot, it offers enterprise-level reliability along with advanced features such as tiered storage, scalable upserts, and a variety of additional indexes and connectors. The platform seamlessly integrates with transactional databases and event streaming technologies, enabling the ingestion of millions of events per second while indexing them for rapid query performance. Available on popular public clouds or for private SaaS deployment, StarTree Cloud caters to diverse organizational needs. Included within StarTree Cloud is the StarTree Data Manager, which facilitates the ingestion of data from both real-time sources—such as Amazon Kinesis, Apache Kafka, Apache Pulsar, or Redpanda—and batch data sources like Snowflake, Delta Lake, Google BigQuery, or object storage solutions like Amazon S3, Apache Flink, Apache Hadoop, and Apache Spark. Moreover, the system is enhanced by StarTree ThirdEye, an anomaly detection feature that monitors vital business metrics, sends alerts, and supports real-time root-cause analysis, ensuring that organizations can respond swiftly to any emerging issues. This comprehensive suite of tools not only streamlines data management but also empowers organizations to maintain optimal performance and make informed decisions based on their analytics.

Wavelength Services offers a swift and secure connection that integrates enterprise, data center, and cloud environments, significantly boosting both performance and accessibility. This service is designed to facilitate the secure transfer of large workloads, specifically addressing the needs of data centers and locations that demand high-capacity connectivity with minimal latency. Additionally, Wavelength Services provides strong routing options across the extensive Verizon Global network. By utilizing dense wavelength-division multiplexing (DWDM), the service delivers a range of point-to-point private network circuit options, such as 1G, 10G, 100G, and 400G, which are specifically tailored for data centers and enterprise locations. With unparalleled performance and the capability to scale efficiently, it is built to handle even the most demanding data operations. It also ensures quick and effective application processing through low-latency, low-jitter connections that offer dedicated throughput. Users can take advantage of high circuit availability backed by service level agreements (SLAs), all while depending on advanced network infrastructure for optimal performance. This all-encompassing solution is perfect for businesses looking to enhance their data management capabilities while remaining agile in a rapidly evolving digital landscape. Companies can thus rely on Wavelength Services not only for speed but also for reliability and efficiency in their data handling processes.

AWS Outposts is an all-encompassing managed service designed to bring AWS’s infrastructure, services, APIs, and tools to virtually any data center, colocation facility, or on-premises environment, thereby providing a fluid hybrid cloud experience. This solution is ideal for applications that require minimal latency when accessing local systems, processing data on-site, meeting data residency mandates, and supporting the migration of applications reliant on local infrastructure. With AWS compute, storage, databases, and more functioning locally on Outposts, users can leverage the entire range of AWS services available in their geographical area to create, manage, and improve their on-premises applications using the familiar AWS toolkit. Furthermore, a VMware variant of AWS Outposts is anticipated to be released soon, offering a fully managed VMware Software-Defined Data Center (SDDC) that runs directly on the AWS Outposts infrastructure at customer sites. This forthcoming product aims to merge the flexibility of VMware’s offerings with the strength of AWS’s infrastructure, enabling organizations to refine their cloud strategies more effectively. As businesses increasingly seek to integrate their cloud and on-premises environments, the introduction of this service could significantly enhance operational efficiency and responsiveness.

Leverage high-performance, low-latency connections to bolster the agility and effectiveness of your digital infrastructure. With Lumen Wavelength Solutions, you can establish swift and secure links that are crucial for applications demanding high data transfer rates and minimal delays. Design, implement, and manage sophisticated low-latency networking solutions that evolve alongside your enterprise's requirements. Efficiently monitor your wavelength services throughout their entire lifecycle. Protect your network from emerging threats with dedicated, secure point-to-point links and layer 1 encryption for enhanced safety. Ensure secure domain management with the help of two-factor authentication protocols. Deliver fast, highly available applications and services by utilizing low-latency routes and competitive service level agreements that prioritize network redundancy through multiple gateway and routing options. Furthermore, ease transitions in network optimization, migrations, and upgrades via tailored routing strategies and transparent design processes, guaranteeing that your infrastructure stays flexible and resilient. This holistic strategy not only boosts your connectivity but also strengthens your network's overall security, creating a robust framework for future growth. By integrating these advanced solutions, you position your enterprise to effectively tackle the evolving challenges of the digital landscape.

Boost the efficiency of your low-latency applications while complying with data residency laws across an increased number of locations. Make use of scalable edge computing resources that follow a pay-as-you-go pricing structure. Take advantage of the robust AWS infrastructure, services, APIs, and tools that ensure smooth operations. AWS Local Zones represent a unique infrastructure type that positions vital AWS services closer to your users and workloads. By situating AWS resources in proximity to your end users and business centers, you can run applications that require single-digit millisecond latency or localized data processing seamlessly. This strategic location enhances the creation and execution of applications for various real-time needs such as gaming, live streaming, augmented and virtual reality (AR/VR), and virtual workstations. Transitioning your applications to a nearby AWS Local Zone allows you to maintain low-latency performance even in a hybrid configuration. Additionally, you can uphold compliance with regional and state data residency regulations across many industries, including healthcare, financial services, and government, while simultaneously broadening your operational scope. Utilizing these local zones not only provides improved performance but also offers increased flexibility in workload management, enabling you to respond swiftly to changing demands. Ultimately, this approach empowers you to innovate and adapt in a competitive landscape.

Enable swift transactions to reduce customer turnover, regardless of their location. Create web applications that feature minimal latency, allowing users to experience immediate interactions and live updates. Employ managed sharding to ensure data segregation, mitigate noisy neighbor problems, and adhere to local data residency regulations. Provide ultra-low latency API services worldwide by strategically placing data centers to guarantee quick response times. Access a global database through a unified endpoint, routing connections to the nearest replica for efficiency. Effortlessly migrate your existing Postgres database clusters and scale them globally using Fortress. Allow our proxy to handle data sharing within the application, meeting both performance requirements and local data residency standards. Developers trust Fortress to minimize network latency for users globally while complying with data sovereignty regulations, all on a platform designed for effective horizontal scalability. This strategy not only boosts user satisfaction but also enhances operational efficiency in various markets, fostering a more competitive edge in the industry. Moreover, the commitment to continuous improvement ensures that the platform evolves to meet future demands and technological advancements.

