QEMU is an open source machine emulator and virtualizer that can emulate various CPU architectures like x86, PowerPC, ARM, MIPS and SPARC. This document discusses extending QEMU to add support for a new I2C accelerometer hardware and simulating it in QEMU. It describes registering a new device type in QEMU to represent the accelerometer, implementing read/write callbacks to emulate the device behavior, and testing it works with a simple application both in QEMU and on a real Raspberry Pi board.
Introduction to binary translation in QEMU(TCG). Describe how it works. In addition, there is a section which demonstrate qemu-monitor, a debug tool for AArch64/QEMU.
There are lots of animations in the slides so download and open it with Microsoft PowerPoint for the best experience. Below is the download link.
Google Driver Link: http://goo.gl/XXMC9X
Linux Performance Analysis: New Tools and Old SecretsBrendan Gregg
Talk for USENIX/LISA2014 by Brendan Gregg, Netflix. At Netflix performance is crucial, and we use many high to low level tools to analyze our stack in different ways. In this talk, I will introduce new system observability tools we are using at Netflix, which I've ported from my DTraceToolkit, and are intended for our Linux 3.2 cloud instances. These show that Linux can do more than you may think, by using creative hacks and workarounds with existing kernel features (ftrace, perf_events). While these are solving issues on current versions of Linux, I'll also briefly summarize the future in this space: eBPF, ktap, SystemTap, sysdig, etc.
Rootlinux17: Hypervisors on ARM - Overview and Design Choices by Julien Grall...The Linux Foundation
Hypervisors are used in a broad range of domains ranging from Embedded systems, Automotive to big iron servers. The choice of hypervisor has a strong impact on the overall design of your project and its performance. This talk introduces the state of virtualization on ARM, and provides a description of three popular open source hypervisors: KVM, Jailhouse and Xen. Julien Grall explains respective key features, technical differences and suitability of the hypervisor for different application domains.
Julien Grall is a Software Virtualisation Engineer at ARM.
The talk was delivered at Root Linux Conference 2017. Learn more: http://linux.globallogic.com/materials. The video recording is available at https://www.youtube.com/watch?v=jZNXtqFJpuc
Introduction to binary translation in QEMU(TCG). Describe how it works. In addition, there is a section which demonstrate qemu-monitor, a debug tool for AArch64/QEMU.
There are lots of animations in the slides so download and open it with Microsoft PowerPoint for the best experience. Below is the download link.
Google Driver Link: http://goo.gl/XXMC9X
Linux Performance Analysis: New Tools and Old SecretsBrendan Gregg
Talk for USENIX/LISA2014 by Brendan Gregg, Netflix. At Netflix performance is crucial, and we use many high to low level tools to analyze our stack in different ways. In this talk, I will introduce new system observability tools we are using at Netflix, which I've ported from my DTraceToolkit, and are intended for our Linux 3.2 cloud instances. These show that Linux can do more than you may think, by using creative hacks and workarounds with existing kernel features (ftrace, perf_events). While these are solving issues on current versions of Linux, I'll also briefly summarize the future in this space: eBPF, ktap, SystemTap, sysdig, etc.
Rootlinux17: Hypervisors on ARM - Overview and Design Choices by Julien Grall...The Linux Foundation
Hypervisors are used in a broad range of domains ranging from Embedded systems, Automotive to big iron servers. The choice of hypervisor has a strong impact on the overall design of your project and its performance. This talk introduces the state of virtualization on ARM, and provides a description of three popular open source hypervisors: KVM, Jailhouse and Xen. Julien Grall explains respective key features, technical differences and suitability of the hypervisor for different application domains.
Julien Grall is a Software Virtualisation Engineer at ARM.
The talk was delivered at Root Linux Conference 2017. Learn more: http://linux.globallogic.com/materials. The video recording is available at https://www.youtube.com/watch?v=jZNXtqFJpuc
Computing Performance: On the Horizon (2021)Brendan Gregg
Talk by Brendan Gregg for USENIX LISA 2021. https://www.youtube.com/watch?v=5nN1wjA_S30 . "The future of computer performance involves clouds with hardware hypervisors and custom processors, servers running a new type of BPF software to allow high-speed applications and kernel customizations, observability of everything in production, new Linux kernel technologies, and more. This talk covers interesting developments in systems and computing performance, their challenges, and where things are headed."
Note: When you view the the slide deck via web browser, the screenshots may be blurred. You can download and view them offline (Screenshots are clear).
New Ways to Find Latency in Linux Using TracingScyllaDB
Ftrace is the official tracer of the Linux kernel. It originated from the real-time patch (now known as PREEMPT_RT), as developing an operating system for real-time use requires deep insight and transparency of the happenings of the kernel. Not only was tracing useful for debugging, but it was critical for finding areas in the kernel that was causing unbounded latency. It's no wonder why the ftrace infrastructure has a lot of tooling for seeking out latency. Ftrace was introduced into mainline Linux in 2008, and several talks have been done on how to utilize its tracing features. But a lot has happened in the past few years that makes the tooling for finding latency much simpler. Other talks at P99 will discuss the new ftrace tracers "osnoise" and "timerlat", but this talk will focus more on the new flexible and dynamic aspects of ftrace that facilitates finding latency issues which are more specific to your needs. Some of this work may still be in a proof of concept stage, but this talk will give you the advantage of knowing what tools will be available to you in the coming year.
