Omschrijving
The goal of the course is to enable the student to choose and design scalable, reliable, and intelligent data center solutions using Cisco UCS Integrated Infrastructure for Big Data and Analytics (formerly known as CPA for Big Data v4). The course will explain how the reference architectures are carefully designed, optimized, and tested with the leading big data software distributions to achieve a balance of performance and capacity to address specific application requirements. The course will cover big data fundamentals and architecture. Lessons will explore Hadoop, streaming analytics, performance tuning and UCS Director Express for big Data. The student will leave with an introductory understanding the benefits of Cisco UCS Integrated Infrastructure for Big Data and Analytics.
Target Audience
This course is aimed at individuals looking to design scalable, reliable, and intelligent data center solutions using Cisco UCS Integrated Infrastructure for Big Data and Analytics
Objectives
After completing this course you should be able to:
- Describe a high-level overview of big data fundamentals
- Describe big data storage, compute, and data networking architecture
- Introduce Hadoop core components
- Gain working knowledge of Streaming Analytics usage
- Identify the Cisco UCS CPA components, features, and advantages for deploying big data (Hadoop cluster) solutions
- Describe the design and sizing of the compute, network, and storage component of Cisco UCS Integrated Infrastructure for Big Data
- Identify the Cisco UCS Integrated Infrastructure for Big Data, understand how Cisco Advanced Services for Big Data supports the Cisco Validated Designs that fit into Cisco CPA for Big Data.
- Explain Cisco (UCS) Director Express for Big Data product features, benefits, installation, implementation, and management
Prerequisites
It is recommended that attendees meet the following prerequisites:
- Knowledge of Cisco Unified Computing System (UCS)
- Intermeidate level knowledge of Modern Data Centers and virtualisation technologies
- Conceptual understanding of basic scripting
- Basic understanding of Big Data
Course Contents
Understanding the Big Data Ecosystem
- Big data fundamentals
- Distributed storage
- Distributed computing
Understanding Architecture for Big Data Technologies
- Big Data Storage and HDFS features
- Big Data Compute
- Big Data Networking
- Introduction to Hadoop Core components
- Projects
- Management tools
- Hadoop distributions
Streaming Analytics
- Real-time data streaming and analytics
- Platforms
- Computational frameworks for streaming
- Use cases for Big Data
Cisco Solutions for Big Data
- Cisco UCS common platform architecture for Hadoop solutions
- Cisco CPA components
- Cisco UCS integrated infrastructure for Big Data
Cisco UCS Design and Tuning for Big Data
- Network
- Storage
- Compute
Cisco Integrated Infrastructure for Big Data Applications and Deployments
- Cisco UCS Integrated Infrastucture for Big Data
- Cisco validated designs
- Integrated infrastructure solutions
- Cisco Advanced services
Cisco UCS Director Express Automation
- Features and benefits
- Cisco UCSD Express with Cisco UCS integrated architecture for Big Data
- Cisco UCS Director Express installation
- Hadoop service selection
- Service and workflow requests
- Cluster management
Labs
- Lab 1: Introduction to Hadoop
- Lab 2: Introduction to Spark
- Lab 3: Spark Streaming
- Lab 4: Administering Hadoop on Cisco UCS
- Lab 5: Cisco UCS Configuration for Integrated Infrastructure for Big Data
- Lab 6: Sizing Big Data
- Lab 7: Cisco UCS Director Express for Big Data
