Kubernetes cluster trabalhos
Um estudo de caso com as maiores buscas associadas ao mercado de beleza brasileira no ano de 2022 e 2023, foi feita a analis...Agora é Preciso que seja feito uma análise de similaridade entre os clusters .Gostaria de avaliar a semelhança entre os clusters e classificá-los utilizando as normas acadêmicas para tal. Já existe a separação dos clusters, mas eu gostaria que esses clusters tivessem um pouco mais de detalhe entre eles. Por exemplo: Se o sentimento positivo atrelado a palavra "ajuda social" esta presente em um cluster, eu posso afirmar que ações relacionadas a isto tiveram ou terão impacto na estratégia da empresa. Eu preciso saber que além da pontuação atribu&...
...GCP; Conhecimento em Telemetrias: Grafana, Conhecimento de Controle de Versionamentos: Flyway, Liquibase; Monitoramento, automação e Capacity Planning, Performance and Tuning Diagnóstico de erros e Debug de aplicações; Migração em Replica Set e Sharding; Desejável: - Conhecimento em Tecnologias digitais de infraestrutura (Puppet, Ansible, AWX e afins); - Conhecimento em Containers (Docker, Kubernetes, OpenShift); - Administração de Servidores Linux; - Administração de Servidores Windows; - Administração de Servidores VMWare; - Familiaridade com DevOps, Agile e Scrum; - Familiarizado com Transformação Digital; - Conhecimentos de Dataguard (Physical and Logical); - Adm...
Continuar projeto de construção de nossa infraestrutura em kubernetes, com apache kafka, para filas, em ambiente de produção no google e homologação no Hostgator, migrar banco de dados Mongodb, para google, fazendo backup internamente no GCP e fora do google para termos redundância para um plano de contingencia, criar CI/CD para automatizar os processos de deploys.
Sobre o que precisamos de arquiteto: Arquiteto...definindo arquitetura junto com equipe. Alguém que já tenha vivido problemas de desempenho, segurança, custos e riscos relacionados ao desenvolvimento de sistemas. Consultoria em horário comercial. Previsão de 4h a 6h por semana por uns 2 meses a 4 meses, em horários pré-agendados em comum. Necessário: .Net Core, Arquitetura / Engenharia de SoftwareMicroserviços, serverless, conteinerização, kubernetes, atomicidade em microserviços, oauth2, JWT DDD, BDD e TDD Migrations, Entity Framework, etc… Azure (para dev) Muito conhecimento em POO, Patterns e UML aplicada (ref. Refactoring – Improving the design of existente code) Devops Angular ...
Preciso de uma instância no Kubernetes do GCP que tenha um docker que faça o recebimento de mensagens PubSub e salve as mensagens no BigQuery e no Storage. Salvamento no BigQeury estilo tabular e salvamento no Storage como a mensagem chega, no caso string em formatação JSON
Requisitos: 1) Estou precisando de consultoria de alguem com boa experiência em soluções kubernets, pois preciso tomar algumas decisões nesta área para mudar a forma de como disponibilizamos nossas aplicações java existentes. 2) Não vamor mudar a arquiterura de nossa aplicações existentes agora para microservices agora. 3) Queremos encotrar as melhores soluções possíveis para nossas aplicações que hoje rodam no tomcat/mysql 4)É importante conhecer as diversas opções do mercado pois não vamos implementar soluções proprietárias de nenhum datacenter, pois vamos mudar de fornecedor sempre que for conveniente.
Facelift e atualização tecnológica em Plataforma já existente. Desenvolvimento de Front End (aproximadamente 100 telas) segundo modelo já existem e em funcionamento. Framework Quasar. Stack tecnológica - Front End React com framework Adonis, aplicações Node.js e banco de dados Microsoft SQL Server. // Cluster de Kubernetes para orquestração de containers de microsserviços, plataforma web e backend na Azure Cloud. // API Rest e GraphQL em Adonis/NodeJS utilizando banco de dados PostgreSQL e Microsoft Azure NoSQL // Protocolo de segurança para conexão web/api Auth 2.0, entre os microsserviços, os DBs, a plataforma web, e o backend.
Realizar o inventario de conteúdos para (1) um produto Avaliar os conteúdos e as melhores abordagens do mercado propondo "o que deve ficar como uma seção, virar uma página ou se formar um cluster" Avaliar o posicionamento do produto vs a jornada do cliente.
