Yandex Cloud Integrations

Experience top-notch neural machine translation tailored for your business, crafted by Yandex, a prominent tech leader in Europe. Expand your reach into new markets by translating your interfaces, content, and communications into over 90 languages. Accelerate your time to market and connect with new clients, even when dealing with substantial volumes of rapidly changing information. Save on costs associated with manual translation efforts. Achieve greater precision and enhance translation quality through the use of personalized glossaries. Leverage machine translation to efficiently scale your machine learning processes across different languages by converting data seamlessly. Our service is backed by a robust, secure, and scalable cloud infrastructure, ensuring high quality. Our dedicated support team is always available to address any inquiries regarding Yandex Cloud, with extended plan users receiving 24/7 assistance. The service operates through an HTTP API, and comprehensive instructions for utilization can be found within the documentation, making it easy to get started and maximize its benefits. With Yandex, you can confidently navigate the complexities of multilingual communication and broaden your global presence.

Select the necessary configuration and resources for particular code segments in your ongoing project, as it only takes a few seconds to implement changes in a training scenario and secure the results. Opt for the appropriate setup for computational resources to initiate model training in mere seconds, allowing everything to be generated automatically without the hassle of infrastructure management. You can choose between serverless or dedicated operating modes, and efficiently manage project data, saving it to datasets while establishing connections to databases, object storage, or other repositories, all from a single interface. Collaborate with teammates globally to develop a machine learning model, share the project, and allocate budgets for teams throughout your organization. Launch your machine learning initiatives in minutes without requiring developer assistance, and conduct experiments that enable the simultaneous release of various model versions. This streamlined approach fosters innovation and enhances collaboration among team members, ensuring that everyone is on the same page.

Gain access to the latest features, security updates, and enhancements for Elasticsearch through official subscriptions. You can quickly set up a fully functional cluster in a matter of minutes. The configurations for Elasticsearch and Kibana are automatically tailored to fit the size of the cluster you choose. Focus on your project while we handle cluster upkeep, software backups, monitoring, fault tolerance, and updates. With index sharding, you can lessen the burden on each server and easily scale your cluster to accommodate high traffic. Developing infrastructure becomes significantly easier when you can visualize system performance and behavior. Utilize a user-friendly interface to identify trends, make predictions, and assess the stability of your system. To build resilient, geo-distributed Elasticsearch and Kibana clusters, simply choose the desired number of hosts and determine the availability zones. After selecting the required computing power, you can swiftly create an operational Elasticsearch cluster that meets your needs. This streamlined process not only enhances productivity but also ensures your system remains robust and efficient.

Experience a robust solution for managing OpenSearch clusters within the Yandex Cloud ecosystem. Leverage this widely adopted open-source technology to seamlessly incorporate rapid and scalable full-text search capabilities into your applications. You can launch a pre-configured OpenSearch cluster in mere minutes, with settings tailored for optimal performance based on your selected cluster size. We handle all aspects of cluster upkeep, including resource allocation, monitoring, fault tolerance, and timely software upgrades. Take advantage of our visualization tools to create analytical dashboards, monitor application performance, and establish alert systems. Additionally, you can integrate third-party authentication and authorization services like SAML to enhance security. The service also allows for detailed configurations regarding data access levels, ensuring that users can maintain control over their information. By utilizing open source code, we foster collaboration with the community, allowing us to deliver prompt updates and mitigate the risk of vendor lock-in. OpenSearch stands out as a highly scalable suite of open-source search and analytics tools, offering a comprehensive range of technologies for efficient search and analysis. With this system, organizations can not only enhance their data capabilities but also stay ahead in the competitive landscape of information retrieval.

You determine the cluster size, node specifications, and a range of services, while Yandex Data Proc effortlessly sets up and configures Spark, Hadoop clusters, and additional components. Collaboration is enhanced through the use of Zeppelin notebooks and various web applications via a user interface proxy. You maintain complete control over your cluster with root access for every virtual machine. Moreover, you can install your own software and libraries on active clusters without needing to restart them. Yandex Data Proc employs instance groups to automatically adjust computing resources of compute subclusters in response to CPU usage metrics. Additionally, Data Proc facilitates the creation of managed Hive clusters, which helps minimize the risk of failures and data loss due to metadata issues. This service streamlines the process of constructing ETL pipelines and developing models, as well as managing other iterative operations. Furthermore, the Data Proc operator is natively integrated into Apache Airflow, allowing for seamless orchestration of data workflows. This means that users can leverage the full potential of their data processing capabilities with minimal overhead and maximum efficiency.