Transform your applications to comply with local security and regulatory requirements. Improve your control measures and strengthen your compliance framework while reaping the advantages of cloud technology. Your tailored applications can easily fulfill data residency requirements with minimal extra development effort. Venture into new markets and increase your revenue while preserving the quality of your customers' experience. The InCountry platform ensures that your financial services applications comply with data regulations in various countries, allowing you to fully harness their capabilities. Protect your path towards precision medicine with a sophisticated data compliance solution. Accelerate research efforts and shorten discovery times with healthcare-focused solutions from InCountry. Effortlessly penetrate new markets and boost revenue while ensuring a seamless customer experience. Furthermore, the InCountry platform guarantees that your sales operations remain in line with local data regulations, thus building trust and dependability. By leveraging these tools, you can navigate the complexities of compliance while driving innovation and growth in your business.

The transformation of hybrid cloud and edge computing is significantly altering the way cloud services are utilized. Numerous essential applications have hesitated to adopt public cloud services due to concerns surrounding data sovereignty, security, low latency, and field deployment capabilities. Oracle Cloud addresses these particular requirements through its innovative hybrid and edge computing solutions, which are tailored for specialized deployments, function efficiently in environments with intermittent connectivity, and guarantee high performance along with robust data security. While all cloud offerings possess certain trade-offs, many existing solutions are often too limited in scope. A focus on expansive hyperscale cloud regions has required substantial investment to establish, but this approach has generally resulted in a scarcity of available locations. Conversely, smaller-scale alternatives may provide greater flexibility in terms of location but often rely heavily on public cloud connectivity to operate effectively. Consequently, customers with specific needs for data sovereignty, low-latency performance, varied use cases, or levels of control that do not align perfectly with existing offerings have found themselves lacking in viable options. This situation underscores the growing demand for versatile cloud solutions capable of meeting a wide array of organizational requirements, ultimately driving innovation in the industry.

Enterprise-Grade Linux Tailored for Edge-to-Cloud Solutions. This joint open-source venture presents a Debian-based Linux distribution meticulously crafted for applications that operate from edge devices to cloud environments. It ensures consistent performance and stability across a variety of devices, local infrastructure, and cloud services. eLxr provides a secure and resilient distribution, drawing from the advancements made by the open-source community, and includes a reliable schedule for releases and updates that cater to long-term deployments and extended lifecycles. It is particularly well-suited for applications with stringent timing requirements, leveraging preempt-rt kernel configurations to enhance low-latency performance and guarantee that tasks are executed within precise time limits. This methodology significantly enhances determinism and predictability when juxtaposed with standard Linux kernels. eLxr has been engineered with a streamlined footprint, fostering peak performance and resource efficiency while simultaneously reducing potential security vulnerabilities. It incorporates all critical features and functionalities, ensuring efficient utilization of system resources while accommodating a wide range of deployment needs. Consequently, users can anticipate a versatile and high-performing platform that meets a variety of application demands while remaining adaptable to evolving technology landscapes.

Carmen® Worker is an innovative on-site Automatic Number Plate Recognition (ANPR) solution that ensures swift, real-time identification of vehicles, specifically designed to fit within your organization’s framework. This software operates independently of cloud services, guaranteeing complete data privacy and minimal processing times, which makes it ideal for industries that require strict data management, such as access control, parking management, toll services, and traffic enforcement. Capable of recognizing license plates from over 160 countries and accommodating more than 38,000 unique plate designs, it allows for easy integration with existing systems through its Vehicle API and Transport API, facilitating smooth implementation across a variety of infrastructure setups. Furthermore, Carmen® Worker is highly customizable, providing tailored options to meet the distinct needs of each application, including local adjustments and parameters that enhance accuracy and efficiency in different operational scenarios. The software's adaptability not only streamlines workflows but also ensures that organizations uphold rigorous data security standards, making it a valuable asset in the pursuit of operational excellence. Ultimately, Carmen® Worker stands out as a comprehensive solution for organizations looking to modernize their vehicle management systems while prioritizing both efficiency and security.

AWS Hybrid Cloud services deliver an integrated experience across multiple environments, whether in the cloud, on-site, or at edge locations. Users can select from a wide variety of services such as computing, networking, storage, security, identity management, data integration, oversight, monitoring, and operations to build hybrid architectures that suit their specific requirements and applications. This adaptability enables the strategic placement of cloud resources and services where they are most critical, facilitating faster digital transformation efforts. You can enhance and manage all applications through AWS, including those that need to stay in designated locations due to data residency, local processing requirements, or latency issues. Consequently, organizations can anticipate improved productivity and reduced expenses. Additionally, by offering developers a consolidated platform for application creation, deployment, and administration, you equip IT teams with uniform hardware, services, and tools for effective infrastructure management across on-premises, cloud, and edge environments, thereby promoting operational efficiency. This approach fosters a more unified and streamlined method for resource management across varied environments, ultimately enhancing overall organizational agility.

We design, implement, and oversee your indoor wireless infrastructure to guarantee that it delivers safe and reliable mobile coverage tailored to the specific needs of tenants, residents, and guests. Our network architecture is meticulously crafted for carrier-grade connectivity that aligns with the individual specifications of your building. Reduce your wireless network costs with a cohesive, scalable solution that is straightforward to manage. Our extensive data analytics equip businesses with valuable insights into their performance indicators. We leverage edge computing to support localized, low-latency applications while maintaining hybrid-cloud redundancy for enhanced reliability. Experience a unified data network for IoT that surpasses conventional WiFi in terms of both performance and security. Furthermore, our system facilitates seamless connectivity with multiple mobile operators, even when you're outside the premises. We take pride in being the leading provider for effortless roaming onto Tier-1 carriers, significantly improving connectivity for all users. This integrated strategy guarantees that your wireless network not only fulfills but also surpasses expectations in the rapidly evolving digital environment, ensuring that you remain ahead of the competition. Ultimately, our commitment to quality and innovation positions you for success in a connected world.

Our platform is engineered to function seamlessly across a multitude of data centers, providing both redundancy and minimal latency. Developers are able to quickly and confidently build blockchain applications using our user-friendly web APIs (REST). With a modular architecture tailored for cloud environments, we adhere to enterprise-level standards concerning scalability, performance, and dependability. Our system maintains a network of distributed databases that securely archive all transaction data related to the blockchain ecosystem. Moreover, we offer full-node blockchains, which further bolster security during the validation and transmission of transactions. Our chief objective is to equip clients as they venture into the creation of innovative blockchain applications. In addition, BlockCypher adeptly identifies fraudulent activities and pinpoints transactions that are likely to be confirmed, contributing to a safer blockchain environment. This forward-thinking strategy not only fortifies security but also simplifies and accelerates the development experience for our users, allowing them to focus on their core innovations. Ultimately, our commitment is to support the evolution of blockchain technology while ensuring a reliable and efficient framework for developers.