Estamos buscando um profissional com Conhecimentos em Google Cloud e Kubernetes para nos apoiar e reajustarmos nossa infraestrutura para um APP de vendas. Temos hoje uma aplicação que está rodando no Kubernetes via GKE na Google com configuração para ci/cd via azure devops, as imagens dos containers são armazenadas no serviço da google e temos o istio 1.5 cuidando de monitoramento, proxy, descoberta de serviço e usamos isso para um ou dois microserviços que são acessados via este DNS interno propagado pelo istio. O que nós precisamos: os recursos computacionais não são distribuídos de maneira homogênea, ou seja, eu tenho pods operando a 100% de CPU de um nó com out...
+ Construir um ambiente de testes compatível com os diferentes ambientes de produção; + Manter os ambientes de desenvolvimento e testes compatíveis com os ambientes de produção; + Trabalhar em conjunto com o time de DevOps para monitorar as aplicações já existentes nos div...Endereçamento e roteamento IP, Firewall, Backup e ferramentas de monitoramento; + Conhecimento em linguagens de programação de scripts como Bash, Powershell; + Ferramentas de Automação (Jenkins, Puppet, Ansible); + CI/CD; + Experiência com Infrastructure as Code; + Experiência com Configuration as Code; + Boa comunicação e liderança. Desejável: + Experiência com Apl...
Configuração de uma hosting Linux com Kubernetes.
O projeto é sigiloso. Precisamos migrar uma plataforma de .NET para: docker, kubernetes, java, postgree. Para mais detalhes entre em contato comigo.
Cluster de empresas pretende contratar profissional para reestruturar a sua presença web (alterar o existente + novas páginas + social media) / 2 meses max de trabalho PRESENCIAL EM LISBOA NA EMPRESA - ZONA SÃO BENTO // INICIAR EM FEVEREIRO
Boa tarde. Tenho um site e utilizo o WebService padrão da plataforma Prestashop. Ocorre que após a migração de cluster do meu servidor de hospedagem ele parou de funcionar. Ao tentar acessar: Chave: 1BUZJY4H44LLQI1KLBGH7SU5H14EVWJG Abre-se a janela de autenticação, porém, mesmo digitando corretamente não autentica. Se acessar com a chave no parâmetro funciona. http://casaveg.com.br/api&ws_key=1BUZJY4H44LLQI1KLBGH7SU5H14EVWJG Qual o valor para que possa verificar e resolver esse problema? Obrigado.
Requisitos: • Licenciatura em Engenharia Informática ou equivalente; • Experiência mínima 3 anos; • Instalação e configuração; • Administração e monitorização de SQL Server 2008/2008R2/2012/2014/2016; • Alta disponibilidade com SQL Cluster, SQL AlwaysOn, Replicações e Log Shipping; • Migração de base de dados; • Backup e restore; • manutenção de base de dados; • Análise de performance e troubleshooting; • Proatividade e disposição para aprendizagem continua; Valorizamos os conhecimentos em: • Desenvolvimento em TSQL (scripting, automação de processos, stored proced...
Realizar a instalação, configuração e manutenção de um cluster Hadoop com Spark.<br />Será um cluster pequeno com aproximadamente 4 máquinas (1 mestre e 3 escravos), essa instalação deverá ser feita com o Apache Ambari (ferramenta para automatização de instalação de clusters).<br />Esse cluster também pode/deve conter outras ferramentas além do Hadoop. (Isso inclui Hue, Hive, Pig, Zeppelin etc)<br /><br />Depois disso, será feito um trabalho de extração de dados do cliente, essa extração compreende aproximadamente 70 tabelas de um banco de dados Sql Server.<br />O volume de dados é...
Tenho uma tabela com uma pesquisa que fiz em meu site sobre perfis de pessoas que desejam perder peso (com variáveis, como, por exemplo, Sexo, Idade, Estado Civil, Se Tem Filhos). Necessito a realização da seguinte análise: 1) Análise de Cluster: agrupar dados (dos entrevistados) da pesquisa em grupos baseado em características semelhantes
Possuo uma tabela com dados de portos (dados financeiros e operacionais) e uma outra tabela com pontuações obtidas por esses p...por esses portos. As seguintes análises seriam necessárias: 1) Analisar a estrutura das correlações. 2) Analisar a relação entre variáveis dependentes e variáveis preditoras: neste caso, as variáveis dependentes são as relacionadas ao desempenho financeiro e operacional das autoridades portuárias avaliadas e as variáveis independentes (preditoras) são as práticas de gestão 3) Análise de cluster: agregar objetos com base nas características que caso, avaliar se existem grupos de portos com características simi...