Depending on the volume of requests per second (RPS), you can opt for standard or FIFO (first in, first out) queues. Familiar tools are available for engaging with Amazon SQS, including the HTTP API, CLI, and various programming language libraries. To enhance performance, Message Queue utilizes high-speed NVMe-enabled solid-state drives for message storage. Additionally, messages are duplicated across various geographically distributed availability zones, which guarantees reliable storage and minimizes latency, complete with write confirmations. The integration of Message Queue with cloud functions allows a trigger to activate a function that processes messages from the queue. You can create a queue to monitor statistics such as message count and call duration. Consumers have the capability to read messages from a standard queue in a random sequence. Although standard queues ensure that each message is delivered at least once, there are rare instances where a message may be received twice. For optimal throughput, it is advisable to use standard queues, making them an ideal choice for high-demand scenarios. Furthermore, the flexibility of these queues allows for efficient scaling as your application's needs evolve.

Facilitates seamless data exchange among components within microservice architectures. When utilized as a communication method for microservices, it not only streamlines integration but also enhances reliability and scalability. The system allows for reading and writing data in nearly real-time, while providing the flexibility to set data throughput and storage durations according to specific requirements. Users can finely configure resources for processing data streams, accommodating anything from small streams of 100 KB/s to more substantial ones at 100 MB/s. Additionally, Yandex Data Transfer enables the delivery of a single stream to various targets with distinct retention policies. Data is automatically replicated across multiple availability zones that are geographically distributed, ensuring redundancy and accessibility. After the initial setup, managing data streams can be done centrally through either the management console or the API, offering convenient oversight. It also supports continuous data collection from diverse sources, including website browsing histories and application logs, making it a versatile tool for real-time analytics. Overall, Yandex Data Streams stands out for its robust capabilities in handling various data ingestion needs across different platforms.

Docker images are stored in a highly resilient storage solution. Automatic data replication is set up for all assets, ensuring that any changes—whether editing, creating, or deleting Docker images—are reflected across all replicas. The service supports containers for both Linux and Windows operating systems, allowing you to utilize them on your personal devices or within a Yandex Compute Cloud virtual machine. It offers rapid Docker image operations without incurring costs for external traffic since the image registries are situated within the same data centers as your cloud setup. Docker images are securely transmitted using HTTPS, and you have the authority to determine who can view, pull, push, or remove them. When you use a Docker image, we handle all the infrastructure maintenance for your registry. You are only charged for the storage utilized by your Docker images. Accessing the service can be done through the management console, command line interface (CLI), API, or the standard Docker CLI, with full compatibility with the Docker registry HTTP API V2. Additionally, this service ensures a seamless experience by integrating with various tools and workflows you may already be using.

Execute containers without the need to set up Kubernetes virtual machines or clusters. We take care of the software and runtime environment installation, upkeep, and management. This approach allows for a standardized process of generating artifacts (images) within your CI/CD pipeline, eliminating the need for code changes. You can write code in the programming language of your choice and utilize familiar tools for your most complex challenges. Set up pre-configured container instances that are always prepared to meet any demand. This operational method ensures there are no cold starts, enabling rapid processing of workloads. Run containers directly within your VPC network to seamlessly interact with virtual machines and manage databases while maintaining them behind a private network. You’ll only incur costs for serverless data storage and operations, and with our special pricing model, the first 1,000,000 container calls each month are completely free. This way, you can focus on development without worrying about infrastructure overhead.

A comprehensive service for administering the GitLab DevOps platform on the infrastructure of Yandex Cloud is available. Each instance of GitLab is deployed on its own dedicated virtual server, ensuring that resources are not shared with other clients. Daily backups are implemented, providing peace of mind regarding the safety of your data. Yandex Cloud takes full responsibility for management, customer support, updates, and backup processes. You have complete authority over changes made to the repository and can tailor the mandatory review process based on the specific target branch and the elements included in the merge request. Additionally, you can oversee the workflow of each task with precision. User management can be centralized through a corporate user database, utilizing LDAP or alternative authentication methods. You can select your preferred configuration, assign a distinct domain, and initiate the creation of an instance. Once the instance is established, you can configure the runtime environment accordingly and start engaging with the repository effectively. This service provides a seamless way to streamline your development processes while ensuring robust security and management.