Delivered as plenary at USENIX LISA 2013. video here: https://www.youtube.com/watch?v=nZfNehCzGdw and https://www.usenix.org/conference/lisa13/technical-sessions/plenary/gregg . "How did we ever analyze performance before Flame Graphs?" This new visualization invented by Brendan can help you quickly understand application and kernel performance, especially CPU usage, where stacks (call graphs) can be sampled and then visualized as an interactive flame graph. Flame Graphs are now used for a growing variety of targets: for applications and kernels on Linux, SmartOS, Mac OS X, and Windows; for languages including C, C++, node.js, ruby, and Lua; and in WebKit Web Inspector. This talk will explain them and provide use cases and new visualizations for other event types, including I/O, memory usage, and latency.
DPDK (Data Plane Development Kit) Overview by Rami Rosen
* Background and short history
* Advantages and disadvantages
- Very High speed networking acceleration in L2
- How this acceleration is achieved (hugepages, optimizations)
- rte_kni (and KCP)
- VPP (and FD.io project) , providing routing and switching.
- TLDK (Transport Layer Development Kit, TCP/UDP)
* Anatomy of a simple DPDK application.
* Development and governance model
* Testpmd: DPDK CLI tool
* DDP - Dynamic Device Profiles
Rami Rosen is a Linux Kernel expert, the author of "Linux Kernel Networking", Apress, 2014.
Rami had published two articles about DPDK in the last year:
"Network acceleration with DPDK"
https://lwn.net/Articles/725254/
"Userspace Networking with DPDK"
https://www.linuxjournal.com/content/userspace-networking-dpdk
Talk for PerconaLive 2016 by Brendan Gregg. Video: https://www.youtube.com/watch?v=CbmEDXq7es0 . "Systems performance provides a different perspective for analysis and tuning, and can help you find performance wins for your databases, applications, and the kernel. However, most of us are not performance or kernel engineers, and have limited time to study this topic. This talk summarizes six important areas of Linux systems performance in 50 minutes: observability tools, methodologies, benchmarking, profiling, tracing, and tuning. Included are recipes for Linux performance analysis and tuning (using vmstat, mpstat, iostat, etc), overviews of complex areas including profiling (perf_events), static tracing (tracepoints), and dynamic tracing (kprobes, uprobes), and much advice about what is and isn't important to learn. This talk is aimed at everyone: DBAs, developers, operations, etc, and in any environment running Linux, bare-metal or the cloud."
Translation Cache Policies for Dynamic Binary TranslationSaber Ferjani
Our project comes in order to enhance Qemu simulation speed, through the proposal of a new cache algorithm that detect frequently used blocks and improves their reuse ratio.
Computing Performance: On the Horizon (2021)Brendan Gregg
Talk by Brendan Gregg for USENIX LISA 2021. https://www.youtube.com/watch?v=5nN1wjA_S30 . "The future of computer performance involves clouds with hardware hypervisors and custom processors, servers running a new type of BPF software to allow high-speed applications and kernel customizations, observability of everything in production, new Linux kernel technologies, and more. This talk covers interesting developments in systems and computing performance, their challenges, and where things are headed."
Note: When you view the the slide deck via web browser, the screenshots may be blurred. You can download and view them offline (Screenshots are clear).
New Ways to Find Latency in Linux Using TracingScyllaDB
Ftrace is the official tracer of the Linux kernel. It originated from the real-time patch (now known as PREEMPT_RT), as developing an operating system for real-time use requires deep insight and transparency of the happenings of the kernel. Not only was tracing useful for debugging, but it was critical for finding areas in the kernel that was causing unbounded latency. It's no wonder why the ftrace infrastructure has a lot of tooling for seeking out latency. Ftrace was introduced into mainline Linux in 2008, and several talks have been done on how to utilize its tracing features. But a lot has happened in the past few years that makes the tooling for finding latency much simpler. Other talks at P99 will discuss the new ftrace tracers "osnoise" and "timerlat", but this talk will focus more on the new flexible and dynamic aspects of ftrace that facilitates finding latency issues which are more specific to your needs. Some of this work may still be in a proof of concept stage, but this talk will give you the advantage of knowing what tools will be available to you in the coming year.
Delivered as plenary at USENIX LISA 2013. video here: https://www.youtube.com/watch?v=nZfNehCzGdw and https://www.usenix.org/conference/lisa13/technical-sessions/plenary/gregg . "How did we ever analyze performance before Flame Graphs?" This new visualization invented by Brendan can help you quickly understand application and kernel performance, especially CPU usage, where stacks (call graphs) can be sampled and then visualized as an interactive flame graph. Flame Graphs are now used for a growing variety of targets: for applications and kernels on Linux, SmartOS, Mac OS X, and Windows; for languages including C, C++, node.js, ruby, and Lua; and in WebKit Web Inspector. This talk will explain them and provide use cases and new visualizations for other event types, including I/O, memory usage, and latency.
DPDK (Data Plane Development Kit) Overview by Rami Rosen
* Background and short history
* Advantages and disadvantages
- Very High speed networking acceleration in L2
- How this acceleration is achieved (hugepages, optimizations)
- rte_kni (and KCP)
- VPP (and FD.io project) , providing routing and switching.
- TLDK (Transport Layer Development Kit, TCP/UDP)
* Anatomy of a simple DPDK application.