AWS Direct Connect is a cloud solution designed to establish a dedicated network connection between on-premises systems and AWS, effectively allowing users to avoid the public internet and ensuring consistent, low-latency performance. This direct link not only improves application performance but can also reduce costs by providing more affordable data transfer rates. With bandwidth offerings that vary from 50 Mbps to an impressive 400 Gbps, AWS Direct Connect delivers the necessary versatility to meet diverse bandwidth requirements. It employs various encryption techniques, including MACsec for point-to-point encryption on high-speed connections and AWS Site-to-Site VPN for IPsec protection, guaranteeing the security of data during transmission. In addition, the service features AWS Direct Connect SiteLink, which enables private, seamless connections between global offices, data centers, and colocation facilities, thereby enhancing data transfer efficiency across networks. Moreover, there are deployment options available for dedicated connections that integrate directly with AWS, further simplifying the integration process with current infrastructures. Overall, this holistic service not only streamlines operational processes but also significantly enhances performance for businesses that are utilizing cloud technologies, making it a pivotal choice for organizations seeking reliable connectivity solutions.

Mutable’s Public Edge Cloud operates similarly to an Airbnb model for servers, enabling network operators to monetize their underutilized servers by offering developers access to their low-latency computing capabilities for advanced applications in fields such as AR/VR, IoT, robotics, autonomous vehicles, and cloud gaming. Unlike conventional cloud networks that often face latency around 60 milliseconds, Mutable ensures latency of less than 20 milliseconds through its edge deployment, greatly enhancing the speed and reliability essential for real-time technology applications and collaborative online efforts. By harnessing the exceptional low latency of 5G networks, Mutable Cloud facilitates seamless connections between local wired and wireless devices at the edge, efficiently handling user requests prior to their entry into the Public Internet. This not only reduces latency but also bolsters security measures for users. In addition, the platform's use of ARM and GPU architecture provides unique advantages in both cost and performance, establishing Mutable as a pioneering force within the cloud computing sector. This revolutionary method not only maximizes resource utilization but also meets the increasing demands for high-performance computing across a variety of industries, positioning Mutable as a leader in innovative cloud solutions. As technology evolves, such advancements will likely play a crucial role in shaping the future of computing infrastructure.

Centralize all workforce data in one location, which includes employee profiles, certifications, contracts, emergency contacts, benefits, and much more. Create and publish job postings on a customized job portal designed specifically for your needs. Wavelength optimizes the experience of filtering, identifying, interviewing, and onboarding the best candidates available. Take advantage of our extensive repository of reports to avoid the complexities of managing and analyzing data through spreadsheets; Wavelength simplifies this process. Keep track of employee attendance and hours through integrated timesheets, while the built-in soft-clock feature reliably records employee time, ensuring accuracy. Create schedules and assign employees based on their roles, training, and specific needs. With Wavelength’s predictive scheduling, you can significantly improve your human resources management in an effective and efficient manner. This all-encompassing strategy not only saves valuable time but also enhances the overall organization within the workplace, allowing for better resource allocation and employee satisfaction. Moreover, with all these tools at your disposal, you can foster a more engaged and productive workforce.

Transform the integration of real-time collaboration in your applications by taking advantage of Azure Fluid Relay. Utilize the sophisticated functionalities offered by the Fluid Framework, such as seamless coauthoring and effective data synchronization, to elevate your applications to new heights. You can create collaborative tools without the burden of setting up your own Fluid servers. This approach enables you to deliver robust, scalable, and real-time collaborative experiences while streamlining development time and reducing effort, all without needing to write server-side code. The flexibility of this solution allows you to adapt to the changing demands of a global workforce through a service that is both dynamic and scalable. Additionally, you can leverage Azure's cloud-native storage and hosting capabilities to build secure and reliable low-latency experiences. It is also crucial to ensure that your solutions adhere to security and compliance requirements, aligning with business, legal, and regulatory standards to foster trust and reliability in your collaborative applications. By utilizing these powerful resources, you can greatly improve user engagement and productivity while setting a foundation for future innovations. Through this integration, you also pave the way for continuous enhancements in user experience and collaboration efficiency.

RadCAD utilizes a cutting-edge, oct-tree accelerated Monte-Carlo ray tracing algorithm that enables the swift calculation of radiation exchange factors and view factors with impressive efficiency. The improvements made by C&R Technologies in ray tracing have resulted in a powerful tool for thermal radiation analysis. By incorporating finite difference "conics" or curved finite elements from TD Direct®, RadCAD adeptly simulates both diffuse and specular reflections, as well as transmissive surfaces, regardless of the density of nodes used. The quantity of nodes is determined by the thermal solution requirements rather than the accuracy required for radiation computations. Additionally, RadCAD offers the ability for users to design custom databases that delineate optical properties, with each surface coating specifying its absorptivity, transmissivity, reflectivity, and specularity for both solar and infrared wavelengths. This customization extends further, allowing for adjustments based on variations in incident angles or wavelength dependencies, thereby improving the precision and applicability of thermal modeling. Consequently, RadCAD's flexibility and advanced features ensure it effectively supports a wide range of analytical requirements across numerous fields and applications.

Implementing a zero trust framework that ensures secure access while integrating both threat mitigation and data protection strategies is crucial for modern organizations. This approach not only secures access to essential applications and services, but also enhances data protection capabilities. By utilizing an agentless approach, it simplifies the user experience for both administrators and end-users alike. This contemporary zero trust solution bolsters security through its resilient architecture, which is built on the extensive network and infrastructure provided by Google. Users benefit from a seamless and secure experience, complemented by integrated DDoS defenses, swift connections, and scalable resources. It adopts a thorough security strategy that protects against malware, data breaches, and fraudulent activities across all users, access points, data, and applications. Additionally, it brings together security posture insights and alerts from leading security vendors, offering extra layers of protection. Organizations can implement precise access policies based on user identities, device conditions, and other contextual factors, enabling them to maintain strict control over access to applications, virtual machines, and Google APIs. Embracing this zero trust methodology allows organizations to adapt swiftly to emerging threats while ensuring operational effectiveness remains intact, ultimately fostering a more resilient security environment.

