Persistent Memory Technology - Introduction and Deployment from Coursera

Embark on a dynamic learning journey through this course. In the first module, explore the intricacies of Persistent Memory (PMEM), unraveling its fundamental concepts, characteristics, and operating system support. Transition seamlessly into the second module, mastering transactional concepts, optimizing hardware configurations, and discerning between volatile and persistent libraries. In the final module, dive into advanced programming with libpmemobj, overcoming C++ Standard limitations, and applying insights to real-world scenarios like building a phonebook.

Target Learners:

1. System architects and designers

2. Software developers and programmers may learn about programming models

3. Database administrators (DBAs)

4. IT managers and decision-makers

5. Data Scientists and Analysts

By the end of this course,

1) You will wield a comprehensive skill set for navigating PMEM landscapes, optimizing system performance, and crafting resilient applications with advanced programming tools.

Pre-Requisites:

1. Understanding of basic computer architecture

2. The Basics of Operating Systems

3. Storage and Memory Concepts

4. Programming Skills

5. Fundamental Algorithms and Data Structures

6. As the course may explore the performance consequences of employing PMEM, it is important to be aware of performance measures and factors in computer systems.

7. Linux is a popular platform for working with persistent memory; therefore, being able to use the Linux command line is frequently helpful.

What's inside

Syllabus

Introduction & Persistent Memory Architecture

This module provides a comprehensive exploration of persistent memory (PMEM), covering fundamental concepts and functionalities. You will delve into the essential characteristics of PMEM, analyzing platform support and data visibility. The module extends to assessing operating system support for memory and storage, offering insights into persistent memory-aware file systems. By the end, you will possess a nuanced understanding of PMEM, equipping them with the knowledge to navigate its key attributes, assess system compatibility, and comprehend the role of PMEM in contemporary storage solutions.

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Well-suited for system designers, database administrators, and software developers seeking proficiency in persistent memory

Taught by industry experts (EDUCBA) with extensive knowledge in the field

Provides a solid foundation in persistent memory principles, concepts, and techniques

Covers advanced programming aspects with libpmemobj, enabling deeper understanding and practical implementation

Requires foundational knowledge in computer architecture, operating systems, and memory concepts

Reviews summary

Pmem fundamentals and practical deployment

According to students, this course provides a solid and comprehensive introduction to Persistent Memory (PMEM) technology. Learners found the explanations of fundamental concepts and architecture particularly clear, with strong coverage of transactional concepts and hardware optimization. Many appreciated the practical focus, especially the libpmemobj module, for its utility in crafting resilient applications. While it offers a strong foundation for those new to PMEM, some experienced professionals noted a desire for more advanced optimization techniques or extensive real-world case studies. Students emphasize that strong prerequisites in C++ and system programming are crucial for success.

Well-structured course, though some minor areas could be refined.

"Good course overall. Covered transactional concepts well. Some parts felt a bit rushed, especially the C++ examples."

"The instructors presented complex topics clearly and made the learning process smooth."

"The course content is good, but the production quality of the videos isn't always top-notch; sometimes I noticed audio issues."

Equips learners with practical skills for PMEM application development.

"The libpmemobj module was especially useful for practical implementation. I appreciate the focus on performance aspects."

"I became adept at leveraging transactions, discerning between library types, and optimizing system performance."

"This course helped me understand how to optimize hardware configurations effectively and build resilient applications."

Provides a solid understanding of core PMEM concepts and architecture.

"Excellent introduction to PMEM, very clear explanations of fundamental concepts and architecture."

"A foundational course for anyone looking into PMEM. The coverage of OS support and file systems was excellent."

"I gained a nuanced understanding of PMEM, equipping me with knowledge to navigate its key attributes and assess system compatibility."

Comprehensive for beginners, but may lack advanced depth for seasoned professionals.

"It touches on many topics but doesn't go deep enough into advanced optimization techniques or complex use cases."

"As a seasoned system architect, I was hoping for more in-depth coverage. Good for beginners though."

"Practical application could be expanded with more hands-on activities, but for an introduction, it's comprehensive enough."

Success relies heavily on a solid background in C++ and system programming.

"It definitely requires a strong background in C++ and system programming to fully grasp the material."

"The prerequisites are truly important; if you don't have a strong C++ background, you will struggle."

"As the course explores performance consequences, it's important to be aware of performance measures and factors."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Persistent Memory Technology - Introduction and Deployment with these activities:

Attend Industry Webinars on Persistent Memory

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Stay up-to-date with industry trends and advancements in persistent memory technologies.

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Research industry events and webinars focused on persistent memory.
Attend webinars to learn from experts and gain insights into real-world applications.