...desde bases de datos relacionales con Sqoop<br />REST Interfaces<br />Buenas prácticas para la importación de datos<br /><br /><strong>MapReduce</strong><br />¿Qué es MapReduce?<br />Conceptos básicos de MapReduce<br />Arquitectura del clúster YARN<br />Asignación de Recursos<br />Recuperación ante fallos<br />Empleo de YARN Web UI<br />MapReduce Versión 1<br /><br /><strong>Planificación de un cluster Hadoop</strong><br />Consideraciones generales de planificación<br />Elección correcta de Hardware<br />Consideraciones de red<br />Configuración d...
Configurar 3 servidores para trabalharem em modo Cluster, instalar WHM/cPanel em 2 e fazer a segurança de ambos. Sistema Linux CentOS
I'm looking for a talented DevOp...be working with EC2 instances, Lambda functions, and S3 storage. Key Tasks: - Implementing AWS CloudFormation for resource deployment - Combining AWS services for a seamless workflow - Setting up Kubernetes for automating deployment The right candidate should have: - Proven experience with AWS services, especially CloudFormation - A deep understanding of Kubernetes and its applications, particularly in automating deployment - Strong knowledge in Docker and RDS - Excellent problem-solving skills and ability to work independently This project will involve a deep understanding of AWS and Kubernetes, and the ability to integrate various services effectively. If you have a strong background in DevOps and can meet these requirement...
As a thriving business, we are currently seeking an experienced, motivated DevOps expert proficient in managing AWS cloud platform. The successful candidate will be responsible for: - Setting up the CI/CD pipeline and managing Kubernetes and Docker, to configure and optimize our cloud setup for swift deployment of our microservices-based application. - Collaborating with the team to identify and establish DevOps practices in our organization. Skills and Experience: - Proven experience with AWS, Docker, and Kubernetes - Previous experience in setting up CI/CD pipeline - Understanding of Microservices deployment model - Strong troubleshooting and problem-solving skills. We look forward to receiving your proposal.
I need a knowledgeable and skilled freelancer in the field of Computer Science to help me complete an assignment. The assignment is specifically focused on Kubernetes and Jenkins, so experience with these technologies is crucial. Key requirements include: - Proficiency in Kubernetes and Jenkins - Strong understanding of Computer Science principles - Ability to complete the assignment quickly and accurately I'm on a tight deadline and need this done ASAP. Please only apply if you can commit to this timeline.
Hello and Thank you for being here I did minikube ip and got and is not making sense as I am on a 192.168.0.x server and expected the same subnet? Is there another IP along with this that could be discovered? Is my minikube setup wrong? We can do a 2nd Milestone if you like and we can talk about that together Will give a 5 Star Review when this is done and will write such inspiring words for you, when done. Please understand; there is hope you can give your “best” price; been unemployed, and have cancer with bills backing up, $10 possible? Please note $10 is the max total that I can handle for this (doing hourly reduces % fee). Will leave a Glowing paragraph of feedback 5 stars : - ) My funds are low but will pay quick and leave 5 stars. Please give your best possibl...
We are seeking a copywriter with experience in Kubernetes, containerization, Cloud, AI/ML, and DevOps to collaborate closely with our team on innovative projects. What We're Looking For: We're looking for a freelance copywriter who: -Has previous experience in copywriting, particularly in the technology and startup domain. -Is familiar with concepts such as: Kubernetes, containerization, Cloud, AI/ML, and DevOps. -Can work collaboratively and effectively with our team, including designers and developers. -Possesses a good understanding of technical terms and can communicate them clearly and effectively. -Is open to learning and growing in a dynamic and fast-paced environment. Responsibilities: -Collaborate closely with the design team to create cohesive and engag...