* Development and governance model
* Testpmd: DPDK CLI tool
* DDP - Dynamic Device Profiles
Rami Rosen is a Linux Kernel expert, the author of "Linux Kernel Networking", Apress, 2014.
Rami had published two articles about DPDK in the last year:
"Network acceleration with DPDK"
https://lwn.net/Articles/725254/
"Userspace Networking with DPDK"
https://www.linuxjournal.com/content/userspace-networking-dpdk
Talk for PerconaLive 2016 by Brendan Gregg. Video: https://www.youtube.com/watch?v=CbmEDXq7es0 . "Systems performance provides a different perspective for analysis and tuning, and can help you find performance wins for your databases, applications, and the kernel. However, most of us are not performance or kernel engineers, and have limited time to study this topic. This talk summarizes six important areas of Linux systems performance in 50 minutes: observability tools, methodologies, benchmarking, profiling, tracing, and tuning. Included are recipes for Linux performance analysis and tuning (using vmstat, mpstat, iostat, etc), overviews of complex areas including profiling (perf_events), static tracing (tracepoints), and dynamic tracing (kprobes, uprobes), and much advice about what is and isn't important to learn. This talk is aimed at everyone: DBAs, developers, operations, etc, and in any environment running Linux, bare-metal or the cloud."
Translation Cache Policies for Dynamic Binary TranslationSaber Ferjani
Our project comes in order to enhance Qemu simulation speed, through the proposal of a new cache algorithm that detect frequently used blocks and improves their reuse ratio.
Before 1998, it was impossible to virtualize Intel x86 systems. VMware introduced a technique called binary translation. In 2006, Intel introduced VT-x virtualization technology for x86. This was hardware support for virtualization by Intel. This presentation discusses what kind of support does Intel provides for virtualization in detail. It also discusses different implementation techniques in brief.
Mastering kvm virtualization- A complete guide of KVM virtualizationHumble Chirammal
Mastering KVM virtualization is a complete guide to understand KVM virtualization. Mastering KVM Virtualization is a culmination of all the knowledge we gained by
troubleshooting, configuring and fixing bug on KVM virtualization. We
authored this book for system administrators, DevOps practitioners and developers who have
a good hands-on knowledge of Linux and would like to sharpen their skills of open
source virtualization. The chapters in this book are written with a focus on practical
examples that should help you deploy a robust virtualization environment, suiting
your organization's needs. Our expectation is that, once you have finished the book,
you should have a good understanding of KVM virtualization, its tools to build
and manage diverse virtualization environments.
Talk for SCaLE13x. Video: https://www.youtube.com/watch?v=_Ik8oiQvWgo . Profiling can show what your Linux kernel and appliacations are doing in detail, across all software stack layers. This talk shows how we are using Linux perf_events (aka "perf") and flame graphs at Netflix to understand CPU usage in detail, to optimize our cloud usage, solve performance issues, and identify regressions. This will be more than just an intro: profiling difficult targets, including Java and Node.js, will be covered, which includes ways to resolve JITed symbols and broken stacks. Included are the easy examples, the hard, and the cutting edge.
The Raspberry Pi is a series of credit card–sized single-board computers developed in the UK by the Raspberry Pi Foundation with the intention of promoting the teaching of basic computer science in schools.
The original Raspberry Pi and Raspberry Pi 2 are manufactured in several board configurations through licensed manufacturing agreements with Newark element14 (Premier Farnell), RS Components and Egoman. These companies sell the Raspberry Pi online. Egoman produces a version for distribution solely in China and Taiwan, which can be distinguished from other Pis by their red colouring and lack of FCC/CE marks. The hardware is the same across all manufacturers.
The original Raspberry Pi is based on the Broadcom BCM2835 system on a chip (SoC), which includes an ARM1176JZF-S 700 MHz processor, VideoCore IV GPU, and was originally shipped with 256 megabytes of RAM, later upgraded (models B and B+) to 512 MB. The system has Secure Digital (SD) (models A and B) or MicroSD (models A+ and B+) sockets for boot media and persistent storage.
Webinar: NVIDIA JETSON – A Inteligência Artificial na palma de sua mãoEmbarcados
Objetivo do Webinar: Venha saber como a plataforma NVIDIA Jetson e suas ferramentas habilitam você a desenvolver e implantar robôs, drones, aplicativos de IVA e outras máquinas autônomas com tecnologia AI que pensam por conta própria.
Apoio: Arrow e NVIDIA.
Convidado: Marcel Saraiva
Gerente de Contas Enterprise da NVIDIA, executivo com 20 anos de expereincia no mercado de TI, teve na sua carreia passagens pela SGI (Silicon Graphics), Intel e Scansource. Engenheiro eletrico formado pela FEI, com pós-graduação em Marketing pela FAAP e MBA em Gestão Empresarial pela FGV.
Link para o Webinar: https://www.embarcados.com.br/webinars/nvidia-jetson-a-inteligencia-artificial-na-palma-de-sua-mao/
MYIR Tech Limited is a global provider of ARM hardware and software tools, design solutions for embedded applications. We support our customers in a wide range of services to accelerate your time to market.
IEI is een van de grootste leveranciers van producten voor industriële computersystemen. IEI levert honderden verschillende boards, systemen en onderdelen voor uiteenlopende applicaties in de industriële automatisering, defensie, medisch, infotainment en mobiel gebruik. Vooruitstrevende oplossingen bezorgen u als klant een kortere ontwerpcyclus zodat u de voorsprong op de concurrent kunt behouden en zelfs vergroten.