The service effectively distinguishes between automated requests and human interactions, filtering out bots while maintaining fast response times. To enhance its analysis, machine learning models are employed, utilizing extensively curated datasets that reflect many years of experience in safeguarding Yandex web resources, which are continuously refreshed. Instead of relying on pre-made images, the service autonomously creates its own, ensuring that it retains an impressive 85% accuracy in human recognition while complicating the process for bots attempting to solve CAPTCHAs. SmartCaptcha operates within the Yandex Cloud infrastructure, adhering to both international standards and Russian laws concerning information security. By implementing this system, you can add user verification to your website without the need for an “I’m not a robot” checkbox; the invisible CAPTCHA is only triggered for users whose requests appear dubious. Furthermore, the service is capable of generating recognition texts on its own, allowing you to select the desired level of complexity to enhance security. This innovative approach ensures a seamless user experience while effectively defending against automated threats.

Execute code within a secure, resilient, and automatically scalable framework without the need to create or manage virtual machines. As the demand for function executions rises, the service dynamically provisions extra instances of your function to handle the increased load. All functions operate concurrently, and the runtime environment is distributed across three availability zones to maintain service continuity even if one zone experiences issues. You can set up and ready function instances to handle incoming requests efficiently, which helps to eliminate cold starts and allows for the rapid processing of workloads of any magnitude. Grant your functions access to your Virtual Private Cloud (VPC) to enhance communication with private resources, including database clusters, virtual machines, and Kubernetes nodes. Additionally, Serverless Functions monitors and logs details about function executions, providing insights into operational flow and performance metrics; you also have the option to specify logging methods within your function's code. Furthermore, you can initiate cloud functions in both synchronized mode and with delayed execution capabilities for greater flexibility. This approach allows for streamlined processes that can adapt to varying workloads efficiently.

Utilize encryption keys to safeguard your secrets, personal details, and sensitive information stored in the cloud. You can create and remove keys, configure access policies, and execute key rotation through the management console, CLI, or API. Yandex KMS supports both symmetric and asymmetric cryptographic methods. With the REST or RPC API, you can encrypt and decrypt small data sets, including secrets and local encryption keys, in addition to signing data through electronic signature protocols. You have control over who can access the encrypted information, while Yandex KMS guarantees the security and durability of the keys. Additionally, Hardware Security Modules (HSMs) are provided for enhanced security. For small data encryption, you can use the SDKs available in Java or Go, while larger data sets can be encrypted using popular libraries like the AWS Encryption SDK and Google Tink. The service integrates seamlessly with Yandex Lockbox, allowing you to encrypt secrets with your own keys. Furthermore, encryption keys can also be employed to secure secrets and data within the Managed Service for Kubernetes, providing robust protection across various platforms. This comprehensive approach ensures that your sensitive information remains secure from unauthorized access.

Utilize the management console or API to generate secrets, ensuring that they are securely stored in a centralized location that seamlessly integrates with your cloud services and can be accessed by external systems through gRPC or REST APIs. To enhance security, encrypt your secrets with keys from the Yandex Key Management Service, as all stored secrets are maintained in an encrypted state. You have the option to select from pre-defined service roles that offer fine-grained access control to your secrets, allowing you to establish specific permissions for reading or managing both the secrets themselves and their associated metadata. When creating a secret, you can choose a KMS key to securely store sensitive information such as login-password pairs. A secret can encompass various types of confidential data, including but not limited to login-password pairs, server certificate keys, or keys for cloud service accounts. The service also supports multiple versions of each secret, ensuring that all data remains securely stored in an encrypted format. To further ensure availability, all secrets are replicated across three different availability zones, providing robust data redundancy and reliability in case of any failures.

Machine learning-driven speech technologies enable the development of voice assistants, streamline call center operations, and enhance service quality monitoring among various other applications. Utilize the cutting-edge technology that powers the highly acclaimed Alice voice assistant, now available for your organization. In mere moments, SpeechKit can precisely interpret speech, facilitating swift and seamless communication for our clients' voice assistants. You can select the version that best meets your needs; the comprehensive version builds an intelligent voice assistant, while the adaptive version can provide your brand with a distinct voice within just a month. This solution caters to the most exacting clients who require oversight of speech processing and synthesis within their own systems. SpeechKit’s machine learning models are now ready to be implemented in your infrastructure, with options for both hybrid configurations and completely on-premise deployments suitable for sensitive data. Furthermore, the service is capable of recognizing audio formats such as MP3, LPCM, and OggOpus, ensuring versatility in audio processing. This wide array of options allows businesses to tailor their speech technology solutions to their specific operational needs effectively.

