This document summarizes an presentation about achieving ultimate performance with KVM. It discusses optimizing hardware, CPU, memory, networking, and storage for virtual machines. The goal is the lowest cost per delivered resource while meeting performance targets. Specific optimizations mentioned include CPU pinning, huge pages, SR-IOV networking, virtio drivers, and bypassing the host for storage. It cautions that many performance claims use unrealistic benchmarks and hardware configurations unlike real-world usage.
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.
High-Performance Networking Using eBPF, XDP, and io_uringScyllaDB
In the networking world there are a number of ways to increase performance over naive use of basic Berkeley sockets. These techniques have ranged from polling blocking sockets, non-blocking sockets controlled by Epoll, all the way through completely bypassing the Linux kernel for maximum network performance where you talk directly to the network interface card by using something like DPDK or Netmap. All these tools have their place, and generally occupy a space from convenience to performance. But in recent years, that landscape has changed massively.. The tools available to the average Linux systems developer have improved from the creation of io_uring, to the expansion of bpf from a simple filtering language to a full-on programming environment embedded directly in the kernel. Along with that came something called XDP (express datapath). This was Linux kernel's answer to kernel-bypass networking. AF_XDP is the new socket type created by this feature, and generally works very similarly to something like DPDK. History lessons out of the way, this talk will look into, and discuss the merits of this technology, it's place in the broader ecosystem and how it can be used to attain the highest level of performance possible. This talk will dive into crucial details, such as how AF_XDP works, how it can be integrated into a larger system and finally more advanced topics such as request sharding/load balancing. There will be detailed look at the design of AF_XDP, the eBpf code used, as well as the userspace code required to drive it all. It will also include performance numbers from this setup compared to regular kernel networking. And most importantly how to put all this together to handle as much data as possible on a single modern multi-core system.
When your whole system is unresponsive, how to investigate on this failure ?
We'll see how to get a memory dump for offline analysis with kdump system.
Then how to analyze it with crash utility.
And finally, how to use crash on a running system to modify the kernel memory (at your own risks !)
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.
High-Performance Networking Using eBPF, XDP, and io_uringScyllaDB
In the networking world there are a number of ways to increase performance over naive use of basic Berkeley sockets. These techniques have ranged from polling blocking sockets, non-blocking sockets controlled by Epoll, all the way through completely bypassing the Linux kernel for maximum network performance where you talk directly to the network interface card by using something like DPDK or Netmap. All these tools have their place, and generally occupy a space from convenience to performance. But in recent years, that landscape has changed massively.. The tools available to the average Linux systems developer have improved from the creation of io_uring, to the expansion of bpf from a simple filtering language to a full-on programming environment embedded directly in the kernel. Along with that came something called XDP (express datapath). This was Linux kernel's answer to kernel-bypass networking. AF_XDP is the new socket type created by this feature, and generally works very similarly to something like DPDK. History lessons out of the way, this talk will look into, and discuss the merits of this technology, it's place in the broader ecosystem and how it can be used to attain the highest level of performance possible. This talk will dive into crucial details, such as how AF_XDP works, how it can be integrated into a larger system and finally more advanced topics such as request sharding/load balancing. There will be detailed look at the design of AF_XDP, the eBpf code used, as well as the userspace code required to drive it all. It will also include performance numbers from this setup compared to regular kernel networking. And most importantly how to put all this together to handle as much data as possible on a single modern multi-core system.
When your whole system is unresponsive, how to investigate on this failure ?
We'll see how to get a memory dump for offline analysis with kdump system.
Then how to analyze it with crash utility.
And finally, how to use crash on a running system to modify the kernel memory (at your own risks !)
Talk by Brendan Gregg for USENIX LISA 2019: Linux Systems Performance. Abstract: "
Systems performance is an effective discipline for performance analysis and tuning, and can help you find performance wins for your 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 the topic for everyone, touring six important areas of Linux systems performance: 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) and tracing (Ftrace, bcc/BPF, and bpftrace/BPF), and much advice about what is and isn't important to learn. This talk is aimed at everyone: developers, operations, sysadmins, etc, and in any environment running Linux, bare metal or the cloud."
OVN (Open Virtual Network) を用いる事により、OVS (Open vSwitch)が動作する複数のサーバー(Hypervisor/Chassis)を横断する仮想ネットワークを構築する事ができます。
本スライドはOVNを用いた論理ネットワークの構成と設定サンプルのメモとなります。
Using OVN, you can build logical network among multiple servers (Hypervisor/Chassis) running OVS (Open vSwitch).