Morello Technology Demonstrator Hardware Overview - Mark Inskip, ArmKTN
Presentation from the briefing event for ISCF Digital Security by Design competition: Technology Enabled Business-Led Demonstator Stage 1 Expression of Interest
Introduction to Raspberry Pi.
In second half lots of Raspberry pi advanced stuff for hardcore hackers {videocore, qpus, booting, licenses, device trees, bare metal, QPU}
The Rico Board is an excellent high-performance Single Board Computer using the newest TI’s AM437x Sitara ARM Cortex-A9 based solution. It has 512MB DDR3, 4GB eMMC Flash, 16MB QSPI Flash and 32KB EEPROM on board, featuring various peripherals like Debug Serial, USB, Gigabit Ethernet, Dual-Camera, TF, HDMI, LCD and etc. It is preloaded with Linux and supplied with optional 7-inch LCD Module including capacitive touch screen. More information can be found at MYIR's website: http://www.myirtech.com/list.asp?id=510
The MYC-CZU3EG CPU Module is a powerful MPSoC System-on-Module (SoM) based on Xilinx Zynq UltraScale+ ZU3EG which features a 1.2 GHz quad-core ARM Cortex-A53 64-bit application processor
The new AMD EPYC solutions from OVHcloud: what benefits?OVHcloud
The AMD EPYC processor’s agility helps you manage new deployments and changing workloads, with the system resources you need, simply and cost-effectively. AMD is the server processor company you can count on for innovation and leadership today and into the future.
The MYC-C7Z015 CPU Module is an SOM (System on Module) board based on Xilinx XC7Z015 (Z-7015) All Programmable System-on-Chip (SoC) which is among the Xilinx Zynq-7000 family, featuring integrated dual-core ARM Cortex-A9 processor with Xilinx 7-series FPGA logic, four 6.25Gbps SerDes transceivers and one PCIe Gen2 x 4 integrated block. The MYC-C7Z015 module has 1GB DDR3 SDRAM, 4GB eMMC, 32MB quad SPI Flash, a Gigabit Ethernet PHY, a USB PHY and external watchdog on board. It provides a large number of I/O signals for ARM peripherals and FPGA I/Os through two 0.8mm pitch 140-pin board-to-board connectors, which is ideal for your next embedded design.
The MYC-C7Z015 CPU Module is compatible with MYIR’s MYC-C7Z010/20 CPU Modules and they can share the same base board which is designed by MYIR for evaluation or prototype purpose. The MYD-C7Z015 development board takes full features of the Zynq-7015 SoC. It has full features of the MYD-C7Z010/20 development board, additionally, it has one PCIe interface and one SFP transceiver module interface.
The MYC-C7Z015 CPU Module is ready to run Linux 3.15.0. It can be used in a variety of commercial, medical, automation, industrial, and military embedded applications.
Similar to QEMU and Raspberry Pi. Instant Embedded Development (20)
GlobalLogic Embedded Community x ROS Ukraine Webinar "Surgical Robots"GlobalLogic Ukraine
Доповідь присвячена медицині майбутнього, малоінвазивній хірургії: розглянемо рішення із використанням роботів хірургів. Оглянемо інструментарій та звернемо увагу на речі, які можна відтворити для експериментів у домашніх умовах.
GlobalLogic Java Community Webinar #17 “SpringJDBC vs JDBC. Is Spring a Hero?”GlobalLogic Ukraine
Доповідь присвячена розгляду Spring JDBC у порівнянні зі стандартним JDBC у Java. Спікерка покаже на конкретних прикладах розподіл логіки коду за класами та як використання Spring JDBC скорочує кількість коду, який необхідно написати, і чому це відбувається.
Відео та деталі заходу: https://bit.ly/3wqEjCx
GlobalLogic JavaScript Community Webinar #18 “Long Story Short: OSI Model”GlobalLogic Ukraine
Ця доповідь зацікавить усіх, хто хоче заповнити прогалини у базових знаннях чи підтягнути теорію з університету. Під час доповіді ми дізнаємось, що таке модель OSI та розглянемо кожен її рівень. Як результат, ви краще розумітимете свою область відповідальності як Front-end, Back-end, DevOps чи системний адміністратор.
Відео та деталі заходу: https://bit.ly/47T4QWI
Штучний інтелект як допомога в навчанні, а не замінник.pptxGlobalLogic Ukraine
Про що лекція:
- Як використовувати штучний інтелект у навчанні
- Обмеження та недоліки використання AI
- Рекомендації щодо відповідального використання AІ в навчанні. Огляд кращих прикладів.
Спікер: Оксана Поморова — Lead Software Engineer, GlobalLogic, доктор технічних наук з 20-річним досвідом в IT. Напрям діяльності — застосування штучного інтелекту та комп’ютерний зір.
Задачі AI-розробника як застосовується штучний інтелект.pptxGlobalLogic Ukraine
Про що лекція:
- Пошук схожих зображень за допомогою ШІ
- Як ШІ видаляє задній фон на фото. Розв’язання задачі сегментації.
- Ефективне навчання ШІ на основі великого масиву даних (фото).
Спікер: Олександр Мірошниченко, Senior Software Engineer, має понад 7 років досвіду в ІТ. Напрям діяльності — нейронні мережі та Deep Learning.