Ensure all necessary files (like Dockerfile, Kubernetes deployment configs) are in place and updated. Create a .github/workflows directory in your repository if it doesn't already exist. Write the GitHub Actions workflow YAML file, which includes: Checkout code. Build the Docker image. Push the image to Google Container Registry or Artifact Registry. Deploy to Kubernetes, using either direct kubectl commands or set up configurations. Run the workflow to ensure it triggers correctly on commits. Debug any issues that arise during the build, push, or deployment steps. This might involve several iterations to fix syntax errors, permission issues, or configuration issues. Configure the necessary permissions for the GitHub Actions runner to interact with GCP. Securely manage s...
...ranks. Your wealth of knowledge and experience will be the key to our growth and the solution to surpassing our current limitations. Key Skills: - Proficiency in JavaScript, C#, React, Vue, and .NET Core - Familiarity with Visual Studio - Experience in MySQL database management Nice to have ● Familiarity with DevOps and CI/CD pipeline. ● Familiarity with containerization tools like Docker and Kubernetes. ● Frontend development experience working with React.js. What you have ● 8+ years of experience as a full stack engineer on a team using standard best practices. ● 5+ years of experience as a Full-stack engineer with .NET, ASP.Net Core, Azure, Angular, and React.js. ● Proficiency in a statically typed language (C#, Typescript, JavaScript). ● Strong communication in English and...
...to learn Kubernetes from scratch. Consequently, I need an experienced tutor to guide me through this journey. Additionally, I require a test environment to apply what I've learned. Key Responsibilities: - Provide one-on-one tutoring: The primary focus is to help me understand Kubernetes from the ground up. This includes explaining basic concepts, the architecture, and practical use cases. - Build a test environment: I'll need assistance in setting up a test environment where I can practically implement the knowledge gained from the tutoring sessions. This will require a clear step-by-step process to follow for deploying and managing applications. Ideal Skills and Experience: - Proficiency in Kubernetes: Since I'm a beginner, it would be beneficial i...
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I'm in need...microservice. The work will be done remotely, with daily coordination via Zoom, and the project will be ongoing. Key Requirements: - Experience: An intermediate level of experience with Spring Boot is necessary. I'm looking for someone who is comfortable working with the framework and can tackle the challenges presented by building a microservice. - Familiarity with Docker and Kubernetes: A strong understanding of Docker and Kubernetes is also required. You should be able to work with these technologies, as they are essential for our deployment processes. You will be working a few hours per day, but the exact timing can be discussed and agreed upon over Zoom. The rate for this position is 350 CAD per month. If you meet the requirements and are inter...
Hi Llazar G., I noticed your profile and would like to offer you my project. We can discuss any details over chat.
...computing system like Compute Canada's Graham cluster. Key Topics: - Model Architecture: I need to understand how to optimize and adapt the architecture of these models for specific tasks. This includes understanding the best practices for modifying the architecture and the implications of these changes on performance. - Hyperparameter Tuning: Assistance in identifying the most effective hyperparameters for the given task and how to adjust them on a high-performance computing system. Skills and Experience: - Strong command of Python, TensorFlow and PyTorch, as you will be helping me leverage these tools to perform the finetuning. - Proven experience in working with high-performance computing systems is a must. Experience with Compute Canada's Graham cluster is ...
I am in need of a knowledgeable freelancer experienced with AWS, GCP, or Microsoft Azure to help manage my Kubernetes k3 deployment project. Key Requirements: - Orchestrating Kubernetes to effectively handle load balancing. - Implementing rolling updates and rollbacks. - Experience in similar projects. In your proposal, please highlight your level of experience. I am looking for someone who has a strong understanding of Kubernetes orchestration features and can provide expert guidance on how to effectively manage the deployment process.
As an experienced Golang developer, you will be responsible for maintaining an existing platform. Your commitment to improve the system's overall performance using your strong proficiency in microservices architecture, concurrent programm...Golang's ecosystem will be of great advantage. * senior golang developer * who have hands on experience in building scalable and high throughput system * hands on experience in postgres sql * hands on experience in timescale or any similar time series database * minimum of 3 year experience is needed * hands on experience in production deployment and server maintenance is needed * kubernetes experience is added advantage * hands on experience on redis * hands on experience on websockets * hands on experience on horizontal ...