Enhance the transparency of your business by consolidating all your processes and projects into one centralized platform. This universal environment allows various departments to collaborate effectively, despite their different approaches. By utilizing triggers, auto-actions, and macros, you can streamline repetitive tasks, which ultimately saves valuable time. A single Tracker license encompasses everything required for effective collaboration and process management within your organization, so all you need to do is sign up and start working. Designed to handle significant task volumes, Tracker remains efficient even under the demands of large enterprises, including industry giants like Yandex. Transitioning your processes to Tracker is easy with our migration tool or API, and we can also connect you with a partner to customize the migration to suit your needs. This system provides a user-friendly method for requesting information, discussing specifics, and approving outcomes. Notifications about new comments are automatically sent to everyone involved, ensuring that all decisions are documented directly on the page for easy reference and accountability. With this approach, you can foster a culture of collaboration and transparency that benefits the entire organization.

The service is user-friendly, requiring no driver installations, and the entire migration can be set up through the management console in just a few minutes. It allows your source database to remain operational, significantly reducing the downtime for the applications that rely on it. In case of any issues, the service automatically restarts jobs, and if it cannot resume from the intended point in time, it will revert to the last completed migration stage. This service facilitates the migration of databases from various cloud platforms or local databases to Yandex's cloud-managed database services. To initiate a transfer, you simply begin the process of sending data between two specified endpoints. Each endpoint is equipped with the configurations for both the source database, from which data will be extracted, and the target database, where the data will be sent. Additionally, the Yandex Data Transfer service supports multiple types of transfers between these source and target endpoints, making it a versatile solution for database migration needs. This flexibility ensures that users can choose the most suitable transfer method for their specific requirements.

The Search API offers three distinct search categories: Russian, Turkish, and international, enabling users to create searches for individual websites, groups of sites, or even an entire network. This API not only categorizes the type of search but also influences the ranking algorithms and the specific database of documents utilized during a search. It is designed to index both text pages and various documents, with updates occurring every few days to ensure a continually expanding index. Users can expect response times of less than one second, making it highly efficient for real-time search needs. Additionally, there are minimal restrictions on the volume of requests allowed daily or monthly, which greatly enhances usability. By using the Search API, developers can avoid the complexities of building and managing a web crawler and its associated challenges. Instead, they can seamlessly integrate this API into their products without the need for extensive server configurations. Furthermore, the Search API is built to automatically adjust to varying workloads, ensuring consistent performance regardless of demand.

Yandex Cloud allows users to build fully operational applications using a collection of seamlessly integrated components. These applications come pre-configured with necessary integrations to Yandex Cloud services, and the deployment process is streamlined and automated. You have the flexibility to deploy your application's source code directly within your own cloud environment, making it easy to tailor the code to your specific requirements. The platform employs templates that have been developed and rigorously tested by the Yandex Cloud team to facilitate application deployment. Utilizing cloud applications can help you maximize efficiency in the cloud, ultimately saving time that would typically be spent on component rollouts. A comprehensive suite of tools is available for deploying code alongside Yandex Cloud services. Although there are costs associated with the services, the applications themselves can be accessed free of charge. The service automatically manages the deployment and configuration of all necessary Yandex Cloud components for the application to operate effectively. Resources are allocated under the specific service account designated for the application, and the platform also keeps a record of the resources created. This systematic approach ensures that all aspects of application deployment are handled with precision and efficiency.

You can either create or import TLS certificates and monitor their validity within the management console. Automatic retrieval and renewal of Let’s Encrypt certificates can be achieved easily, provided that you validate your domain ownership. Additionally, you have the option to manually upload certificates from external certification authorities and utilize them within Yandex Cloud. By selecting certificates from the Yandex Certificate Manager, you can enable HTTPS access for your static websites. It's essential to use domains with validated rights when interfacing with the API, as a certificate associated with the domain will facilitate a secure TLS connection. Once you upload or renew certificates, the changes will be reflected across all resources simultaneously. When generating a certificate, various verification methods can be selected, but for Let’s Encrypt certificates, only domain ownership verification is necessary. Notably, the Certificate Manager does not verify domain rights for user-uploaded certificates. This streamlined process enhances security and ensures that your web services remain reliably accessible.

Yandex Vision OCR is capable of identifying and extracting text from images while also adding automatic punctuation to the output. This advanced service can automatically recognize and support over 50 languages. It efficiently extracts standard fields and processes text from various templates and documents, including passports, driver’s licenses, vehicle registration certificates, and license plates. The system is proficient in handling both Russian and English languages, accommodating combinations of handwritten and printed texts seamlessly. It also intelligently analyzes table structures, delivering text in organized row and column formats. In addition to optical character recognition (OCR) and document identification, it includes functionalities for recognizing license plate numbers. Yandex Vision OCR supports file formats such as JPEG, PNG, and PDF, with a maximum file size limit of 20 MB and up to 300 pages per document. Notably, the service can effectively scan images to locate passports from 20 different countries, along with various types of driver’s licenses, vehicle registration papers, and license plates, making it a versatile tool for document processing. Overall, it enhances efficiency in text recognition tasks across a wide range of applications.