Що треба вивчати, щоб стати розробником штучного інтелекту та нейромереж.pptxGlobalLogic Ukraine
Про що лекція:
- Що таке штучний інтелект зсередини та чим зумовлена його популярність
- Напрями розвитку штучного інтелекту: які є та як обрати свій
- Які знання необхідні, щоб стати розробником штучного інтелекту
Спікер: Василь Ляшкевич — Solution Architect, GlobalLogic, PhD в компʼютерних науках, має понад 15 років досвіду в ІТ. Напрям діяльності — розробка алгоритмів і засобів штучного інтелекту, хмарних систем та сервісів.
GlobalLogic Java Community Webinar #16 “Zaloni’s Architecture for Data-Driven...GlobalLogic Ukraine
20 липня відбувся вебінар від Java Community – “Zaloni’s Architecture for Data-Driven Design” by Максим Дем’яновський — Software Engineer, GlobalLogic.
Доповідь надасть уявлення про Data-Driven Design, основні його переваги і практичну користь, а також покаже як його можна реалізувати на практиці.
25 квітня відбувся вебінар від JavaScript Community – “Why Is Git Rebase?”
Ганна Ліхтман — Senior Software Engineer, GlobalLogic.
Під час вебінару дізнались, що таке git history, та чому важливо тримати її в чистоті і порядку. Яка різниця між merge та rebase. Що таке інтерактивний rebase та в чому його сила не тільки на словах, але й на практиці.
GlobalLogic .NET Community Webinar #3 "Exploring Serverless with Azure Functi...GlobalLogic Ukraine
29 березня відбувся вебінар від .NET Community – “Exploring Serverless with Azure Functions”.
Спікер: Євген Павленко – Senior Software Engineer, GlobalLogic.
Поговорили на ті теми:
- Вступ до Azure Functions та Serverless;
- Типи хмарного обчислення;
- Переваги serverless;
- Функції та можливості Azure Functions.
Страх і сила помилок - IT Inside від GlobalLogic EducationGlobalLogic Ukraine
Ви дізнаєтесь:
- Що знаходиться за кулісами успішного успіху;
- Страх, що контролює тебе та робота з ним;
- Звідки береться невпевненість у власних силах;
- Чого власні помилки демотивують.
ℹ️IT Inside — це серія 30-хвилинних лекцій для охочих розпочати кар'єру в ІТ. Наші експерти відкриють залаштунки айтішного життя, обговорять поширені думки про ІТ-сферу й розкажуть те, що самі б хотіли почути на старті кар'єри.
🎬Переглянути записи попередніх лекцій IT Inside (https://youtube.com/playlist?list=PLipGbz33Ay3H5ynlB0YQ6P-16IX-pRvce).
GlobalLogic .NET Webinar #2 “Azure RBAC and Managed Identity”GlobalLogic Ukraine
24 листопада відбувся вебінар від .NET Community – “Azure RBAC and Managed Identity”.
Спікер: Євген Павленко – Senior Software Engineer, GlobalLogic.
Розповіли, що таке Azure RBAC (Role Base Access Control) і як він працює, для чого нам Azure Managed Identity та як звільнитись від використання паролів-секретів при використанні Azure.
Деталі заходу: https://bit.ly/3GSBvRx
Відкриті .NET-позиції у GlobalLogic: https://bit.ly/3ilJYCq
Долучитись до .NET Community у Facebook: https://www.facebook.com/groups/communitydotnet
GlobalLogic QA Webinar “What does it take to become a Test Engineer”GlobalLogic Ukraine
We considered:
- What attracts you to testing?
- What set of skills does the tester need?
- How to find your niche?
- Truth and fiction about testing
- Resume as a way to success
- Recommended materials
Discussed the capabilities, advantages and disadvantages of Keycloak, made a basic understanding of how it can be applied and integrated into various systems.
Speaker - Ihor Didyk, Software Engineer, GlobalLogic.
GlobalLogic Machine Learning Webinar “Advanced Statistical Methods for Linear...GlobalLogic Ukraine
31 травня відбувся вебінар для ML-спеціалістів - “Advanced Statistical Methods for Linear Regression” від спікера Віталія Мірошниченка! Ця доповідь для тих, хто добре ознайомлений із найпоширенішими моделями даних та підходами у машинному навчанні і хоче розширити знання іншими підходами.
У доповіді ми розглянули:
- Нагадування. Модель лінійної регресії і підгонка параметрів;
- Навчання батчами (великі об’єми вибірок);
- Оптимізація розрахунків у каскаді моделей;
- Модель суміші лінійних регресій;
- Оцінки методом складеного ножа матриць коваріацій.
Про спікера:
Віталій Мірошниченко — Senior ML Software Engineer, GlobalLogic. Має більше 6 років досвіду, який отримав здебільшого на проєктах, пов’язаних із Telecom, Cyber security, Retail. Активний учасник змагань Kaggle, та Аспірант КНУ.
Деталі заходу: https://bit.ly/3HkqhDB
Відкриті ML позиції у GlobalLogic: https://bit.ly/3MPC9yo
GlobalLogic Machine Learning Webinar “Statistical learning of linear regressi...GlobalLogic Ukraine
24 травня відбувся GlobalLogic Machine Learning Webinar “Statistical learning of linear regression model” від спікера Віталія Мірошніченка.
Під час вебінару ми обговорили такі теми:
- Модель лінійної регресії;
- Підгонка параметрів моделі (custom, sklearn, scipy);
- Основні теореми та асимптотика параметрів;
- Дискриптивні статистики (візуалізація результатів);
- Тести та їх інтерпретація;
- Приклади з Machine Learning.
