AN OVERVIEW OF THE HORTONWORKS DATA PLATFORM (HDP)

Hortonworks Data Platform (HDP) is an enterprise-grade, open-source platform designed to manage both streaming and stored data. In today's data-driven world, businesses recognize the value of data as a strategic asset. HDP provides a secure and scalable solution, built on Apache Hadoop's distributed architecture (YARN), enabling organizations to effectively handle data at rest, power real-time applications, and leverage advanced analytics for faster decision-making and driving innovation.

Hortonworks Data Platform

HDP is an enterprise-level data management and analytics platform built on the Apache Hadoop ecosystem. It provides organizations with a comprehensive suite of tools and technologies to handle big data challenges effectively.

Key Benefits of HDP

• Data Management: HDP offers a centralized and scalable architecture to manage data at rest and in motion. It supports a wide range of data sources and formats, allowing organizations to collect, store, and process vast volumes of structured and unstructured data.
• Advanced Analytics: HDP enables organizations to leverage advanced analytics capabilities to extract valuable insights from their data. It provides integration with popular analytics frameworks like Apache Spark and Apache Hive, empowering data scientists and analysts to perform complex data analysis and build predictive models.
• Real-time Processing: HDP supports real-time data processing, allowing organizations to handle streaming data and power real-time applications. This capability is crucial for industries such as finance, telecommunications, and IoT, where real-time insights and immediate actions are essential.
• Security and Governance: HDP prioritizes data security and offers robust security features such as authentication, authorization, and encryption. It also includes data governance capabilities, ensuring compliance with regulations and providing data lineage and auditing capabilities.
• Scalability and Performance: HDP is designed to scale horizontally, enabling organizations to handle growing data volumes and workloads seamlessly. It leverages distributed computing capabilities to deliver high performance and processing speed for big data workloads.
• Open Source Community: Being an open-source platform, HDP benefits from a vibrant community of developers and contributors. This ensures continuous improvement, frequent updates, and access to a wide range of tools and integrations developed by the community.

Hortonworks Data Platform offers organizations a comprehensive and robust solution for managing, analyzing, and deriving insights from their big data. It helps businesses unlock the value of their data assets, make data-driven decisions, and drive innovation in today's competitive landscape.

HDP Operations: Hadoop Administration I Training

Data Governance and Security

In the realm of Hadoop initiatives, data governance and security are critical considerations for organizations seeking data-driven insights. To address these challenges, the Data Governance Initiative (DGI), comprising leaders from various industries, was formed. DGI focuses on developing an open-source governance solution that encompasses data classification, lineage, security, and data lifecycle management.

A key component of DGI's efforts is Apache Atlas, a powerful tool enabling organizations to apply consistent data classification throughout their data ecosystem. Additionally, Apache Ranger, another project from DGI, offers centralized security administration for Hadoop. Hortonworks, in collaboration with DGI, integrates Atlas with Ranger to provide enterprises with the capability to establish dynamic access policies in real-time, actively preventing security violations. This integration empowers enterprises to implement security policies based on dynamic classification derived from Atlas metadata tags or attributes. Data administrators can define these policies and apply them across the entire data asset hierarchy, encompassing databases, tables, and columns.

By combining the strengths of Apache Atlas and Apache Ranger, Hortonworks delivers a comprehensive solution that addresses data governance and security requirements in Hadoop environments. This integration ensures consistent data classification, proactive security measures, and real-time policy enforcement, enhancing the overall security and governance capabilities for organizations leveraging Hadoop for their data initiatives.

Deployment Options

Hortonworks Data Platform (HDP) offers versatile deployment options, allowing organizations to choose the infrastructure that best suits their needs. For those with existing data center infrastructure, on-premises deployment is a viable option, seamlessly integrating HDP with their current setup. HDP can also be deployed in the cloud through Microsoft Azure HDInsight, providing scalability from terabytes to petabytes of data on demand and enabling connectivity with on-premises Hadoop clusters. Furthermore, HDP incorporates Cloudbreak, a solution powered by Apache Ambari, which simplifies provisioning of Hadoop clusters in the cloud and optimizes cloud resource utilization. This is especially beneficial for organizations that want to establish clusters in the cloud while having an on-premises Hadoop deployment, offering flexibility in choosing their preferred cloud provider and streamlining the cluster configuration process.

Industries Using HDP

Financial Services

• Manage default risk
• Improve customer cross-sell
• Detect money laundering

Technology Courses for Banking and Finance Industry

Telecommunications

• Analyze call detail records (CDRs)
• Proactively service transmission infrastructure
• Rationalize infrastructure investments
• Develop new products and services

Technology Courses for Telecom Sector

Retail

• Build a 360° view of their customers
• Localize and personalize consumer experiences
• Manage supply chains effectively
• Understand changes in brand sentiment through sentiment analysis
• Optimize websites, campaigns and store layouts

Oil and Gas

• Monitor upstream production in remote locations
• Slow decline curves
• Proactively repair valuable equipment
• Report on compliance with environmental health and safety regulations

Technology Courses for Oil&Gas Sector

Data plays a pivotal role in driving business success across industries, influencing product development, operational efficiency, and more. At Bilginç IT Academy, we recognize the significance of data and offer comprehensive courses on Hortonworks Data Platform (HDP). HDP, in conjunction with Hortonworks DataFlow (HDF), provides a robust data management solution by securely acquiring and transporting data in motion, while also effectively managing data at rest. With its enterprise-grade governance, security, and operational capabilities, HDP empowers organizations to maintain their competitive edge in today's data-driven landscape.