An accessible platform that allows you to effortlessly design forms tailored for your business needs. You can choose whether to let everyone or just your team fill out these forms, and your coworkers can have the ability to modify and access the responses. The tool enables you to incorporate various types of questions, including open-ended, yes/no, and multiple-choice formats, as well as rating scales and a list of your organization’s members, among other features. Additionally, you can make specific answers mandatory, and control the visibility of certain questions based on prior responses from users. Sharing is simple, with options to embed the form in your website, promote it on social media, or distribute a link through email or messaging platforms. You can also establish a connection with Yandex Tracker, allowing each response to create a task effortlessly, which streamlines the process of collecting and managing tickets and error reports. Responses can be viewed directly in the platform and exported in multiple formats including XLSX, CSV, and JSON, or sent via email, or saved to a Yandex Wiki page for easy access. Furthermore, you can gather support tickets using Yandex Forms, and seamlessly transfer them to Yandex Tracker or another system through available integrations, enhancing your workflow efficiency. This service not only simplifies form creation but also optimizes response management and collaboration within your organization.

An entirely free platform designed to develop a corporate knowledge hub allows users to create and edit wiki pages collaboratively with their teammates. You can store project descriptions, guidelines, and other essential information within a wiki, while also organizing them into structured hierarchies of nested pages linked through cross-references. The search functionality enables you to quickly locate the information you require throughout your entire knowledge base. You can format your text and incorporate drawings, tables, and links by utilizing Markdown, while using headings and cuts to emphasize crucial details. It is possible to provide access to all employees, restrict editing on certain pages, or prevent viewing of sensitive information. Every modification made to the pages is logged in a changelog, and notifications are sent whenever changes occur on the pages you are subscribed to. Additionally, you can integrate task lists from Yandex Tracker, ensuring that task names and assignees are updated automatically, while also embedding request and survey forms from Yandex Forms. This versatile tool not only stores comprehensive project descriptions but also incorporates task management seamlessly, enhancing overall productivity and collaboration within your team. With the ability to maintain a centralized knowledge repository, your organization can improve information sharing and teamwork significantly.

The Managed Service for PostgreSQL allows users to easily set up and manage PostgreSQL server clusters within the Yandex Cloud ecosystem. In mere minutes, you can have a fully functional cluster up and running. The database settings are tailored to fit the chosen cluster size, with the flexibility to modify them as needed. As your cluster experiences increased demand, you have the option to swiftly add additional servers or enhance their capacity. Featuring a straightforward interface with clear visualizations, monitoring the health and workload of your PostgreSQL cluster is a breeze. Security is a priority, as all database connections utilize TLS encryption, while backups are safeguarded with GPG encryption. Furthermore, data protection measures comply with local regulations, GDPR, and ISO industry standards, ensuring your information is both secure and trustworthy. This robust service provides peace of mind and efficiency for users managing critical database environments.

In just a matter of minutes, you can launch a fully operational cluster and effortlessly configure automatic backups and replicas. Focus on your project while we handle essential database upkeep, including software backups, monitoring, fault tolerance, and updates. With Managed Service for MySQL®, you have the flexibility to create read replicas and design custom replication architectures. Your data is securely stored in an encrypted format, complying with local regulations, GDPR, and ISO industry standards. You can track your cluster's status and resource usage through the management console or export resource metrics using the API, ensuring that you are always informed about your database’s performance and health. This level of management allows you to concentrate on innovation without the burden of maintenance.

Focus your efforts on your project, and we will manage the upkeep of the database, which includes software backups, continuous monitoring, ensuring fault tolerance, and applying updates. ClickHouse excels at processing large datasets in real-time, and its columnar storage approach significantly reduces storage requirements through efficient data compression. All database connections are secured with TLS encryption to maintain confidentiality. Additionally, we adhere to local regulations, GDPR, and ISO industry standards to protect your data. You can visualize the data architecture within your ClickHouse cluster and execute SQL queries directly from the management console. Furthermore, the service offers data replication across database hosts, both within and across availability zones, and seamlessly transitions the load to a backup replica in case of any failures, thus enhancing reliability. This comprehensive approach ensures that your data remains both accessible and secure during any unexpected incidents.