This slide is describes HOW TO example of OVN configuration to create 2 logical switch connecting 4 VMs running on 2 chassis.
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
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.
The Linux Block Layer - Built for Fast StorageKernel TLV
The arrival of flash storage introduced a radical change in performance profiles of direct attached devices. At the time, it was obvious that Linux I/O stack needed to be redesigned in order to support devices capable of millions of IOPs, and with extremely low latency.
In this talk we revisit the changes the Linux block layer in the
last decade or so, that made it what it is today - a performant, scalable, robust and NUMA-aware subsystem. In addition, we cover the new NVMe over Fabrics support in Linux.
Sagi Grimberg
Sagi is Principal Architect and co-founder at LightBits Labs.
Presentation at Android Builders Summit 2012.
Based on the experience of working with ODM companies and SoC vendors, this session would discuss how to figure out the performance hotspot of certain Android devices and then improve in various areas including graphics and boot time. This session consists of the detailed components which seem to be independent from each other in traditional view. However, the situation changes a lot in Android system view since everything is coupled in a mass. Three frequently mentioned items in Android engineering are selected as the entry points: 2D/3D graphics, runtime, and boot time. Audience: Developers who work on Android system integration and platform enablement.
Boosting I/O Performance with KVM io_uringShapeBlue
Storage performance is becoming much more important. KVM io_uring attempts to bring the I/O performance of a virtual machine on almost the same level of bare metal. Apache CloudStack has support for io_uring since version 4.16. Wido will show the difference in performance io_uring brings to the table.
Wido den Hollander is the CTO of CLouDinfra, an infrastructure company offering total Webhosting solutions. CLDIN provides datacenter, IP and virtualization services for the companies within TWS. Wido den Hollander is a PMC member of the Apache CloudStack Project and a Ceph expert. He started with CloudStack 9 years ago. What attracted his attention is the simplicity of CloudStack and the fact that it is an open-source solution. During the years Wido became a contributor, a PMC member and he was a VP of the project for a year. He is one of our most active members, who puts a lot of efforts to keep the project active and transform it into a turnkey solution for cloud builders.
-----------------------------------------
The CloudStack European User Group 2022 took place on 7th April. The day saw a virtual get together for the European CloudStack Community, hosting 265 attendees from 25 countries. The event hosted 10 sessions with from leading CloudStack experts, users and skilful engineers from the open-source world, which included: technical talks, user stories, new features and integrations presentations and more.
------------------------------------------
About CloudStack: https://cloudstack.apache.org/
Anatomy of a Container: Namespaces, cgroups & Some Filesystem Magic - LinuxConJérôme Petazzoni
Containers are everywhere. But what exactly is a container? What are they made from? What's the difference between LXC, butts-nspawn, Docker, and the other container systems out there? And why should we bother about specific filesystems?
In this talk, Jérôme will show the individual roles and behaviors of the components making up a container: namespaces, control groups, and copy-on-write systems. Then, he will use them to assemble a container from scratch, and highlight the differences (and likelinesses) with existing container systems.
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).
In this session, Boyan Krosnov, CPO of StorPool will discuss a private cloud setup with KVM achieving 1M IOPS per hyper-converged (storage+compute) node. We will answer the question: What is the optimum architecture and configuration for performance and efficiency?
Achieving the Ultimate Performance with KVMDevOps.com
Building and managing a cloud is not an easy task. It needs solid knowledge, proper planning and extensive experience in selecting the proper components and putting them together.
Many companies build new-age KVM clouds, only to find out that their applications & workloads do not perform well. Join this webinar to learn how to get the most out of your KVM cloud and how to optimize it for performance.
Join this webinar and learn:
Why performance matters and how to measure it properly?
What are the main components of an efficient new-age cloud?
How to select the right hardware?
How to optimize CPU and memory for ultimate performance?
Which network components work best?
How to tune the storage layer for performance?
Talk by Brendan Gregg for USENIX LISA 2019: Linux Systems Performance. Abstract: "
Systems performance is an effective discipline for performance analysis and tuning, and can help you find performance wins for your 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 the topic for everyone, touring six important areas of Linux systems performance: 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) and tracing (Ftrace, bcc/BPF, and bpftrace/BPF), and much advice about what is and isn't important to learn. This talk is aimed at everyone: developers, operations, sysadmins, etc, and in any environment running Linux, bare metal or the cloud."