Expanso directly manages jobs at the site of your data, leveraging local computational capabilities and significantly minimizing the need for data transfers. Utilizing a peer-to-peer network of nodes, we effectively reduce latency issues and enhance your data governance strategies. You can adjust your data flows with exceptional accuracy, tailoring them to meet your specific needs. With its container orchestration, Expanso enables the deployment of distributed applications through this peer-to-peer infrastructure, which bolsters redundancy and increases fault tolerance in your systems. This distributed setup effectively diminishes the likelihood of single points of failure, leading to a more reliable and robust system overall. Furthermore, Expanso's support for on-device computing can result in significant cost savings. By performing calculations directly on edge devices, you can substantially cut down on data transmission expenses and cloud service costs. This strategy also limits the frequency of data exiting your premises, which helps mitigate potential regulatory issues. Additionally, this forward-thinking approach allows organizations to maintain a tighter grip on their sensitive data, ensuring better security and compliance. Ultimately, Expanso empowers businesses to innovate while safeguarding their information.

Quickplay's over-the-top (OTT) solution harnesses cutting-edge cloud-native technologies such as containers, microservices, a service mesh, APIs, and immutable infrastructure. This robust technological framework guarantees improved performance while enabling a modular approach for feature enhancements and promoting continuous delivery, which allows for rapid iterations. It also encompasses vital characteristics like scalability, observability, and security, all of which are essential in today's digital environment. Our all-encompassing streaming platform is built on a progressive technology stack, specifically designed to provide tailored viewer experiences and enhance engagement through actionable data insights. The Video Content Management System (CMS) we provide is crafted to ensure that digital distribution remains both resilient and responsive, effectively tackling the challenges of high concurrency and low latency while optimizing expenditures related to cloud infrastructure. Our video pipeline is meticulously designed for delivering exceptional quality and low-latency streaming on a grand scale. With a wealth of experience managing thousands of linear and virtual channels, live events, and video-on-demand services, we can develop bespoke workflows that address the specific requirements of our clients. Furthermore, our relentless pursuit of innovation guarantees that we stay ahead of the curve in the ever-evolving OTT landscape, positioning us as leaders in the industry. Ultimately, our focus on customization and agility helps us adapt to the dynamic needs of our customers while delivering outstanding service.

Genesis Global empowers organizations in the financial markets to rapidly innovate by offering a robust software application development platform, ready-made solutions, and extensive knowledge in capital markets and financial services. Rather than facing the dilemma of buying or building, Genesis offers a buy-to-build approach that streamlines the process. The Genesis platform is strategically crafted to prioritize flexibility and performance, equipping developers with essential frameworks, integrations, and components that facilitate the automation of manual processes, modernization of legacy systems, and creation of entirely new applications. This comprehensive solution not only simplifies development but also accelerates time-to-market for financial services innovations.

The Oracle NoSQL Database is meticulously crafted to support applications requiring high data throughput and rapid response times, while also being flexible with various data structures. It supports an array of data formats, including JSON, tables, and key-value pairs, and operates effectively in both on-premises and cloud settings. This database has the capability to dynamically scale according to varying workloads, providing distributed storage across multiple shards to ensure high availability and quick failover options. Additionally, it boasts compatibility with several programming languages such as Python, Node.js, Java, C, and C#, and offers REST API drivers, thereby streamlining application development. It also integrates flawlessly with other Oracle offerings like IoT, Golden Gate, and Fusion Middleware, adding to its versatility. The Oracle NoSQL Database Cloud Service is a fully managed solution, which allows developers to focus on application creation without the hassle of backend infrastructure management. Moreover, this service removes the complications tied to infrastructure oversight, allowing teams to innovate and deploy their solutions with increased efficiency and agility. Its robust features make it an ideal choice for modern developers looking to leverage cloud technology.

Oracle Cloud Infrastructure (OCI) Functions offers a serverless computing environment that empowers developers to create, run, and scale applications seamlessly, without needing to manage the backend infrastructure. Built on the open-source Fn Project, it supports multiple programming languages including Python, Go, Java, Node.js, and C#, enabling a broad range of functional development. With OCI managing the automatic provisioning and scaling of resources required for execution, developers can deploy their code effortlessly. The platform also includes provisioned concurrency, ensuring functions are primed to respond to requests with minimal latency. A diverse library of prebuilt functions is available, allowing users to easily execute common tasks without needing to build from the ground up. Functions are packed as Docker images, and skilled developers can leverage Dockerfiles to establish custom runtime environments. Moreover, integration with Oracle Identity and Access Management provides fine-grained control over user permissions, while OCI Vault guarantees the secure storage of sensitive configuration data. This unique blend of features not only enhances the development process but also significantly improves application performance and security. As a result, OCI Functions stands out as a robust solution for developers aiming to innovate and deploy applications in the cloud.

Designed to facilitate network access similar to local environments and address latency challenges, the Radical X™ (RAD X™) product line is tailored for businesses involved in high-performance computing across hybrid and multi-cloud ecosystems that rely on parallel file systems. By leveraging Remote Direct Memory Access (RDMA) capabilities over wide-area networks (WAN), RAD X surmounts the obstacles related to data accessibility and transfer caused by distance. This cutting-edge solution effectively extends local services, applications, and infrastructure across nearly any WAN, creating a genuinely location-agnostic framework. With its high-performance, low-latency connectivity, organizations can seamlessly manage and utilize computing and storage resources that are spread out across various locations in real time, thereby accelerating the speed at which they derive insights and implement decisions. Additionally, RAD X guarantees data security through single or dual-line-rate WAN encryption, maintaining both latency and throughput. The inclusion of the DataPrizmTM feature enhances this security by allowing data to be dispersed across encrypted pathways, offering an extra layer of protection for sensitive information. Ultimately, RAD X equips organizations with the ability to operate with greater flexibility and security, adapting to the demands of an increasingly interconnected environment, while also fostering a culture of innovation and responsiveness.