Відео та деталі заходу - https://www.globallogic.com/ua/about/events/statistical-learning-of-linear-regression-model/?utm_source=youtube-organic&utm_medium=social&utm_campaign=statistical-learning-of-linear-regression-model
Попередня реєстрація на GL BaseCamp - https://bit.ly/BaseCampwaitinglist
GlobalLogic C++ Webinar “The Minimum Knowledge to Become a C++ Developer”GlobalLogic Ukraine
18 травня відбувся GlobalLogic C++ Webinar “The Minimum Knowledge to Become a C++ Developer” від спікера Романа Івасишина.
У доповіді ми розглянули:
- Список тем, які повинен знати С++ розробник (синтаксис мови, класи, STL, а також дізнались, для чого вчити темплейти та багатопотоковість);
- На що потрібно звернути увагу при вивченні мови;
- Деякі приховані аспекти мови;
- Практичні приклади з С++.
Відео та деталі заходу: https://bit.ly/3Gxmkee
Приєднатись до спільноти: https://www.facebook.com/groups/EmbeddedCommunity
Відкриті C++ позиції у GlobalLogic: https://bit.ly/3GzW03c
22 лютого відбувся Embedded Webinar #17 “Low-level Network Testing in Embedded Devices Development” від спікера Сергія Корнієнка.
Під час вебінару ми говорили на такі теми:
- Підхід до низькорівневого тестування мережевих протоколів;
- Інструменти, які можна використати в реальних проєктах;
- Знайдені баги та способи знаходження корневих причин на прикладі реального R&D проєкту.
Відео та деталі заходу: https://bit.ly/embedded_webinar_17
Приєднатись до спільноти: https://www.facebook.com/groups/EmbeddedCommunity
Відкриті Embedded-позиції у GlobalLogic: https://bit.ly/Embedded_Positions
11 січня відбувся вебінар “Introduction to Embedded QA”.
Під час вебінару ми поговорили на такі теми:
Огляд вбудованих систем;
Основні складнощі, що виникають під час їх тестування;
Основні напрямки та технології, які необхідно відслідковувати під час роботи з вбудованими системами.
Більше про захід: https://www.globallogic.com/ua/about/events/globallogic-webinar-introduction-to-embedded-qa/
Приємного перегляду і не забудьте залишити коментар про враження від вебінару!
9 грудня відбувся вебінар “Why Should You Learn C++ in 2021-22?”
Розглянули, наскільки популярною є C/C++ і де її можна використовувати. Поговорили про основні переваги та недоліки цієї мови програмування. Розповіли, як розвивається C/C++ і, нарешті, ми зрозуміли, як почати вивчати C/C++.
Більше про захід: https://www.globallogic.com/ua/about/events/c-webinar-why-you-should-learn-c-in-2021-22/
Приємного перегляду і не забудьте залишити коментар про враження від вебінару!
GlobalLogic Test Automation Live Testing Session “Android Behind UI — Testing...GlobalLogic Ukraine
В рамках GlobalLogic Test Automation Advent Calendar нещодавно відбувся GlobalLogic Test Automation Live Testing Session “Android Behind UI — Testing Challenges” від Дмитра Токарського, Lead Test Engineer, Quality Assurance, GlobalLogic.
Під час заходу ми говорили про те, як працює Android Debug Bridge, що стоїть за вбудованими фреймворками тестування UI та як спілкуватися з додатками та системою, якщо немає UI. Окремо поговорили про Bluetooth й окреслили бібліотеки Python для роботи с Bluetooth та сервісами Android.
Більше про захід: https://www.globallogic.com/ua/about/events/globallogic-test-automation-live-testing-session-android-behind-ui-testing-challenges/
Приємного перегляду і не забудьте залишити коментар про враження від вебінару!
Ця активність — частина заходів в рамках GlobalLogic Test Automation Advent Calendar, ще більше заходів та цікавинок за посиланням: https://bit.ly/AdventCalendar_fb
COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdfKamal Acharya
The College Bus Management system is completely developed by Visual Basic .NET Version. The application is connect with most secured database language MS SQL Server. The application is develop by using best combination of front-end and back-end languages. The application is totally design like flat user interface. This flat user interface is more attractive user interface in 2017. The application is gives more important to the system functionality. The application is to manage the student’s details, driver’s details, bus details, bus route details, bus fees details and more. The application has only one unit for admin. The admin can manage the entire application. The admin can login into the application by using username and password of the admin. The application is develop for big and small colleges. It is more user friendly for non-computer person. Even they can easily learn how to manage the application within hours. The application is more secure by the admin. The system will give an effective output for the VB.Net and SQL Server given as input to the system. The compiled java program given as input to the system, after scanning the program will generate different reports. The application generates the report for users. The admin can view and download the report of the data. The application deliver the excel format reports. Because, excel formatted reports is very easy to understand the income and expense of the college bus. This application is mainly develop for windows operating system users. In 2017, 73% of people enterprises are using windows operating system. So the application will easily install for all the windows operating system users. The application-developed size is very low. The application consumes very low space in disk. Therefore, the user can allocate very minimum local disk space for this application.
Forklift Classes Overview by Intella PartsIntella Parts
Discover the different forklift classes and their specific applications. Learn how to choose the right forklift for your needs to ensure safety, efficiency, and compliance in your operations.
