The document discusses memory management concepts in Linux systems. It covers the role of the memory management unit (MMU) in hardware memory management, OS memory management, and application memory management. It describes the differences between logical (virtual) addresses generated by the CPU and physical addresses available in memory. It also discusses the differences between volatile, non-volatile, and hybrid memory. Key concepts like virtual memory, paging, page tables, translation lookaside buffers (TLBs), direct memory access (DMA), memory mapped I/O, port mapped I/O, CPU caches, and swapping are also explained.
An unique module combining various previous modules you have learnt by combing Linux administration, Hardware knowledge, Linux as OS, C/Computer programming areas. This is a complete module on Embedded OS, as of now no books are written on this with such practical aspects. Here is a consolidated material to get real hands-on perspective about building custom Embedded Linux distribution in ARM.
Communication protocols (like UART, SPI, I2C) play an very important role in Micro-controlled based embedded systems development. These protocols helps the main board to communicate with different peripherals by interfacing mechanism. Here is a presentation that talks about how these protocols actually work.
An unique module combining various previous modules you have learnt by combing Linux administration, Hardware knowledge, Linux as OS, C/Computer programming areas. This is a complete module on Embedded OS, as of now no books are written on this with such practical aspects. Here is a consolidated material to get real hands-on perspective about building custom Embedded Linux distribution in ARM.
Communication protocols (like UART, SPI, I2C) play an very important role in Micro-controlled based embedded systems development. These protocols helps the main board to communicate with different peripherals by interfacing mechanism. Here is a presentation that talks about how these protocols actually work.
Lot of book tells about what is programming. Many also tell how to write a program, but very few cover the critical aspect of translating logic into a program. Specifically, in this fast paced industry, when you don't have time to think to program, this course comes really handy. It builds on the basics of programming, smooth sailing through the advanced nitty-gritty’s of the Advanced C language by translating logic to code
This course gets you started with writing device drivers in Linux by providing real time hardware exposure. Equip you with real-time tools, debugging techniques and industry usage in a hands-on manner. Dedicated hardware by Emertxe's device driver learning kit. Special focus on character and USB device drivers.
Getting started with setting up embedded platform requires audience to understand some of the key aspects of Linux. Starting with basics of Linux this presentation talks about basic commands, vi editor, shell scripting and advanced commands
Coming up with optimized C program for Embedded Systems consist of multiple challenges. This presentation talks about various methods about optimizing C programs in Embedded environment. It also has some interesting tips, Do's and Dont's that will offer practical help for an Embedded programmer.
Data Structures, which is also called as Abstract Data Types (ADT) provide powerful options for programmer. Here is a tutorial which talks about various ADTs - Linked Lists, Stacks, Queues and Sorting Algorithms
In order to understand HAL layers of Android Framework, having Linux device driver knowledge is important. Hence Day-2 of the workshop focuses on the same.
Emertxe Certified Embedded Professional (ECEP) is a flagship job-oriented training program offered by Emertxe. This slide deck has induction detail about course structure and delivery.
Windows Internals for Linux Kernel DevelopersKernel TLV
Agenda:
The Windows kernel has an honorable history of more than a quarter of a century. Since its inception in 1989, Windows NT supported a variety of modern OS features -- symmetric multiprocessing, interrupt prioritization, virtual memory, deferred interrupt processing, and many others. In this talk, targeted for Linux kernel developers, we will highlight the key features of the Windows NT kernel that are interesting or different from Linux's perspective. We will begin with a brief overview of processes, threads, and virtual memory on Windows. Next, we will talk about interrupt handling, interrupt priorities (IRQLs), bottom-half processing (DPC, APC, kernel worker threads, kernel thread pool), and I/O request flow. Among other things, we will look at device driver structure on Windows, application to driver communication (handles, IOCTLs), and the logical \DosDevices filesystem. Finally, we will discuss some features introduced in newer Windows versions, such as user-mode drivers (UMDF).