Azure Blob Storage offers a highly scalable and secure solution for object storage, specifically designed to meet the demands of cloud-native applications, data lakes, archives, high-performance computing, and machine learning projects. It allows users to create data lakes that align with their analytical needs while providing strong storage options for the development of responsive cloud-native and mobile applications. With its tiered storage capabilities, organizations can efficiently manage costs associated with long-term data storage while retaining the agility to scale resources for intensive high-performance computing and machine learning tasks. Built to fulfill the requirements of security, scalability, and availability, Blob storage is an essential asset for developers working on mobile, web, and cloud-native applications. Moreover, it significantly contributes to serverless architectures, particularly those that leverage Azure Functions. Supporting popular development frameworks such as Java, .NET, Python, and Node.js, Blob storage is distinguished as the only cloud storage service that offers a premium SSD-based object storage tier, which is optimized for low-latency and interactive applications. This adaptability and wide-ranging functionality make it a crucial resource for enterprises aiming to refine their cloud strategies, ultimately driving innovation and efficiency across various sectors.

Gemini 2.5 Flash is an AI model offered on Vertex AI, designed to enhance the performance of real-time applications that demand low latency and high efficiency. Whether it's for virtual assistants, real-time summarization, or customer service, Gemini 2.5 Flash delivers fast, accurate results while keeping costs manageable. The model includes dynamic reasoning, where businesses can adjust the processing time to suit the complexity of each query. This flexibility ensures that enterprises can balance speed, accuracy, and cost, making it the perfect solution for scalable, high-volume AI applications.

Customers increasingly seek transparency about where their data resides and who has access to it at every stage of the process. The challenge of duplicating infrastructure and redesigning applications to meet these demands can be both costly and daunting for development and DevOps teams. Nevertheless, it is possible to meet customer expectations through cryptographic solutions without the need to modify your current infrastructure or code. By providing clients with verifiable guarantees regarding data accessibility and the identities of those who can access it, trust is significantly bolstered. Antimatter works effectively beneath your existing containers and is compatible with all major cloud platforms, thus alleviating the burden of engineering modifications. It utilizes secure enclaves available in leading clouds to automatically encrypt customer data, whether it’s being transmitted, stored, or processed. This innovative approach enables you to effortlessly address customer requirements concerning data residency, governance, and tenancy. Consequently, you can accelerate sales, explore new markets, and close deals that were once out of reach. Our vision is for a future where both organizations and individuals have control over their data, no matter its location or the applications employed. In achieving this, the right to data control is established as a fundamental principle for all parties involved, empowering them to make informed decisions about their information.

Swift and adaptable, this solution provides comprehensive oversight of systems and users, embodying the modern approach to Public Key Infrastructure (PKI), and integrates flawlessly with DigiCert ONE. It delivers unmatched flexibility for identifying, validating, and protecting all users, systems, and devices alike. Designed from the ground up to meet even the most stringent regional and local deployment standards, DigiCert Enterprise PKI Manager is tailored to accommodate your unique requirements. With configurations available in-country, air-gapped, private or public cloud, or a hybrid model, it ensures remarkable adaptability. The solution also incorporates rapid Intermediate Certificate Authority (ICA) creation along with advanced permissions and access controls. By leveraging Docker containerization, it maintains a minimal footprint while enabling scalability that matches your changing needs. Automatic orchestration and continuous updates ensure that your vital applications are consistently secure and optimized. Furthermore, it effectively tackles the significant security hurdles often faced in Internet of Things (IoT) projects, particularly the challenge of complexity. Through DigiCert IoT Device Manager, you can easily identify, manage, control, and secure every connected device from a central interface, which enhances both organizational efficiency and security. This holistic strategy not only streamlines management processes but also strengthens the entire IoT ecosystem, ensuring that all components work together seamlessly. Ultimately, it empowers organizations to navigate the complexities of modern digital landscapes with confidence.

Edge networks are crafted to support an immense number of devices, delivering services with minimal latency in a highly efficient manner. To address the increasing demand for bandwidth, it is vital to implement feature-rich routers that can scale in a cost-effective way. The ASR 9000 series emerges as a premier edge routing option that fulfills the performance criteria essential for 5G applications. This series is equipped with cutting-edge security measures, including Secure Boot, Cisco Trust Anchor, and strategies to combat counterfeiting. Additionally, it adheres to a Secure Development Lifecycle, ensuring the integrity of its production processes. The ASR 9000 not only provides protection for investments through continuous software and hardware enhancements, but its custom ASIC is designed to maximize performance, achieving an extraordinary hundredfold increase in capacity while also cutting power consumption by 96% per Gbps. It also facilitates real-time telemetry, segment routing, and Ethernet Virtual Private Networks (EVPNs), which collectively ensure a robust set of networking features. As the landscape of connectivity continues to change, the ASR 9000 series is well-equipped to evolve and spearhead advancements in edge networking solutions, making it an invaluable asset for future technologies.

It is crucial to make sure that your relocation doesn't overly impact your financial stability. We are excited to present a solution that helps you retain more of your funds. FlexDeposit offers a one-time, nonrefundable fee that operates similarly to a traditional deposit, yet at a much lower cost. This groundbreaking option is available throughout your lease period. Additionally, should you choose to move within the same community or to another property under the same management, you will not face any extra charges. Instead of the usual security deposit, landlords can allow tenants to opt for a singular, non-refundable payment to enter the surety bond program. As long as you meet your financial commitments and adhere to your lease terms—like paying rent and maintaining the property—you won’t have additional responsibilities toward FlexDeposit. However, if you do not satisfy these lease obligations, you will need to reimburse FlexDeposit for any losses, capped at the bond amount. This approach not only offers flexibility but also presents a cost-effective way to handle your rental commitments while relieving some of the financial pressure typically associated with moving. Ultimately, FlexDeposit is designed to enhance your leasing experience, allowing you to focus on settling into your new home without financial strain.

Revize offers a suite of citizen engagement applications that empower individuals to actively participate in local governance and community matters. A standout feature is its interactive online forms application, designed to streamline the process for submitting various requests, such as permits, dog licenses, and modifications to water services. Upon submission, these requests are promptly directed to the relevant departments, allowing users to track the status of their applications in real time. This system not only simplifies application submissions but also enhances transparency as residents can monitor their requests' progress at any time. Moreover, municipal staff can create an unlimited number of forms, enhancing the platform's versatility. The application also centralizes the uploading of essential documents like meeting agendas, packets, minutes, and proposals, ensuring that these materials are readily available for community members to review before, during, or after meetings. In addition, previous meeting documents are organized and archived for quick access, bolstering transparency and facilitating ease of retrieval when needed. Ultimately, by fostering online engagement, Revize strengthens the connection between citizens and their local government, promoting a more involved and informed community. Such initiatives play a crucial role in enhancing civic participation and ensuring that residents feel heard in the decision-making process.