OVN (Open Virtual Network) を用いる事により、OVS (Open vSwitch)が動作する複数のサーバー(Hypervisor/Chassis)を横断する仮想ネットワークを構築する事ができます。
本スライドはOVNを用いた論理ネットワークの構成と設定サンプルのメモとなります。
Using OVN, you can build logical network among multiple servers (Hypervisor/Chassis) running OVS (Open vSwitch).
This slide is describes HOW TO example of OVN configuration to create 2 logical switch connecting 4 VMs running on 2 chassis.
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
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.
The Linux Block Layer - Built for Fast StorageKernel TLV
The arrival of flash storage introduced a radical change in performance profiles of direct attached devices. At the time, it was obvious that Linux I/O stack needed to be redesigned in order to support devices capable of millions of IOPs, and with extremely low latency.
In this talk we revisit the changes the Linux block layer in the
last decade or so, that made it what it is today - a performant, scalable, robust and NUMA-aware subsystem. In addition, we cover the new NVMe over Fabrics support in Linux.
Sagi Grimberg
Sagi is Principal Architect and co-founder at LightBits Labs.
Presentation at Android Builders Summit 2012.
Based on the experience of working with ODM companies and SoC vendors, this session would discuss how to figure out the performance hotspot of certain Android devices and then improve in various areas including graphics and boot time. This session consists of the detailed components which seem to be independent from each other in traditional view. However, the situation changes a lot in Android system view since everything is coupled in a mass. Three frequently mentioned items in Android engineering are selected as the entry points: 2D/3D graphics, runtime, and boot time. Audience: Developers who work on Android system integration and platform enablement.
Boosting I/O Performance with KVM io_uringShapeBlue
Storage performance is becoming much more important. KVM io_uring attempts to bring the I/O performance of a virtual machine on almost the same level of bare metal. Apache CloudStack has support for io_uring since version 4.16. Wido will show the difference in performance io_uring brings to the table.
Wido den Hollander is the CTO of CLouDinfra, an infrastructure company offering total Webhosting solutions. CLDIN provides datacenter, IP and virtualization services for the companies within TWS. Wido den Hollander is a PMC member of the Apache CloudStack Project and a Ceph expert. He started with CloudStack 9 years ago. What attracted his attention is the simplicity of CloudStack and the fact that it is an open-source solution. During the years Wido became a contributor, a PMC member and he was a VP of the project for a year. He is one of our most active members, who puts a lot of efforts to keep the project active and transform it into a turnkey solution for cloud builders.
-----------------------------------------
The CloudStack European User Group 2022 took place on 7th April. The day saw a virtual get together for the European CloudStack Community, hosting 265 attendees from 25 countries. The event hosted 10 sessions with from leading CloudStack experts, users and skilful engineers from the open-source world, which included: technical talks, user stories, new features and integrations presentations and more.
------------------------------------------
About CloudStack: https://cloudstack.apache.org/
Anatomy of a Container: Namespaces, cgroups & Some Filesystem Magic - LinuxConJérôme Petazzoni
Containers are everywhere. But what exactly is a container? What are they made from? What's the difference between LXC, butts-nspawn, Docker, and the other container systems out there? And why should we bother about specific filesystems?
In this talk, Jérôme will show the individual roles and behaviors of the components making up a container: namespaces, control groups, and copy-on-write systems. Then, he will use them to assemble a container from scratch, and highlight the differences (and likelinesses) with existing container systems.
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).
In this session, Boyan Krosnov, CPO of StorPool will discuss a private cloud setup with KVM achieving 1M IOPS per hyper-converged (storage+compute) node. We will answer the question: What is the optimum architecture and configuration for performance and efficiency?
Achieving the Ultimate Performance with KVMDevOps.com
Building and managing a cloud is not an easy task. It needs solid knowledge, proper planning and extensive experience in selecting the proper components and putting them together.
Many companies build new-age KVM clouds, only to find out that their applications & workloads do not perform well. Join this webinar to learn how to get the most out of your KVM cloud and how to optimize it for performance.
Join this webinar and learn:
Why performance matters and how to measure it properly?
What are the main components of an efficient new-age cloud?
How to select the right hardware?
How to optimize CPU and memory for ultimate performance?
Which network components work best?
How to tune the storage layer for performance?