Speaker:
Sasha is the CTO of Sela Group, a training and consulting company based in Israel that employs over 400 developers world-wide. Most of Sasha's work revolves around performance optimization, production debugging, and low-level system diagnostics, but he also dabbles in mobile application development on iOS and Android. Sasha is the author of two books and three Pluralsight courses, and a contributor to multiple open-source projects. He blogs at http://blog.sashag.net.
Memory Management is the way toward controlling and planning the system memory, allocating packets called the blocks to different running projects in order to optimize the system process. Memory management can be done in hardware, in operating system, in programs as well as applications. Copy the link given below and paste it in new browser window to get more information on Memory Management:- http://www.transtutors.com/homework-help/computer-science/memory-management.aspx
My notes on shared memory parallelism.
Shared memory is memory that may be simultaneously accessed by multiple programs with an intent to provide communication among them or avoid redundant copies. Shared memory is an efficient means of passing data between programs. Using memory for communication inside a single program, e.g. among its multiple threads, is also referred to as shared memory [REF].
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
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After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
When stars align: studies in data quality, knowledge graphs, and machine lear...
Linux Internals - Interview essentials 3.0
1. Linux Interview Essentials – Part III (Memory management)
Emertxe Information Technologies
1. What is MMU? Explain its significance
A memory management unit (MMU) is a computer hardware component that handles all memory
and caching operations associated with the processor. In other words, the MMU is responsible for
all aspects of memory management. It is usually integrated into the processor, although in some
systems it occupies a separate IC (integrated circuit) chip.
The work of the MMU can be divided into three major categories:
Hardware memory management, which oversees and regulates the processor's use of
RAM (random access memory) and cache memory.
OS (operating system) memory management, which ensures the availability of
adequate memory resources for the objects and data structures of each running
program at all times.
Application memory management, which allocates each individual program's required
memory, and then recycles freed-up memory space when the operation concludes.
2. What is logical address and physical address? Explain the differences
An address generated by the CPU is a logical address whereas address actually available on
memory unit is a physical address. Logical address is also known a Virtual address. Virtual and
physical addresses are the same in compile-time and load-time address-binding schemes. Virtual
and physical addresses differ in execution-time address-binding scheme.
The set of all logical addresses generated by a program is referred to as a logical address space.
The set of all physical addresses corresponding to these logical addresses is referred to as a
physical address space. The run-time mapping from virtual to physical address is done by the
memory management unit (MMU) which is a hardware device.
3. What are difference between Volatile / Non-volatile / Hybrid memory?
Non-volatile memory is typically used for the task long-term persistent storage (ROM) which will
generally use for one time dump. The most widely used form of primary storage today is a volatile
form of random access memory (RAM), meaning that when the system power down, anything
contained in RAM is lost. Some memory have both properties like, we can store and remove data
any number of time. Eg Flash, EPROM etc
4. Explain the concept of Virtual memory
Ref Qns 1, 2 & 5
5. What is paging and page table? What are the advantages?
If programs access physical memory, we will face three problems
Don't have enough physical memory.
Holes in address space (fragmentation).
No security (All program can access same memory)
These problems can be solved using virtual memory.
Each program will have their own virtual memory.
They separately maps virtual memory space to physical memory.
We can even move to disk if we run out of memory (Swapping).
What is paging?
Virtual memory divided into small chunks called pages.
Similarly physical memory divided into frames.
Virtual memory and physical memory mapped using page table.
2. Linux Interview Essentials – Part III (Memory management)
Emertxe Information Technologies
6. What is TLB? Explain
For faster access page table entries will be stored in CPU cache memory is called TLB.
But limited entries only possible.
If page entry available in TLB (Hit), control goes to physical address directly (Within
one cycle).
If page entry not available in TLB (Miss), it use page table from main memory and
maps to physical address (Takes more cycles compared to TLB).
7. What is DMA?
Direct memory access (DMA) chips or controllers solve this problem by allowing the device to
access the memory directly without involving the processor, as shown in Figure. The processor is
used to set up the DMA controller before a data transfer operation begins, but the processor is
bypassed during data transfer, regardless of whether it is a read or write operation.