Apyflux, an advanced API Marketplace, was designed by developers specifically for their peers to facilitate the interaction between API providers and software creators. It serves as a bridge connecting global API publishers with developers engaged in crafting cutting-edge applications. With a suite of powerful features, Apyflux ensures API discoverability and provides secure payment processing options. Additionally, it includes lifecycle management tools that cover subscription management, usage tracking, and ongoing technical assistance. Developers have the opportunity to investigate a variety of APIs tailored to various purposes, including data extraction, user authentication, and financial analytics, while benefiting from features such as real-time monitoring and comprehensive API documentation. By making the integration of APIs straightforward, Apyflux empowers developers to efficiently create and expand their applications, thus enhancing their productivity and innovation potential. The platform's commitment to developer needs signifies a significant advancement in API utilization.

Amazon Interactive Video Service (Amazon IVS) offers an efficient live streaming solution that is designed for quick setup, making it an excellent choice for creating captivating video interactions. By utilizing streaming software to transmit your live feeds to Amazon IVS, the platform takes care of all the backend processes necessary to provide low-latency live video to viewers around the globe, allowing you to focus on developing interactive elements alongside your broadcast. The integration of the Amazon IVS player SDK and timed metadata APIs enables you to customize and elevate the viewer experience, strengthening the connection with your audience across your own websites and applications. The process of setting up and configuring live streams is straightforward, allowing users to begin streaming almost instantly. After your video is sent to Amazon IVS, the platform manages all logistical aspects to ensure your live stream reaches your viewers effortlessly. Furthermore, Amazon IVS is optimized for delivering low-latency live video from the get-go, guaranteeing a seamless viewing experience for all participants. The platform is specifically designed to boost viewer engagement, making it a prime choice for those seeking interactive streaming solutions, while also offering robust support for a variety of broadcasting needs.

Tencent Cloud's Cloud Block Storage (CBS) provides a dependable block storage option specifically tailored for CVM instances, offering users the flexibility to manage their storage requirements. Each Elastic Cloud Disk functions independently of the CVM instances, enabling multiple disks to be connected to a single instance, which can be effortlessly unmounted and reassigned as needed. CBS presents an array of cloud disk types and specifications, guaranteeing consistent performance and minimal latency. Users can easily mount and unmount disks within the same availability zone, allowing for rapid adjustments in storage capacity to adapt to changing demands while only incurring costs for the storage they actually use. In cases where existing storage becomes insufficient, additional cloud disks can be acquired to boost capacity effectively. Furthermore, if unforeseen storage needs emerge following the initial purchase of a CVM instance, users have the option to conveniently purchase cloud disks to fulfill those requirements. Data stored on a cloud disk can be transferred to another CVM instance by unmounting and remounting, facilitating a smooth data migration process. This adaptability and efficiency make CBS an appealing solution for businesses aiming to enhance their storage capabilities efficiently, ensuring they stay agile in a dynamic environment. Ultimately, CBS stands out as a strategic asset for organizations seeking to optimize their cloud infrastructure and manage data effectively.

Our premium historical datasets serve as a vital resource for thorough analysis and research in the cryptocurrency domain. Built with the capability to scale, our data infrastructure meets the demands of enterprises at all levels. Experience swift access to quick-response data feeds that cover a wide range of cryptocurrency insights. We provide detailed documentation, software development kits (SDKs), and specialized support to ensure smooth data ingestion processes. Each dataset undergoes a careful process of normalization, cleaning, and alignment with a standardized asset taxonomy to maintain uniformity. Data can be accessed easily through our CSV File Export feature or via our extensive REST API. With detailed information on cryptocurrency trades and order books readily available, users can effectively perform simulations and backtest their trading strategies. Our historical datasets are specifically crafted for comprehensive research into cryptocurrency markets. Access to accurate price data for crypto assets is crucial for valuation tasks, serving the needs of custodians, fund administrators, accountants, and other industry professionals. You can effortlessly integrate both live and historical cryptocurrency market data into your applications, platforms, or websites, enhancing functionality and user experience. Moreover, the platform offers the opportunity to develop custom indices, indicators, or visualizations by tapping into normalized data feeds from various exchanges, ensuring a customized experience that meets your unique requirements. This abundant reservoir of information empowers users to make well-informed decisions, refine their trading strategies, and stay ahead in an ever-evolving market landscape, ultimately leading to improved financial outcomes.

Anyscale is an all-encompassing, fully-managed platform created by the innovators behind Ray, aimed at simplifying the development, scalability, and deployment of AI applications utilizing Ray. This platform makes it easier to construct and launch AI solutions of any size while relieving the challenges associated with DevOps. With Anyscale, you can prioritize your essential skills and produce remarkable products since we manage the Ray infrastructure hosted on our cloud services. The platform dynamically adjusts your infrastructure and clusters in real-time to respond to the changing requirements of your workloads. Whether you have a periodic production task, such as retraining a model with updated data weekly, or need to sustain a responsive and scalable production service, Anyscale facilitates the creation, deployment, and oversight of machine learning workflows within a production setting. Moreover, Anyscale automatically sets up a cluster, carries out your tasks, and maintains continuous monitoring until your job is finished successfully. By eliminating the intricacies of infrastructure management, Anyscale enables developers to channel their efforts into innovation and productivity, ultimately fostering a more efficient development ecosystem. This approach not only enhances the user experience but also ensures that teams can rapidly adapt to evolving demands in the AI landscape.

Explore groundbreaking possibilities with our tailored data availability framework, crafted to support the development of scalable and secure applications that utilize verifiable, low-latency data streams. Harness real-time, trustworthy on-chain data to power your Web3 applications, allowing you to innovate confidently with the help of proven enterprise-grade data availability APIs. Boost your smart contracts by incorporating machine learning capabilities, which empower them to make autonomous decisions based on current on-chain data. Seamlessly integrate models directly onto the blockchain, ensuring they are equipped with the necessary data storage and availability to satisfy the computational needs of machine learning applications. As we strive for a more interconnected Web3 experience, we are also working on our Uni-Chain™ architecture, aimed at unifying decentralized networks into a harmonious metaverse. Benefit from simplified wallet access, develop once and access all available liquidity, and connect with users across any blockchain without barriers. This cohesive strategy not only improves functionality but also fosters increased user interaction throughout the decentralized ecosystem, further driving innovation and collaboration. The future of decentralized applications is bright, and we invite you to be a part of this transformative journey.