In Object Storage, objects are maintained across multiple availability zones that are geographically spread out. Each time you create, modify, or delete an object, all replicas are promptly updated to reflect those changes. You can manage Object Storage using various tools that are compatible with Amazon S3, such as the API, CLI, WinSCP, Java SDK, or Python SDK. To begin utilizing Object Storage, navigate to the Yandex Cloud management console and set up your initial bucket. After creating the bucket, you can easily upload files by dragging them onto the designated bucket screen. The physical infrastructure is housed within Yandex's highly secure data centers, which prioritize safety and reliability. All data is encrypted, ensuring that even individuals with access to the physical media cannot decipher the information stored within. This level of security provides users with peace of mind regarding the safety of their data.

Websites and applications hosted in the cloud benefit from the exceptional network connectivity of Yandex data centers, ensuring rapid loading times both internally and on the internet. Users can select internal IP addresses from designated private ranges, and public IPs can be seamlessly reassigned between virtual machines. The data transfer among your assets, including virtual machines, storage solutions, and databases, is kept separate from the traffic of other clients utilizing Yandex Cloud. By isolating unwanted traffic and segmenting your network architecture, you can tailor security group rules for managing incoming and outgoing traffic effectively. Additionally, static route tables enable the routing of traffic to specific IP address ranges, directing it towards pre-configured virtual machines like IPSec or NAT instances, thereby enhancing network efficiency and security. This level of control and customization allows for a more robust and flexible cloud infrastructure that meets diverse operational needs.

Enabling DDoS Protection is as easy as clicking a checkbox: simply select the DDoS protection option while setting up your VM and reserving public IP addresses. The service continuously monitors traffic to establish a baseline profile for each resource, allowing for the near real-time identification of DDoS attacks. To activate this feature, just remember to check the DDoS protection box during the VM creation or IP reservation process. Yandex DDoS Protection effectively filters all traffic directed to the protected IP addresses, even in the absence of an active DDoS attack, and it processes this traffic at OSI Layers 3 and 4. This robust protection is available for public IP addresses associated with VMs, network balancers, and database hosts, ensuring comprehensive defense against potential threats. Additionally, this proactive approach helps maintain service availability and reliability for your resources.

You have the flexibility to generate as many virtual desktops as necessary, thanks to the adaptable cloud infrastructure that allows for on-demand scaling of desktop numbers. The infrastructure offered by Yandex Cloud complies with both Russian Federal Law and a variety of international and national standards, including ISO, GDPR, PCI DSS, and GOST R 57580. With these remote desktops, users can leverage robust cloud-based setups directly from standard personal computers. No matter how large or small your organization is, you have the capability to establish cloud desktops effortlessly. Yandex Cloud Desktop equips your workforce with comprehensive access to cloud computing resources along with secure data storage solutions. This adaptability not only enhances operational efficiency but also ensures that your team can work from anywhere, boosting productivity.

Service API requests are handled promptly to ensure minimal delay. During high traffic periods, the service automatically scales to reduce response times effectively. When accessing the API, you have the option to utilize domains from Certificate Manager, which employs a certificate associated with the domain to establish a secure TLS connection. You can easily enhance your specifications with a single click in the management console, facilitating the integration of your applications with Yandex Cloud services. Additionally, the API Gateway's canary releases feature enables you to implement changes to the OpenAPI specifications gradually, allowing for a controlled rollout to a subset of incoming requests. To safeguard against DDoS attacks and manage the use of cloud resources, it is advisable to set limits on the number of requests to the API gateway within a specified time frame. This proactive approach not only maintains stability but also enhances overall security and performance.

Load Balancers operate using technologies associated with Layer 4 of the OSI model, enabling the efficient processing of network packets with minimal latency. By establishing rules for TCP or HTTP checks, these load balancers continuously monitor the health of cloud resources, automatically excluding any resources that fail these checks from being utilized. You incur costs based on the number of load balancers deployed and the volume of incoming traffic, while outgoing traffic is billed similarly to other services within Yandex Cloud. The distribution of load is managed according to the client's address and port, the availability of resources, and the specific network protocol in use. In the event of changes to the instance group parameters or its members, the load balancer has the capability to automatically adapt, ensuring seamless operation. Additionally, when there are sudden fluctuations in incoming traffic, it is unnecessary to reconfigure the load balancers, allowing for a more efficient and hassle-free experience. This dynamic adjustment feature enhances the overall reliability and performance of your cloud infrastructure.