I'm seeking somebody who can examine mixed employment data and classify attributes of top, middle, and low performers. Key Requirements: - Expertise in statistical analysis to assess a breadth of employment data. - Proficient in applying cluster analysis to distinguish performer groups. - Capable of handling mixed (quantitative and qualitative) data. - Relevant experience working with similar data sets would be vastly beneficial. The goal is to clearly identify the key attributes that influence employee performance levels. Your insights will be vital to target future organisational improvements.
...configuration/setup, and integration with Kubernetes. - **Troubleshooting & Configuration:** You'll need to help identify and rectify any issues affecting our Jenkins and Vault generated certificate setup. A strong understanding of both Jenkins and Vault's inner workings is crucial for this part of the job. - **Integration with Kubernetes:** The ideal candidate should be well-versed in Kubernetes, Jenkins, and Vault, and be able to seamlessly integrate the three. The integration should be geared towards streamlining our processes and enhancing overall automation and security of the system. - **Automated Deployment & Management:** You will be required to set up an automated deployment and management system that efficiently leverages the capabilit...
I'm in urgent need of an AWS cloud engineer specialist in ECS to help with RDS connectivity through pgadmin utility deployed in the fargate ECS cluster as a docker image Key Requirements: - Setting up a robust ECS solution for RDS connectivity. - Ensuring seamless and secure communication between ECS and our RDS database through the pgadmin utility. Ideal Skills and Experience: - Proficiency in AWS services, particularly ECS, GitHub actions, docker knowledge - Strong background in setting up and managing ECS - Experience in similar projects, specifically with pgadmin utility. - Ability to deliver work promptly as this is a high-priority task. Looking for a professional who can hit the ground running and deliver under tight timelines.
...deployment and management of Kubernetes clusters, configuration and optimization of Apache APISIX, as well as monitoring and troubleshooting of the infrastructure. The project in question is notably large-scale and comes with advanced requirements. Key Responsibilities: - Deploying and managing Kubernetes clusters on Amazon Web Services (AWS). - Configuring and optimizing Apache APISIX to meet project needs. - Monitoring and troubleshooting the infrastructure proactively, maintaining high-performance standards. Ideal Candidate: - Significant experience in DevOps engineering, particularly with Kubernetes and Apache APISIX. - Proven track record of handling large-scale infrastructure projects with advanced requirements. - Proficiency in deploying and managing Ku...
...development team to provide knowledge transfer and documentation. Requirements: - Strong experience in designing and architecting scalable web scraping solutions. - Proficiency in Node.js and familiarity with the NestJS framework. - Expertise in cloud technologies and services (AWS, Google Cloud, or Azure). - Knowledge of serverless architectures, containerization, and orchestration technologies like Kubernetes or Docker. - Experience with message queues and event-driven architectures (e.g., RabbitMQ, Apache Kafka). - Familiarity with cloud-based databases and storage services (e.g., AWS RDS, DynamoDB, Google Cloud SQL). - Understanding of best practices for web scraping, including error handling, rate limiting, and IP rotation. - Strong problem-solving skills and ability to opt...
- Experience with multiple multimedia libraries and frameworks: FFmpeg, GStreamer, libvpx, x264, x265, etc. - Knowledge of multiple streaming protocols (RTMP, RTSP, RTP, HLS, WebRTC, DASH, etc.) and codecs (AAC, Opus, H264, H265, VP8, VP9, AV1, etc.). - Experience with at least one commonly used media server sof... - Knowledge of multiple streaming protocols (RTMP, RTSP, RTP, HLS, WebRTC, DASH, etc.) and codecs (AAC, Opus, H264, H265, VP8, VP9, AV1, etc.). - Experience with at least one commonly used media server software: RED5, Wowza, Kurento, etc. - Highly proficient in database design, with both relational and NoSQL (Scylla, Redis) databases. - Comfortable working with AWS, Linux, Docker, Kubernetes, continuous deployment workflow, multiple programming languages t...
I'm urgently needing a professional with significant CloudStack experience to build a robust CloudStack cluster primarily to link to 2 ESXI Clusters with vCentre, and SAN integration ready for our stage 2 project to integration of StackBill . The specific development environment hasn't been finalised yet, therefore flexibility and adaptability to different environments are crucial. Skills and Experience: - Strong background in CloudStack cluster building - Experience in setting up CloudStack for application development - Must have knowledge of various development environments - Proven track record of timely project completion This project demands urgent attention, hence, I'm needing someone who can start ASAP and deliver in a timely manner. If you h...