Strata stands at the cutting edge of our network security solutions, engineered to prevent attacks and support network advancement while safeguarding users, applications, and data irrespective of their locations. By leveraging insights from PAN-OS device telemetry, Device Insights delivers an in-depth evaluation of your next-generation firewall’s efficiency, identifying areas that could benefit from improvement. Our dedication to innovation and preventative business security is exemplified by our award-winning features, including the industry's pioneering machine learning-based next-generation firewall, which keeps you ahead of emerging threats. The cohesive, high-caliber functionalities pave the way for efficient networking solutions, fortifying your overall security stance. Our machine learning-enhanced firewalls not only defend against unforeseen threats but also provide comprehensive visibility, including management of IoT devices, while reducing the likelihood of errors through automated policy recommendations. By choosing Strata, you are opting for a solution that is prepared for future challenges and adaptable to the shifting dynamics of cybersecurity. This investment not only enhances your security framework but also empowers your organization to effectively tackle the evolving threat landscape.

SASE provides a cohesive strategy that integrates multiple technologies to improve both network performance and security for users who can be situated anywhere, employ a variety of devices, and need effortless access to corporate data as well as cloud applications. By utilizing Symantec's offerings, companies can fully harness the benefits of digital transformation and SASE, enjoying swift cloud and internet connectivity alongside an extensive array of premier network security capabilities. This sophisticated cloud-based network security service guarantees that uniform security and compliance protocols are enforced for all web and cloud applications, irrespective of the user's location or device type. Furthermore, it protects sensitive information from potential breaches and secures intellectual property at the service edge, thereby mitigating risks. With the adoption of Zero Trust Network Access (ZTNA) technology, applications and resources are fortified against unauthorized access, network threats, and lateral movements, thereby improving the overall security framework. This integrated approach not only meets existing security demands but also strategically equips organizations for future expansion in a progressively intricate digital environment. As digital threats evolve, the need for robust and adaptable security measures becomes increasingly paramount.

Switching to bare metal switches in Open Networking presents significant operational and economic benefits for creating sophisticated networks. These switches come with the essential features needed to achieve cloud-scale performance while offering flexibility, scalability, and adaptability. In the process of implementing a disaggregated open networking strategy, selecting the right Network Operating System (OS) is crucial for achieving success. This selection is critical as the right Network OS maximizes the performance, capabilities, and services derived from Open Networking switches, thereby ensuring that organizations realize the highest value. Among the available options, Netvisor® ONE emerges as a standout choice; it is an open, secure, and programmable next-generation Network OS tailored to improve the operational functions of bare metal Open Networking hardware. This operating system has undergone rigorous testing in vital production scenarios within both enterprise and carrier networks, ensuring compliance with strict performance standards. Additionally, Netvisor ONE offers exceptional reliability and scalability, providing the uncompromised performance necessary for the demands of contemporary networking environments. With its cutting-edge features, organizations utilizing Netvisor ONE are well-equipped to navigate the fast-paced changes in technology effectively. As a result, they can not only maintain competitiveness but also drive innovation within their network infrastructures.

The KNECT IoT system functions as a cloud-based web control hub that optimizes fleet management processes, encompassing tasks from kiosk registration to the storage of vital operational data and the analysis of various events. With the KNECT IoT Agent integrated into each kiosk, reliable communication is maintained between remote devices and the cloud infrastructure. This robust platform provides a secure and scalable foundation that can support even the most complex self-service applications. Through the KNECT IoT portal, users can efficiently manage their accounts and oversee communication pathways from a centralized location. The intuitive dashboard simplifies the process of adjusting user profiles while also automating the distribution of maintenance notifications. Furthermore, the centralized identity and access management capabilities streamline the governance of users, roles, and permissions in the Administration area. Users can also take advantage of IoT campaigns, which allow for customizable notification preferences. This feature empowers users to automate and personalize their alerts, enabling them to prioritize and filter notifications according to their unique requirements, which significantly enhances their overall experience. Ultimately, KNECT guarantees that users can effortlessly maintain control over their data management and interpersonal interactions, fostering a more efficient operational environment.

Recognizing, understanding, and addressing cybersecurity vulnerabilities within your current infrastructure is essential. Tailored for high-security environments, Tenable Enclave Security provides a holistic cyber risk management solution, integrating advanced cybersecurity features while meeting strict data residency and security requirements. It enables you to discover and assess IT assets and containers, bringing to light cyber risks and pinpointing vulnerabilities. By performing detailed evaluations of cyber risks across diverse asset categories and pathways, you can identify the actual threats that might endanger your organization. Understanding the significance of vulnerabilities in conjunction with asset criticality enables you to effectively prioritize the remediation of significant weaknesses. It is crucial to identify and rectify critical vulnerabilities in high-security environments, ensuring adherence to the highest standards for cloud security and data residency. Additionally, Tenable Enclave Security operates smoothly in classified and air-gapped settings, enhancing your organization’s overall cybersecurity defenses. This powerful solution not only equips organizations to confront present threats but also prepares them for future challenges in the constantly changing cyber landscape. By embracing such comprehensive strategies, organizations can significantly bolster their resilience against emerging cyber threats.

An all-encompassing platform for overseeing projects, models, and hosting, tailored for organizations seeking to convert their data and algorithms into integrated, actionable AI strategies. Users can easily construct, train, and manage models while maintaining robust security throughout every step. The platform allows for the creation of AI-powered products accessible anytime and anywhere, significantly reducing the risks tied to AI investments and improving strategic flexibility. It includes fully automated workflows for model testing, assessment, deployment, scaling, and hardware load balancing, accommodating both immediate low-latency high-throughput inference and extensive batch processing. The pricing model is designed on a pay-per-second-of-use basis, incorporating a service-level agreement (SLA) along with thorough governance, monitoring, and auditing capabilities. An intuitive user interface acts as a central hub for managing projects, generating datasets, visualizing data, and training models, all supported by collaborative and reproducible workflows. This setup not only fosters seamless teamwork but also ensures that the development of AI solutions is both efficient and impactful, paving the way for organizations to innovate rapidly in the ever-evolving AI landscape. Ultimately, the platform empowers users to harness the full potential of their AI initiatives, driving meaningful results across various sectors.