An Application Load Balancer operates at OSI Layer 7 and utilizes attributes from HTTP requests to effectively manage traffic distribution and to create or alter HTTP responses. Each interaction with your applications is logged, enabling you to review and analyze activity through the access logs of the load balancer. By distributing your cloud resources across multiple geographically diverse availability zones, you can ensure that your applications remain accessible even if one zone faces an outage. It is advisable to implement different load balancers tailored to the specific needs of various applications. When utilizing the Yandex Cloud framework to launch multiple applications, it is essential to set up both L4 and L7 load balancers for optimal service. Additionally, you can establish backends for new versions of your applications, allowing for dynamic load shifting within the HTTP router by adjusting the proportion of traffic directed to both old and new backends, thereby facilitating a smooth transition. This strategy not only enhances the robustness of your application deployments but also aids in managing resource efficiency effectively.

Easily set up preconfigured virtual machines equipped with load generators directly within the console. You can configure the test parameters conveniently through a user-friendly form or by utilizing a configuration file. Results from the tests will be automatically exported to your designated storage solution. Access detailed test reports whenever you need them, providing insights into your testing process. The configuration of test parameters is straightforward, as it can be done via the form or the configuration file. An agent is initiated within your cloud environment to simulate load on your service without requiring any additional permissions, allowing you to maintain full control over its operations. This service has been specifically tailored for the cloud, eliminating the need to modify or adjust other existing tools, thereby streamlining your workflow. Additionally, this approach ensures a more efficient and effective testing process without unnecessary complexities.

Enhance the loading speeds of your service's media assets by utilizing content caching on a network of geographically diverse CDN servers. These global CDN servers retrieve, cache, and provide your content to end users as needed. To optimize load distribution and accelerate content delivery, organize servers that host identical content. Implement content caching for both CDN servers and browsers, define the duration for file copies, and preload substantial files in advance of user requests. In Yandex Cloud CDN, you have the ability to evaluate metrics related to the traffic you've downloaded and sent, as well as track the number of requests and errors for the previous month, allowing for better insights into performance. This analysis can help you make informed decisions about future optimizations.

Yandex Cloud's Cloud DNS is built on a robust and efficient framework that ensures high performance and reliability. It enhances the routing of DNS queries, guaranteeing consistent access with low latency and quick record propagation. Users can establish both public and private DNS zones tailored to their needs. Additionally, it allows for the configuration of environments for development, testing, and debugging, which can be accessed exclusively from the user's virtual networks (VPC) by utilizing internal zones within a single project. Cloud DNS is easily accessible through various platforms, including the Yandex Cloud console, API, CLI, and Terraform interfaces. Users can assign user-friendly domain names to their cloud-based applications and websites without the need to manage their own DNS servers or install extra software. Furthermore, these domain zones hold resource records that associate the IP addresses of virtual machines with their corresponding domain names, facilitating seamless connectivity and organization. By leveraging this service, organizations can optimize their cloud infrastructure while maintaining control over their DNS configurations.

Yandex Cloud Backup provides a solution for safeguarding application data while ensuring its reliability through the use of the Cloud Backup agent installed in the guest operating system. Users can retrieve specific files from backups and place them in the correct directory of the current version of the virtual machine. Additionally, it is possible to establish backup policies for virtual machines across the entire cloud via the console, and these policies can be applied during the virtual machine configuration process. All backup tasks are executed in the cloud environment, necessitating only the setup and application of policies to the designated virtual machines. In contrast to a simple disk snapshot, this service generates copies of all virtual machine disks, which encompasses network SSDs, HDDs, non-replicated disks, and dedicated host local disks. If reverting the current virtual machine to a prior state proves unfeasible, users have the option to restore the backup to a newly created virtual machine, thus ensuring flexibility and resilience in data management. This capability makes Yandex Cloud Backup a comprehensive tool for managing not just backups but also the overall integrity of applications running in the cloud.

Yandex Monitoring effortlessly gathers metrics for your cloud resources, requiring no extra effort from you. You have the option to create individual charts for various metrics or consolidate all your application's metrics into a single comprehensive dashboard. Additionally, you can set up notifications to alert you when predefined metric thresholds are crossed. These alerts can be sent via email or SMS, and you can also include other users in the notifications. The service allows for the visualization of exported metrics and enables you to monitor both your cloud and on-premise infrastructure within one unified platform. You can either upload metrics from applications hosted on Yandex Cloud or utilize local data sources for tracking. These metrics reflect changes in specific values over time, such as the status of a Yandex Cloud service, including metrics like the amount of used disk space and the rate of network data transfer. This comprehensive monitoring capability ensures that you stay informed about the performance and status of your resources at all times.