Looking for a proficient developer to create a chat system that truly enhances user engagement across multiple platforms including mobile, web, and desktop. Using languages like NodeJS and tools like Kubernetes, with the ability to integrate APIs, your skills will be thoroughly utilised. This project requires unique expertise in: - Real-time, live chat functionality using NodeJS - WhatsApp integration - Building on multiple platforms like mobile, web, and desktop - Focus on backend architecture Please note, there are no specific design aesthetics for this project as the focus will essentially be on the backend architecture. This is however an excellent opportunity for those well-versed in creating efficient, engaging, realtime chat systems. Full brief given after showing expe...
Hi there, I'm looking for an expert familiar with tiledesk I need to help out installing tiledesk on either Oracle Cloud, or AWS Lightsail or Google Clo...I'm looking for an expert familiar with tiledesk I need to help out installing tiledesk on either Oracle Cloud, or AWS Lightsail or Google Cloud environment. I started myself with the setup, but something wrong, Please confirm you are familiar with tiledesk with chat21 and node , Docker Compose, Kubernetes and Helm to accepting this project I also want to customize the tiledesk, We will discuss further here Ideal Skills:** - depth knowledge of Tiledesk, including Chat21 and Node - Kubernetes - Helm - Cloud architects Services experience - Problem-solving skills - Experience with live chat support systems (p...
I am looking for an expert who can assist with setting up a Kubernetes cluster using my three worker nodes. Your responsibilities will include: - Configuring the three worker node cluster for optimal storage and performance. - Ensuring each node is properly functioning within the cluster. - Installing and running Windows Server as a virtualization over the cluster. The worker nodes are already set up with the necessary infrastructure, so you can focus on the cluster configuration and virtualization aspects of the project. The ideal candidate for this project should have significant experience with Kubernetes and Windows Server. Familiarity with node clusters and virtual machines is also essential.
...best/worst-selling products, and profitability by region, season, gender, and demographics using descriptive analysis. Create compelling visualizations in Power BI and Tableau to clearly represent findings. Derive insights from data distribution, outliers, and other statistical measures. Customer Segmentation and Profiling Implement a k-means cluster analysis model (and compare to other suitable models) to segment the customer base. Analyze the characteristics of each customer cluster (demographics, spending habits, preferences). Compare customer profiles to regional demographics where the restaurants operate. Stakeholder Insights and Recommendations Synthesize findings to provide actionable insights to leadership across departments (Sales, Marketing, IT, Finance). Outline...
...who can help me with the setup of my Google Cloud Platform (GCP) infrastructure. The main goal of this project is to automate the infrastructure using tools like Terraform and Kubernetes for our microservices architecture. Key Responsibilities: - Help with the setup of the Google Cloud Platform (GCP) infrastructure. - Implement infrastructure automation using Terraform. - Manage and maintain Kubernetes for our microservices architecture. Ideal Skillset: - Prior experience in setting up GCP infrastructure. - Proficiency in Terraform for infrastructure automation. - Strong knowledge and experience in managing Kubernetes. - Understanding of microservices architecture. Your contribution to this project will be crucial in ensuring a smooth and efficient deployment of ...
...this endeavor should have: - Proven experience in setting up Dockers - Proficiency in managing Linux - Connection with a MongoDB Cluster (3 Node in replicateset already configured) - Understanding of network infrastructure for VPNs The objective is to develop Pritunl Clusters on Dockers, included test and fixes. Test are related to: 1) Switch off the Main Pritunl Server 2) Upfront on Second Server in Stand-by 3) Switch off Second Pritunl 4) Activation of Third Pritunl Server We don't provide "Test" Enviroment, so the Consultant must use it own in local laboratory. The Release 'll be done on Production site and it 'll be connect to MongoDB Cluster and behind firewall. Excellence in all stages of the deployment process is critical, ma...
I'm searching for a scaled-up DevOps ace. Who can help our team to Setup nestjs application with MongoDB Docker & Kubernetes and errors resolving - Debugging and technical support: Bugs happen. Don't let them get in the way. You should be able to quickly identify and fix any glitch that could slow us down. - High-performing & Highly Scalable: The application needs to effortlessly scale on-demand, adapting to high usage without missing a beat. We need the best, the system should perform flawlessly during peak loads. You should have proven experience in scaling infrastructure for high usage.