Contemporary facilities have undergone significant digital transformation, with the availability of building data playing a crucial role in this evolution. Enhanced monitoring not only boosts profitability for investors but also enriches the living experiences of residents. The Paessler Building Monitor serves as a Software as a Service solution, crafted and sustained by Paessler, a company well-known for their PRTG Network Monitor. This innovative tool offers a straightforward method for tracking property conditions, designed to be both scalable and user-friendly, with no need for programming skills. Users can easily connect IoT devices using a simple wizard interface, making the setup process accessible. Furthermore, the platform comes equipped with predefined templates that cater to various scenarios, providing considerable value through actionable insights and comprehensive data analysis. By setting preconfigured thresholds, users can create alerts and notifications, ensuring they are always aware of their properties' conditions and protecting their investments. In addition, the system allows for effortless data export, further enhancing its effectiveness for property management and reporting purposes. This array of features empowers stakeholders to make well-informed decisions, streamline property maintenance, and ultimately contribute to a more sustainable and efficient management strategy. As a result, the Paessler Building Monitor serves as an essential tool in the modern property management landscape, promoting both operational efficiency and resident satisfaction.

Staff can conveniently access services through their smartphones with Servie, an innovative product that enhances building intelligence. This groundbreaking system provides an intuitive service designed to revolutionize building management, especially for high-end residences, by offering a tailored CRM solution. Our focus is on enriching the resident experience while optimizing daily operations within buildings. Servie is exceptionally versatile, accommodating the distinct requirements of each property and ensuring prompt customer support through both web and mobile platforms. Property managers, front desk staff, and maintenance teams find their administrative tasks greatly simplified, eliminating the need for outdated pen and paper methods. Residents benefit from the ease of checking in guests, receiving delivery notifications, booking amenities, and scheduling maintenance requests seamlessly via their smartphones or the web. Furthermore, building personnel can effectively monitor resident activities through a centralized web portal, which significantly boosts operational productivity. By utilizing Servie, managing residential properties has never been more streamlined or effective, paving the way for a new era in property management. This innovative approach not only enhances service delivery but also fosters a stronger sense of community among residents.

IBM Cloud offers a variety of virtual server solutions that are tailored for cloud-native applications and work well within public, private, and hybrid infrastructures. These services not only provide considerable financial advantages but also offer users substantial control and visibility, featuring multiple provisioning and pricing options such as single and multi-tenant configurations, along with hourly or monthly billing, reserved capacity agreements, and spot pricing choices. With a flexible infrastructure bolstered by a network of data centers around the globe, IBM Cloud focuses on maximizing data usage, regardless of its geographic position. Furthermore, users have the ability to run development, testing, and other non-production workloads on transient servers that can be decommissioned on a first-come, first-served basis, which promotes efficient use of resources and ensures availability. This setup empowers businesses to rapidly scale their resources in response to fluctuating demands while avoiding unnecessary expenses. Ultimately, IBM Cloud's approach enables organizations to enhance their operational agility and optimize their cloud experience.

Juniper's SD-WAN offering is driven by the innovative Session Smart™ Router, which is designed to provide exceptional user experiences. This advanced router is built on a secure network framework that is not only application-aware but also implements zero-trust security principles, successfully catering to the high standards of performance, security, and availability that modern enterprises demand. By adopting a tunnel-free architecture, it alleviates the inefficiencies typically found in conventional solutions, resulting in improved performance, faster deployment times, and considerable cost savings. The software's flexibility extends to deployment on customer premises equipment (CPE), data center servers, or cloud environments, allowing for a range of implementation choices. Centralized management is facilitated through the AI-augmented Juniper Mist™ cloud or the Juniper Session Smart Conductor platform, promoting efficient operational processes. Notable features include intelligent application-aware routing, reliable service delivery, automated orchestration, strong zero-trust security protocols, and extensive management functionalities through the Juniper platforms, enabling organizations to swiftly respond to evolving requirements. This comprehensive solution empowers businesses to significantly boost their network performance while ensuring the integrity of their security measures, thereby fostering a resilient IT infrastructure. Ultimately, organizations can leverage these capabilities to stay competitive in an ever-changing digital landscape.

Clique emerges as a transformative infrastructure provider that enhances on-chain applications by utilizing Trusted Execution Environments (TEEs) to guarantee secure, verifiable, and efficient off-chain computations. Acting akin to an off-chain AWS Lambda service, its TEE network supports confidential and verifiable function calls specifically designed for smart contracts. Developers can harness Clique's SDKs to create tailored executors, interact with smart contracts, and validate attested signatures directly on the blockchain. The platform showcases remarkable versatility by supporting various TEE architectures such as Intel SGX, TDX, AMD SEV-SNP, and AWS Nitro, ensuring both high security and adaptability. Clique's advancements are aimed at a multitude of applications that require low-latency performance, data privacy, and integration with external data providers, including off-chain order books, data sharing solutions, and TLS oracles. Notably, Clique has facilitated transactions exceeding $3.5 billion on-chain while serving a community of more than 750,000 users. This impressive achievement exemplifies Clique's pivotal contribution to enhancing the potential of blockchain technology and further establishing its reputation in the industry. As the landscape of decentralized applications continues to evolve, Clique remains at the forefront, driving innovation and security in the blockchain ecosystem.

Many applications require a performance level that cloud solutions often fall short of delivering. Colocation provides a customized environment that caters to these demanding workloads, ensuring secure and reliable interconnectivity within hybrid systems. With a global footprint, Evoque assists leading companies in fields like technology, healthcare, and media by offering secure cage and cabinet options that achieve remarkable uptime of 99.999%. Backed by a dependable power infrastructure, Evoque's worldwide data centers are designed to maintain this high availability. Each facility serves as a protected site, equipped with continuous on-site support, video monitoring, and connections to extensive global networks. Evoque’s cloud-enabled data centers make it easy to achieve high-performance and low-latency network interconnectivity. Their impartial approach allows clients to choose the right carrier for their operations, simplifying vendor transitions and ensuring true redundancy. This adaptability enables businesses to enhance their operational efficiency while addressing their unique requirements effectively. Additionally, organizations can rest assured knowing that they are supported by a robust infrastructure capable of scaling with their future growth.