The service compiles runtime information from various sources into a unified log group. You have the option to utilize existing log groups or establish new ones tailored for specific services and applications. Filtering entries can be accomplished through the use of queries. While engaging with Cloud Logging, you can employ logical operators, filter by specific parameters, or delve into searches within JSON parameters. Cloud Logging is designed to gather, process, and retain logs for a maximum of 31 days. Each log group has a dedicated and separate data storage space. Read and write access can be configured through the assignment of roles. Additionally, you can consolidate data from Cloud Logging alongside diagnostic details from other systems that interface with Grafana, all within a single dashboard for streamlined analysis. This integration not only enhances visibility but also simplifies monitoring across multiple platforms.

Serverless computing is particularly well-suited for applications that experience fluctuating loads. The automation of storage scaling, query execution, and backup processes simplifies management significantly. With serverless architecture, the service API's compatibility enables seamless integration with AWS SDKs across various programming languages such as Java, JavaScript, Node.js, .NET, PHP, Python, and Ruby. YDB is strategically hosted across three availability zones, ensuring continued availability even in the event of a node or zone failure. In situations where hardware or a data center encounters issues, the system is designed to recover automatically and maintain operational continuity. YDB is optimized for high-performance environments, capable of handling hundreds of thousands of transactions each second while keeping latency minimal. Additionally, the architecture has been specifically developed to support the management of vast data volumes, accommodating hundreds of petabytes efficiently. This robust design makes it an exceptional choice for businesses requiring reliability and speed in their data processing needs.

You can set up a fully functional cluster in just a few minutes. The database configurations are pre-optimized based on the selected cluster size. Should the demand for your cluster rise, it’s easy to either add new servers or boost their existing capacity within minutes. Redis utilizes a key-value data storage format, accommodating various types such as strings, arrays, dictionaries, sets, and bitmasks, among others. Operating primarily in RAM, Redis is ideal for scenarios that demand rapid responses or involve executing numerous operations on a relatively small dataset. The contents of the database are secured with GPG encryption for backups. Additionally, data protection adheres to local regulations, GDPR, and ISO standards. You can also set a time limit for the Yandex Managed Service for Redis to automatically purge data, which helps in optimizing storage expenses. This feature allows for better management of resources while ensuring compliance and security.

Gain access to the latest features and official releases of MongoDB that ensure complete compatibility with the platform. As your cluster experiences increased demand, you can seamlessly add new servers or enhance their existing capacity within minutes. Focus your efforts on your project while we manage the backend of your database, including software backups, monitoring, fault tolerance, and updates. Clusters running MongoDB version 4.0 or newer can enable sharding, allowing you to add and configure individual shards to optimize performance. All connections to the database management system are secured through TLS encryption, and backups are protected using GPG encryption. Your data complies with local regulations, GDPR, and ISO industry standards, ensuring its safety and privacy. Unlike traditional databases that utilize regular tables, MongoDB organizes data into collections of JSON-like documents, making it particularly advantageous for projects where data structures might evolve over time. This flexibility empowers developers to adapt their applications without extensive rework.

Concentrate on creating applications for processing data streams instead of spending time on infrastructure upkeep. The Managed Service for Apache Kafka takes care of Zookeeper brokers and clusters, handling tasks such as configuring the clusters and performing version updates. To achieve the desired level of fault tolerance, distribute your cluster brokers across multiple availability zones and set an appropriate replication factor. This service continuously monitors the metrics and health of the cluster, automatically replacing any node that fails to ensure uninterrupted service. You can customize various settings for each topic, including the replication factor, log cleanup policy, compression type, and maximum message count, optimizing the use of computing, network, and disk resources. Additionally, enhancing your cluster's performance is as simple as clicking a button to add more brokers, and you can adjust the high-availability hosts without downtime or data loss, allowing for seamless scalability. By utilizing this service, you can ensure that your applications remain efficient and resilient amidst any unforeseen challenges.

Evaluate the effectiveness of the Greenplum Database Management System (DBMS) by utilizing the monitoring and query management features available in the command center, which also allows for the viewing and downloading of query and session histories. The Hybrid Storage feature within Yandex Managed Service for Greenplum® seamlessly integrates with Object Storage, enabling users to efficiently manage hybrid storage with automatic transfers of data to cold storage. You can set up a fully functional cluster in a matter of minutes, with database settings tailored to the chosen cluster size, although adjustments can be made if needed. The integration with the DataLens Business Intelligence system facilitates the creation of reports, charts, and dashboards directly from the service using data stored in Greenplum. Furthermore, all connections to the DBMS are secured with encryption through the TLS protocol, ensuring data protection. Our infrastructure complies with local regulations, GDPR, industry-specific ISO standards, and PCI DSS security requirements, providing peace of mind regarding data safety and compliance. Overall, this setup not only enhances operational efficiency but also prioritizes security and regulatory adherence.