Persistent Memory Technology - Introduction and Deployment

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Persistent Memory Technology - Introduction and Deployment

Instructeur : EDUCBA

Inclus avec

3 modules

Obtenez un aperçu d'un sujet et apprenez les principes fondamentaux.

71 avis

niveau Débutant

Expérience recommandée

8 heures à compléter

Planning flexible

Apprenez à votre propre rythme

3 modules

Obtenez un aperçu d'un sujet et apprenez les principes fondamentaux.

71 avis

niveau Débutant

Expérience recommandée

8 heures à compléter

Planning flexible

Apprenez à votre propre rythme

Ce que vous apprendrez

Grasp in-depth knowledge of persistent memory and seamless integration with memory and storage, supported by the operating system.
Learn transaction concepts, differentiate volatile and persistent libraries, and master file mapping in the context of Persistent Memory
Understand libpmemobj's purpose and memory pool concepts

Compétences que vous acquerrez

Catégorie : Transaction Processing
Catégorie : System Configuration
Catégorie : Performance Tuning
Catégorie : Computer Hardware
Catégorie : Computer Architecture
Catégorie : Data Storage
Catégorie : System Programming
Catégorie : Data Storage Technologies
Catégorie : Application Development

Outils que vous découvrirez

Catégorie : Operating Systems
Catégorie : C++ (Programming Language)
Catégorie : Data Persistence

Détails à connaître

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Évaluations

12 devoirs

Enseigné en Anglais

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Il y a 3 modules dans ce cours

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.

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.

Inclus

8 vidéos6 lectures4 devoirs1 sujet de discussion

8 vidéos Total 30 minutes

Introduction to Course 2 minutes
Introduction to PMEM 5 minutes
Importance of PMEM and Hardware and Software Requirement 5 minutes
Understanding the Difference 4 minutes
Persistent Memory Characteristics 4 minutes
Platform Support for Persistent Memory 5 minutes
Operating System Support for Memory and Storage 3 minutes
Persistent Memory As Block Storage 3 minutes

6 lectures Total 25 minutes

Introduction to PMEM (Persistent Memory) Technology: Introduction and Deployment 5 minutes
Overview of Module 1: Introduction and Persistent Memory Architecture 2 minutes
How Does libpmemkv Work? 6 minutes
Data Visibility, Detecting Platform Capabilities and Application Startup and recovery 5 minutes
Persistent Memory-Aware File Systems and Persistent Memory Direct Access (DAX) 5 minutes
Module Conclusion 2 minutes

4 devoirs Total 29 minutes

Introduction & Persistent Memory Architecture 20 minutes
Introduction to Persistent Memory Programming 3 minutes
Persistent Memory Architecture 3 minutes
Operating System Support for Persistent Memory 3 minutes

1 sujet de discussion Total 4 minutes

Discussion Prompt: Introduction & Persistent Memory Architecture 4 minutes

This module immerses you in the nuanced realm of transactions, imparting a solid grasp of their concepts. You will showcase proficiency in fine-tuning hardware configurations for optimal performance. Additionally, the module distinguishes between volatile and persistent libraries, elucidating their principles and applications. You will gain insights into separating flush operations for enhanced performance. By the module's conclusion, you will be adept at leveraging transactions, discerning between library types, and optimizing system performance through strategic hardware configurations.

Inclus

8 vidéos5 lectures4 devoirs1 sujet de discussion

8 vidéos Total 24 minutes

Atomic Updates 4 minutes
Transactions 3 minutes
Volatile Libraries 5 minutes
Persistent Libraries 4 minutes
Using Library 2 minutes
Mapping a File 2 minutes
Copying to Persistent Memory 2 minutes
Separating the Flush Steps 2 minutes

5 lectures Total 16 minutes

Introduction to PMEM Development Kit 2 minutes
Understanding Difference 6 minutes
Tuning for Hardware Configuration 3 minutes
Tools and Command Utilities 3 minutes
Conclusion 2 minutes

4 devoirs Total 29 minutes

PMEM Development Kit 20 minutes
Fundamental Concepts of Persistent Memory Programming 3 minutes
Introducing the Persistent Memory Development Kit 3 minutes
Libpmem 3 minutes

1 sujet de discussion Total 4 minutes

Discussion Prompt: PMEM Development Kit 4 minutes

This module provides a comprehensive exploration of advanced programming concepts, delving into the purpose and intricacies of libpmemobj and the implementation of memory pools. You will uncover and overcome limitations imposed by the C++ Standard, gaining the skills to simplify persistence mechanisms in programming. The module culminates with an in-depth analysis of the pmemkv architecture. By the end, you will be well-versed in leveraging powerful programming tools and techniques for efficient and robust application development.

Inclus

9 vidéos4 lectures4 devoirs1 sujet de discussion

9 vidéos Total 30 minutes

What is libpmemobj? 3 minutes
Memory Pools 3 minutes
Memory Poolsets 4 minutes
Metaprogramming to the Rescue 6 minutes
C++ Standard limitations 3 minutes
pmemkv Architecture 3 minutes
A Phonebook Example 5 minutes
Bringing Persistent Memory Closer to the Cloud 2 minutes
Course Conclusion 1 minute

4 lectures Total 13 minutes

Introduction to Module 3: libpmemobj, libpmemobj-cpp, and pmemkv 2 minutes
Persisting Data 5 minutes
Persistence Simplified and The Ecosystem 4 minutes
Conclusion of Module: libpmemobj, libpmemobj-cpp and pmemkv 2 minutes

4 devoirs Total 206 minutes

libpmemobj, libpmemobj-cpp and pmemkv 20 minutes
libpmemobj: A Native Transactional Object Store 3 minutes
libpmemobj-cpp: The Adaptable Language - C++ and Persistent Memory 180 minutes
memkv: A Persistent In Memory Key-Value Store 3 minutes

1 sujet de discussion Total 4 minutes

Discussion Prompt: libpmemobj, libpmemobj-cpp and pmemkv 4 minutes

Instructeur

EDUCBA

1 050 Cours 244 857 apprenants

Offert par

EDUCBA

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Avis des étudiants

5 stars
97,18 %
4 stars
2,81 %
3 stars
0 %
2 stars
0 %
1 star
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Affichage de 3 sur 71

Révisé le 27 févr. 2025

Great for database administrators. The modules on transactional concepts and optimizing hardware configurations were incredibly valuable. I now feel confident integrating PMEM into my systems

Révisé le 8 juil. 2025

I enjoyed the advanced programming section, particularly how it dealt with persistent pointers and memory management using libpmemobj. It filled a major gap in my knowledge.

Révisé le 15 avr. 2025

The course explained how to go beyond C++ limitations, which is crucial for persistent memory applications. The modules were well-structured, and I was able to apply the concepts immediately.

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