Many companies build new-age KVM clouds, only to find out that their applications & workloads do not perform well. In this talk we’ll show you how to get the most out of your KVM cloud and how to optimize it for performance: You’ll understand why performance matters and how to measure it properly. We’ll teach you how to optimize CPU and memory for ultimate performance and how to tune the storage layer for performance. You’ll find out what are the main components of an efficient new-age cloud and which network components work best. In addition, you’ll learn how to select the right hardware to achieve unmatched performance for your new-age cloud and applications.
Venko Moyankov is an experienced system administrator and solutions architect at StorPool storage. He has experience with managing large virtualizations, working in telcos, designing and supporting the infrastructure of large enterprises. In the last year, his focus has been in helping companies globally to build the best storage solution according to their needs and projects.
Practical information on how to Optimize Virtual Machines for High Performance by Boyan Krosnov, Chief Product Officer at StorPool Storage
Presentation delivered at OpenNebula TechDay Sofia on 25-th of February 2016
KVM (Kernel-based Virtual Machine) is a full virtualization solution built into the Linux kernel. OpenStack Foundation user surveys consistently indicate that KVM is the most commonly used Hypervisor for OpenStack deployments, managed using the Libvirt driver for OpenStack Compute (Nova). Despite this sustained popularity development of the driver, and indeed the underlying Hypervisor itself, continues at a frantic pace.
This presentation will help you make sense of it all starting with an overview of the way Nova, Libvirt, and KVM interact before analysing progress made in Kilo on utilizing key Libvirt/KVM features in Nova including:
Instance vCPU pinning
Huge page backed instances
Enhanced NUMA topology awareness
...and more! The session will close with a discussion of how in addition to exposing existing Libvirt/KVM features emerging OpenStack use cases - such as Network Function Virtualization (NFV) and High Performance Computing (HPC) - are driving open innovation in the Libvirt, QEMU, and KVM projects themselves.
OpenNebulaConf 2016 - Measuring and tuning VM performance by Boyan Krosnov, S...OpenNebula Project
In this session we'll explore measuring VM performance and evaluating changes to settings or infrastructure which can affect performance positively. We'll also share the best current practice for architecture for high performance clouds from our experience.
KVM and docker LXC Benchmarking with OpenStackBoden Russell
Passive benchmarking with docker LXC and KVM using OpenStack hosted in SoftLayer. These results provide initial incite as to why LXC as a technology choice offers benefits over traditional VMs and seek to provide answers as to the typical initial LXC question -- "why would I consider Linux Containers over VMs" from a performance perspective.
Results here provide insight as to:
- Cloudy ops times (start, stop, reboot) using OpenStack.
- Guest micro benchmark performance (I/O, network, memory, CPU).
- Guest micro benchmark performance of MySQL; OLTP read, read / write complex and indexed insertion.
- Compute node resource consumption; VM / Container density factors.
- Lessons learned during benchmarking.
The tests here were performed using OpenStack Rally to drive the OpenStack cloudy tests and various other linux tools to test the guest performance on a "micro level". The nova docker virt driver was used in the Cloud scenario to realize VMs as docker LXC containers and compared to the nova virt driver for libvirt KVM.
Please read the disclaimers in the presentation as this is only intended to be the "chip of the ice burg".
Crimson: Ceph for the Age of NVMe and Persistent MemoryScyllaDB
Ceph is a mature open source software-defined storage solution that was created over a decade ago.
During that time new faster storage technologies have emerged including NVMe and Persistent memory.
The crimson project aim is to create a better Ceph OSD that is more well suited to those faster devices. The crimson OSD is built on the Seastar C++ framework and can leverage these devices by minimizing latency, cpu overhead, and cross-core communication. This talk will discuss the project design, our current status, and our future plans.
Slides at OpenStack Summit 2017 Sydney
Session Info and Video: https://www.openstack.org/videos/sydney-2017/100gbps-openstack-for-providing-high-performance-nfv
Benchmarking your cloud performance with top 4 global public cloudsdata://disrupted®
In this presentation, we will present the performance measurement metrics of leading cloud providers - AWS, Google Cloud, Microsoft Azure, and Digital Ocean. We’ll give you useful tools to measure your own cloud performance and a handy guide on how to calculate cloud TCO (total cost of ownership). In addition, you’ll learn how to estimate correctly your market positioning and perform better than the cloud giants.