Review Database and Memory Concepts

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Revisit the fundamentals of databases and memory management to strengthen your understanding.

Browse courses on Database Concepts

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Review core database concepts such as data models, relationships, and queries.
Refresh your knowledge of memory hierarchies, caching, and virtual memory.

Contribute to Open-Source PMEM Projects

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Gain hands-on experience and contribute to the broader persistent memory community.

Browse courses on Open Source

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Identify open-source PMEM projects that align with your interests.
Review the project's documentation and codebase to understand its functionality.
Work on specific issues or enhancements and submit pull requests.

Two other activities

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Join a Study Group for Collaborative Learning

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Connect with peers and engage in discussions to enhance your understanding and retention.

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Identify or form a study group with other students enrolled in the course.
Meet regularly to discuss course material, ask questions, and share insights.

Craft a Performance Comparison Report

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Showcase your ability to assess performance implications by comparing hardware configurations.

Browse courses on Performance Analysis

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Research different PMEM hardware options and their specifications.
Configure and run benchmarks to measure performance metrics.
Analyze and interpret results to draw conclusions and identify performance trade-offs.
Create a detailed report summarizing your findings and recommendations.

Career center

Learners who complete Persistent Memory Technology - Introduction and Deployment will develop knowledge and skills that may be useful to these careers:

Storage Architect

Storage Architects design and implement storage solutions for organizations. This course provides a comprehensive understanding of persistent memory technology, which is a key emerging technology for storage architects.

See salaries and explore the career path for Storage Architect

Systems Architect

Systems Architects design and implement complex computer systems. This course provides a detailed understanding of persistent memory technology, which is becoming increasingly important for Systems Architects as they seek to improve system performance and scalability.

See salaries and explore the career path for Systems Architect

Research Scientist

Research Scientists conduct research in various scientific fields. This course provides a detailed understanding of persistent memory technology, which is a key emerging technology for Research Scientists working on data-intensive research projects.

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Database Administrator

Database Administrators (DBAs) are responsible for managing and maintaining databases, including their security, performance, and availability. This course provides a detailed understanding of persistent memory technology, which is becoming increasingly important for DBAs as they seek to improve database performance and scalability.

See salaries and explore the career path for Database Administrator

High-Performance Computing Engineer

High-Performance Computing Engineers design and implement high-performance computing systems. This course provides a detailed understanding of persistent memory technology, which is a key emerging technology for High-Performance Computing Engineers as they seek to improve system performance and scalability.

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Enterprise Architect

Enterprise Architects design and implement IT solutions for organizations. This course provides a comprehensive understanding of persistent memory technology, which is a key emerging technology for Enterprise Architects as they seek to improve IT infrastructure performance and scalability.

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Technical Lead

Technical Leads lead technical teams in the design and development of software products. This course provides a solid foundation in memory management and optimization, which are essential skills for Technical Leads working on complex software projects.

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Technical Consultant

Technical Consultants provide technical advice and guidance to organizations. This course provides a comprehensive understanding of persistent memory technology, which is a key emerging technology for Technical Consultants working with organizations on data management and storage solutions.

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Software Developer

Software Developers design, develop, and maintain software applications. This course provides a solid foundation in memory management and optimization, which are essential skills for Software Developers working on high-performance applications.

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Technical Sales Engineer

Technical Sales Engineers sell technical products and services to customers. This course provides a comprehensive understanding of persistent memory technology, which is a key emerging technology for Technical Sales Engineers working with customers on data management and storage solutions.

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Software Engineer

Software Engineers design, develop, and maintain software systems. This course provides a solid foundation in memory management and optimization, which are essential skills for Software Engineers working on high-performance applications.

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Cloud Architect

Cloud Architects design and implement cloud-based solutions for organizations. This course provides a solid foundation in memory management and optimization, which are essential skills for Cloud Architects working on cloud-native applications.

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IT Manager

IT Managers are responsible for managing and maintaining IT infrastructure for organizations. This course provides a comprehensive understanding of persistent memory technology, which is a key emerging technology for IT Managers as they seek to improve IT infrastructure performance and scalability.

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Data Architect

Data Architects design and implement data management solutions for organizations. This course provides a solid foundation in memory management and optimization, which are essential skills for Data Architects working on data-intensive applications.

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Data Scientist

Data Scientists use their knowledge of statistical methods, data analysis techniques, and programming skills to extract meaningful insights from data. This course provides a foundation in memory management and optimization, which are essential skills for Data Scientists working with large datasets.

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Persistent Memory Technology - Introduction and Deployment

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What's inside

Syllabus

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Reviews summary

Pmem fundamentals and practical deployment

Activities

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