For more technical information, visit our website https://intellaparts.com
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...Amil Baba Dawood bangali
Contact with Dawood Bhai Just call on +92322-6382012 and we'll help you. We'll solve all your problems within 12 to 24 hours and with 101% guarantee and with astrology systematic. If you want to take any personal or professional advice then also you can call us on +92322-6382012 , ONLINE LOVE PROBLEM & Other all types of Daily Life Problem's.Then CALL or WHATSAPP us on +92322-6382012 and Get all these problems solutions here by Amil Baba DAWOOD BANGALI
#vashikaranspecialist #astrologer #palmistry #amliyaat #taweez #manpasandshadi #horoscope #spiritual #lovelife #lovespell #marriagespell#aamilbabainpakistan #amilbabainkarachi #powerfullblackmagicspell #kalajadumantarspecialist #realamilbaba #AmilbabainPakistan #astrologerincanada #astrologerindubai #lovespellsmaster #kalajaduspecialist #lovespellsthatwork #aamilbabainlahore#blackmagicformarriage #aamilbaba #kalajadu #kalailam #taweez #wazifaexpert #jadumantar #vashikaranspecialist #astrologer #palmistry #amliyaat #taweez #manpasandshadi #horoscope #spiritual #lovelife #lovespell #marriagespell#aamilbabainpakistan #amilbabainkarachi #powerfullblackmagicspell #kalajadumantarspecialist #realamilbaba #AmilbabainPakistan #astrologerincanada #astrologerindubai #lovespellsmaster #kalajaduspecialist #lovespellsthatwork #aamilbabainlahore #blackmagicforlove #blackmagicformarriage #aamilbaba #kalajadu #kalailam #taweez #wazifaexpert #jadumantar #vashikaranspecialist #astrologer #palmistry #amliyaat #taweez #manpasandshadi #horoscope #spiritual #lovelife #lovespell #marriagespell#aamilbabainpakistan #amilbabainkarachi #powerfullblackmagicspell #kalajadumantarspecialist #realamilbaba #AmilbabainPakistan #astrologerincanada #astrologerindubai #lovespellsmaster #kalajaduspecialist #lovespellsthatwork #aamilbabainlahore #Amilbabainuk #amilbabainspain #amilbabaindubai #Amilbabainnorway #amilbabainkrachi #amilbabainlahore #amilbabaingujranwalan #amilbabainislamabad
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
Courier management system project report.pdfKamal Acharya
It is now-a-days very important for the people to send or receive articles like imported furniture, electronic items, gifts, business goods and the like. People depend vastly on different transport systems which mostly use the manual way of receiving and delivering the articles. There is no way to track the articles till they are received and there is no way to let the customer know what happened in transit, once he booked some articles. In such a situation, we need a system which completely computerizes the cargo activities including time to time tracking of the articles sent. This need is fulfilled by Courier Management System software which is online software for the cargo management people that enables them to receive the goods from a source and send them to a required destination and track their status from time to time.
Quality defects in TMT Bars, Possible causes and Potential Solutions.PrashantGoswami42
Maintaining high-quality standards in the production of TMT bars is crucial for ensuring structural integrity in construction. Addressing common defects through careful monitoring, standardized processes, and advanced technology can significantly improve the quality of TMT bars. Continuous training and adherence to quality control measures will also play a pivotal role in minimizing these defects.
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Democratizing Fuzzing at Scale by Abhishek Aryaabh.arya
Presented at NUS: Fuzzing and Software Security Summer School 2024
This keynote talks about the democratization of fuzzing at scale, highlighting the collaboration between open source communities, academia, and industry to advance the field of fuzzing. It delves into the history of fuzzing, the development of scalable fuzzing platforms, and the empowerment of community-driven research. The talk will further discuss recent advancements leveraging AI/ML and offer insights into the future evolution of the fuzzing landscape.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
3. 3 CONFIDENTIAL
Goals:
• How to add support of new hardware to the QEMU (I2C
Accelerometer)
• How to simulate of the new hardware
• Write a simple application to work with Accelerometer
• Demonstrate that it works on the real platform as well as under
QEMU
4. 4 CONFIDENTIAL
Environment:
• Ubuntu Linux on Host PC
• QEMU for ARM architecture
• Raspbian Linux on Raspberry Pi and QEMU
• QEMU-ready Linux kernel 3.6.11 for the ARM1176JZF-S (RPi)
• Raspberry Pi rev.B
• I2C Accelerometer ADXL345
5. 5 CONFIDENTIAL
What is QEMU ?
