Persistent Memory Technology - Introduction and Deployment

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Persistent Memory Technology - Introduction and Deployment

Instructeur : EDUCBA

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3 modules

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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 : Application Development
Catégorie : Performance Tuning
Catégorie : System Configuration
Catégorie : Memory Management
Catégorie : System Programming
Catégorie : Computing Platforms
Catégorie : Transaction Processing
Catégorie : Program Development
Catégorie : Hardware Architecture
Catégorie : Data Storage Technologies
Catégorie : Computer Hardware
Catégorie : Data Storage

Outils que vous découvrirez

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

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 vidéosTotal 30 minutes

Introduction to Course2 minutes
Introduction to PMEM5 minutes
Importance of PMEM and Hardware and Software Requirement5 minutes
Understanding the Difference4 minutes
Persistent Memory Characteristics4 minutes
Platform Support for Persistent Memory5 minutes
Operating System Support for Memory and Storage3 minutes
Persistent Memory As Block Storage3 minutes

6 lecturesTotal 25 minutes

Introduction to PMEM (Persistent Memory) Technology: Introduction and Deployment5 minutes
Overview of Module 1: Introduction and Persistent Memory Architecture2 minutes
How Does libpmemkv Work?6 minutes
Data Visibility, Detecting Platform Capabilities and Application Startup and recovery5 minutes
Persistent Memory-Aware File Systems and Persistent Memory Direct Access (DAX)5 minutes
Module Conclusion2 minutes

4 devoirsTotal 29 minutes

Introduction & Persistent Memory Architecture20 minutes
Introduction to Persistent Memory Programming3 minutes
Persistent Memory Architecture3 minutes
Operating System Support for Persistent Memory3 minutes

1 sujet de discussionTotal 4 minutes

Discussion Prompt: Introduction & Persistent Memory Architecture4 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 vidéosTotal 24 minutes

Atomic Updates4 minutes
Transactions3 minutes
Volatile Libraries5 minutes
Persistent Libraries4 minutes
Using Library2 minutes
Mapping a File2 minutes
Copying to Persistent Memory2 minutes
Separating the Flush Steps2 minutes

5 lecturesTotal 16 minutes

Introduction to PMEM Development Kit2 minutes
Understanding Difference6 minutes
Tuning for Hardware Configuration3 minutes
Tools and Command Utilities3 minutes
Conclusion2 minutes

4 devoirsTotal 29 minutes

PMEM Development Kit20 minutes
Fundamental Concepts of Persistent Memory Programming3 minutes
Introducing the Persistent Memory Development Kit3 minutes
Libpmem3 minutes

1 sujet de discussionTotal 4 minutes

Discussion Prompt: PMEM Development Kit4 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 vidéosTotal 30 minutes

What is libpmemobj?3 minutes
Memory Pools3 minutes
Memory Poolsets4 minutes
Metaprogramming to the Rescue6 minutes
C++ Standard limitations3 minutes
pmemkv Architecture3 minutes
A Phonebook Example5 minutes
Bringing Persistent Memory Closer to the Cloud2 minutes
Course Conclusion1 minute

4 lecturesTotal 13 minutes

Introduction to Module 3: libpmemobj, libpmemobj-cpp, and pmemkv2 minutes
Persisting Data5 minutes
Persistence Simplified and The Ecosystem4 minutes
Conclusion of Module: libpmemobj, libpmemobj-cpp and pmemkv2 minutes

4 devoirsTotal 206 minutes

libpmemobj, libpmemobj-cpp and pmemkv20 minutes
libpmemobj: A Native Transactional Object Store3 minutes
libpmemobj-cpp: The Adaptable Language - C++ and Persistent Memory180 minutes
memkv: A Persistent In Memory Key-Value Store3 minutes

1 sujet de discussionTotal 4 minutes

Discussion Prompt: libpmemobj, libpmemobj-cpp and pmemkv4 minutes

Instructeur

EDUCBA

1 708 Cours356 681 apprenants

Offert par

EDUCBA

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Avis des étudiants

5 stars
97,18 %
4 stars
2,81 %
3 stars
0 %
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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 2 mars 2025

Excellent for software developers. The advanced programming module with libpmemobj was a game-changer. The hands-on approach made it easy to apply these concepts to real-world scenarios.

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.

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