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Анализ графиков
Consulting, Architectural Design & Audit
  • Business Consulting & Data Audit:

    • Analysis of current infrastructure

    • Collection of business requirements

    • Readiness assessment for technology stack deployment

    • Roadmap development for platform improvement

    • Recommendations for cloud vs. on-premise solutions

  • BI Infrastructure Architectural Design:

    • System architecture design including integration of Iceberg, Hive, Trino, ClickHouse, and Superset

    • Determination of network topology and hardware requirements

    • Planning for scalability, fault tolerance, and security

Data Processing
Implementation Services
  • Component Deployment:

    • Installation and configuration of Hive Metastore with integration to object storage (S3, MinIO, HDFS)

    • Deployment of Iceberg including table setup, partitioning, and snapshot retention

    • Trino cluster setup (coordinator and workers) and integration with Hive, Iceberg, and ClickHouse

    • ClickHouse installation and configuration with sharding and replication design

  • Data Integration & Migration:

    • Creation of ETL/ELT pipelines for loading historical and streaming data

    • Optimization of data storage structures and query performance (SQL tuning, partitioning, indexing)

  • Superset Setup:

    • Connection configuration to Trino and ClickHouse

    • Role and access management

    • Creation of standard dashboards and reports

Сервер
Infrastructure Support, Management & Hosting
  • Managed Hosting:

    • Deployment and administration of clusters (Hive, Trino, ClickHouse) in cloud environments (AWS/GCP/Azure)

    • Backup management, monitoring, and software version updates

    • Guaranteed availability (e.g., 99.9% SLA)

  • On-Premise Support:

    • Regular updates and patches for Hive, Trino, and ClickHouse

    • Monitoring of metrics using tools like Prometheus and Grafana, with incident diagnostics

    • Support for integrations (LDAP, Kerberos, ETL services)

  • Technical Support:

    • Multiple SLA levels ranging from standard business hours (8/5) to 24/7 support

    • Dedicated support engineers and prioritized ticket handling

Анализ данных
Research, Pilot Projects & R&D
  • Pilot Projects & Experiments:

    • Development of prototypes for high-performance analytical solutions (e.g., real-time analytics using ClickHouse)

    • Testing new features in Iceberg, optimizing large-scale ETL processes, and addressing non-standard use cases

  • Big Data Research:

    • Building data-lake infrastructures for laboratories and research centers

    • Leveraging Trino and ClickHouse for rapid aggregation of large research datasets

деловая встреча
Additional Services
  • Training & Workshops:

    • Corporate training sessions for analysts and engineers on Trino, Iceberg, ClickHouse, and Data Lakehouse architecture

    • Workshops on SQL optimization and dashboard creation in Superset

  • Documentation Services:

    • Creation of user manuals, standard operating procedures, and onboarding guides

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