− QEMU (short for "Quick EMUlator") is a free and open-source machine
emulator and virtualizer written originally by Fabrice Bellard
− Can emulate 80386, 80486, Pentium, Pentium Pro, AMD64 – from x86
architecture
− PowerPC, ARM, MIPS, SPARC, SPARC64
− Work on FreeBSD, FreeDOS, Linux, Windows 9x, Windows 2000, Mac
OS X, QNX, Android
14. 14 CONFIDENTIAL
Read/write registers
Emulate control registers behavior
Create server socket
Read data from socket and fill data registers
adxl345 emulation
15. 15 CONFIDENTIAL
− Python
− Linux user space ( python-smbus library)
− Linux kernel ( /dev/i2c-0 )
− Linux i2c protocol driver
− Linux i2c-versatile.c driver
− write to Memory Mapped I/O
− Qemu MMIO callback (versatile_i2c.c )
− Qemu i2c slave protocol implementation (bitbang_i2c.c )
− Qemu i2c core ( hw/i2c/core.c )
– For address=0x53 : call our callbacks. ( read, write, event )
adxl345 emulation process
17. 17 CONFIDENTIAL
Raspberry Pi
The Raspberry Pi is a credit-card-sized single-board computer
Raspberry Pi Model B
Target Price$35
SoCBroadcom BCM2835 (CPU, GPU, DSP, SDRAM, USB)
CPU700 MHz ARM1176JZF-S core (ARM11 family, ARMv6 instruction set)
GPUBroadcom VideoCore IV @ 250 MHz
SDRAM512 MB (shared with GPU)
USB 2.0 ports2 via 3-port USB hub
Video outComposite RCA (PAL and NTSC), HDMI, raw LCD Panels via DSI
Audio out3.5 mm jack, HDMI, and I²S audio
StorageSD / MMC / SDIO card slot
Network10/100 Ethernet
Peripherals8 × GPIO, UART, I²C bus, SPI, I²S audio, +3.3 V, +5 V, ground
Power700 mA (3.5 W)
Power Source5 volt via MicroUSB, GPIO header
Size86 x 54 mm
Weight45g
OS
Arch Linux ARM, Debian GNU/Linux, Gentoo, Fedora, FreeBSD,
NetBSD, Plan 9, Raspbian OS, RISC OS, Slackware Linux
18. 18 CONFIDENTIAL
Raspberry Pi on QEMU
Emulating Raspberry Pi – The easy way (XEC DESIGN)
http://xecdesign.com/qemu-emulating-raspberry-pi-the-easy-way
20. 20 CONFIDENTIAL
QEMU: Open source processor emulator:
http://wiki.qemu.org/Manual
QEMU – Compiling for ARM (1176) emulation (XEC DESIGN):
http://xecdesign.com/compiling-qemu/
Compiling an ARM1176 kernel for QEMU (XEC DESIGN):
http://xecdesign.com/compiling-a-kernel/
QEMU – Emulating Raspberry Pi the easy way (XEC DESIGN):
http://xecdesign.com/qemu-emulating-raspberry-pi-the-easy-way/
Hardware virtualization with QEMU:
http://alien.slackbook.org/dokuwiki/doku.php?id=slackware:qemu
KVM Forum 2013: Implementing New Block Drivers: A QEMU Developer Primer by Jeff Cody
https://www.youtube.com/watch?v=ybNaEeQ2jgo
HOWTO: Virtual Raspbian on Qemu in Ubuntu Linux 12.10:
http://www.raspberrypi.org/phpBB3/viewtopic.php?f=29&t=37386
Raspberry Pi Wiki:
http://elinux.org/RPi_Hub
Links:
TITLE PAGE
– Headline 36pt Arial in WHITE
– Sub-head 18pt Arial Reg in GREY
– Do not include client logos on title page
– TEXT ONLY
***It’s not recommended to use any sort of graphic animation. Although in some cases it may be appropriate to apply “Appear” effect to slide sections to show sections one-by-one on the slide***
TITLE AND TEXT
– Headline 32pt Arial in BLACK
– Subtitle 20pt Arial Reg in ORANGE
– Body copy & bulleted text 20pt Arial Reg in GRAY; body copy not to go below 16 pt
– Left-justify all text and design elements
TITLE AND TEXT
– Headline 32pt Arial in BLACK
– Body copy & bulleted text 12pt Arial Reg in GRAY; body copy not to go below 10 pt
– Left-justify all text and design element
TITLE AND TEXT
– Headline 32pt Arial in BLACK
– Body copy & bulleted text 12pt Arial Reg in GRAY; body copy not to go below 10 pt
– Left-justify all text and design element
TITLE AND TEXT
– Headline 32pt Arial in BLACK
– Body copy & bulleted text 12pt Arial Reg in GRAY; body copy not to go below 10 pt
– Left-justify all text and design element
TITLE AND TEXT
– Headline 32pt Arial in BLACK
– Body copy & bulleted text 12pt Arial Reg in GRAY; body copy not to go below 10 pt
– Left-justify all text and design element
TITLE AND TEXT
– Headline 32pt Arial in BLACK
– Body copy & bulleted text 12pt Arial Reg in GRAY; body copy not to go below 10 pt
– Left-justify all text and design element
TITLE AND TEXT
– Headline 32pt Arial in BLACK
– Body copy & bulleted text 12pt Arial Reg in GRAY; body copy not to go below 10 pt
– Left-justify all text and design element
TITLE AND TEXT
– Headline 32pt Arial in BLACK
– Body copy & bulleted text 12pt Arial Reg in GRAY; body copy not to go below 10 pt
– Left-justify all text and design element
TITLE AND TEXT
– Headline 32pt Arial in BLACK
– Body copy & bulleted text 12pt Arial Reg in GRAY; body copy not to go below 10 pt
– Left-justify all text and design element
TITLE AND TEXT
– Headline 32pt Arial in BLACK
– Body copy & bulleted text 12pt Arial Reg in GRAY; body copy not to go below 10 pt
– Left-justify all text and design element
TITLE AND TEXT
– Headline 32pt Arial in BLACK
– Body copy & bulleted text 12pt Arial Reg in GRAY; body copy not to go below 10 pt
– Left-justify all text and design element