3. Linux Interview Essentials – Part III (Memory management)
Emertxe Information Technologies
The transfer speed depends on the transfer speed of the I/O device, the speed of the memory
device, and the speed of the DMA controller. In essence, the DMA controller provides an
alternative data path between the I/O device and the main memory. The processor sets up the
transfer operation by specifying the source address, the destination memory address, and the
length of the transfer to the DMA controller.
8. Explain differences between memory mapped I/O and port mapped I/O
Port-mapped I/O:
The devices are programmed to occupy a range in the I/O address space. Each device is on a
different I/O port. The I/O ports are accessed through special processor instructions, and actual
physical access is accomplished through special hardware circuitry. This I/O method is also called
isolated I/O because the memory space is isolated from the I/O space, thus the entire memory
address space is available for application use.
Memory mapped I/O
The memory-mapped I/O, the device address is part of the system memory address space. Any
machine instruction that is encoded to transfer data between a memory location and the
processor or between two memory locations can potentially be used to access the I/O device. The
I/O device is treated as if it were another memory location. Because the I/O address space
occupies a range in the system memory address space, this region of the memory address space is
not available for an application to use.
4. Linux Interview Essentials – Part III (Memory management)
Emertxe Information Technologies
9. What is cache memory?
A CPU cache is a cache used by the central processing unit (CPU) of a computer to reduce the
average time to access data from the main memory. The cache is a smaller, faster memory which
stores copies of the data from frequently used main memory locations. Most CPUs have different
independent caches, including instruction and data caches, where the data cache is usually
organized as a hierarchy of more cache levels (L1, L2, etc.).
When the processor needs to read from or write to a location in main memory, it first checks
whether a copy of that data is in the cache. If so, the processor immediately reads from or writes
to the cache, which is much faster than reading from or writing to main memory. Most modern
desktop and server CPUs have at least three independent caches: an instruction cache to speed up
executable instruction fetch, a data cache to speed up data fetch and store, and a translation
look-aside buffer (TLB) used to speed up virtual-to-physical address translation for both
executable instructions and data.
The data cache is usually organized as a hierarchy of more cache levels (L1, L2, etc.; see also
multi-level caches below). However, a TLB cache is part of the memory management unit (MMU)
and not directly related to the CPU caches.
10. What is DMA cache coherency? How to solve?
If a CPU has a cache and external memory, then the data the DMA controller has access to (store
in RAM) may not be updated with the correct data stored in the cache.
Solutions
Cache-coherent systems:
External writes are signaled to the cache controller which performs a cache invalidation for
incoming DMA transfers or cache flush for outgoing DMA transfers (done by hardware)
Non-coherent systems:
OS ensures that the cache lines are flushed before an outgoing DMA transfer is started and
invalidated before a memory range affected by an incoming DMA transfer is accessed. The OS
makes sure that the memory range is not accessed by any running threads in the meantime.
11. What is position dependent code and position independent code in Linux?
The code within a dynamic executable is typically position-dependent, and is tied to a fixed
address in memory. Shared objects, on the other hand, can be loaded at different addresses in
different processes. Position-independent code is not tied to a specific address. This independence
allows the code to execute efficiently at a different address in each process that uses the code.
5. Linux Interview Essentials – Part III (Memory management)
Emertxe Information Technologies
Position independent code is recommended for the creation of shared objects.
12. What is swapping? Explain with details
Swapping is a mechanism in which a process can be swapped temporarily out of main memory to a
backing store, and then brought back into memory for continued execution. Backing store is a
usually a hard disk drive or any other secondary storage which fast in access and large enough to
accommodate copies of all memory images for all users. It must be capable of providing direct
access to these memory images.
Major time consuming part of swapping is transfer time. Total transfer time is directly proportional
to the amount of memory swapped. Let us assume that the user process is of size 100KB and the
backing store is a standard hard disk with transfer rate of 1 MB per second. The actual transfer of
the 100K process to or from memory will take