Boyan Krosnov is a Co-Founder and Chief Product Officer of StorPool Storage. He has been part of the technical teams building 5 service providers from scratch in 4 countries. In most of these projects, he has designed the architecture, led the technical teams, and managed the implementation of projects in the millions.
Get Your GeekOn with Ron - Session One: Designing your VDI ServersUnidesk Corporation
Join virtualization expert and industry veteran Ron Oglesby as he breaks down how to select and configure servers, including:
• Server CPU selection - they were not made equal!
• Desktop-to-core guesstimation?
• Memory - and its temperamental relationship with disk design
• Local storage options - yes, it's an option
• And, overall best practices for VDI implementation
Intel's Out of the Box Network Developers Ireland Meetup on March 29 2017 - ...Haidee McMahon
For details on Intel's Out of The Box Network Developers Ireland meetup, goto https://www.meetup.com/Out-of-the-Box-Network-Developers-Ireland/events/237726826/
Intel Talk : Enhanced Platform Awareness for Openstack to increase NFV performance
By Andrew Duignan
Bio: Andrew Duignan is an Electronic Engineering graduate from University College Dublin, Ireland. He has worked as a software engineer in Motorola and now at Intel Corporation. He is now in a Platform Applications Engineering role, supporting technologies such as DPDK and virtualization on Intel CPUs. He is based in the Intel Shannon site in Ireland.
Similar to Achieving the ultimate performance with KVM (20)
CloudStack provides versatile authentication methods to ensure secure access and identity management. This talk explores key authentication mechanisms within CloudStack, including LDAP, SAML, OAuth2, API keys, etc. LDAP integration enables centralized user authentication, while SAML facilitates single sign-on (SSO) across various services. OAuth2 ensures secure authorization for third-party applications, and API keys offer programmatic access to resources. Additionally, CloudStack supports Two-Factor Authentication for an extra layer of security, enhancing user verification through multiple verification steps.
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The CloudStack India User Group 2024 took place in Hyderabad on 23rd February. The conference, arranged by a group of volunteers from the Apache CloudStack Community, saw multiple sessions held about the cloud orchestration platform and its latest advancements.
In this session, Kiran gives a talk about the rich ecosystem of tools (cmk, CAPC, Terraform, Ansible, Packer, csbench, mbx), that support Cloudstack.
Find out how the various tools work and how easy it is to integrate with Apache CloudStack.
This session provides a great way to speed up CloudStack adoption and improve performance by saving valuable time.
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The CloudStack India User Group 2024 took place in Hyderabad on 23rd February. The conference, arranged by a group of volunteers from the Apache CloudStack Community, saw multiple sessions held about the cloud orchestration platform and its latest advancements.
Elevating Cloud Infrastructure with Object Storage, DRS, VM Scheduling, and D...ShapeBlue
In this session, Vishesh Jindal and Jithin Raju give a demonstration on Apache CloudStack's 4.19 marquee features - Object Storage, DRS, VM schedule & DRaaS.
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The CloudStack India User Group 2024 took place in Hyderabad on 23rd February. The conference, arranged by a group of volunteers from the Apache CloudStack Community, saw multiple sessions held about the cloud orchestration platform and its latest advancements.
VM Migration from VMware to CloudStack and KVM – Suresh Anaparti, ShapeBlueShapeBlue
The support for migrating VMware instances, and importing KVM instances to a CloudStack-managed KVM environment has been added to CloudStack 4.19.
In this talk, Suresh provides the details about the import/migration process in CloudStack along with a demo, and discusses the future improvements.
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The CloudStack India User Group 2024 took place in Hyderabad on 23rd February. The conference, arranged by a group of volunteers from the Apache CloudStack Community, saw multiple sessions held about the cloud orchestration platform and its latest advancements.
How We Grew Up with CloudStack and its Journey – Dilip Singh, DataHubShapeBlue
In this session, Senior IT Manager at DataHub Nepal, Dilip Singh, shares how DataHub grew up with CloudStack and details the journey the company had with the cloud orchestration platform.
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The CloudStack India User Group 2024 took place in Hyderabad on 23rd February. The conference, arranged by a group of volunteers from the Apache CloudStack Community, saw multiple sessions held about the cloud orchestration platform and its latest advancements.
What’s New in CloudStack 4.19, Abhishek Kumar, Release Manager Apache CloudSt...ShapeBlue
This session gives a brief introduction to the new and exciting feature in the latest CloudStack LTS release, ie, 4.19.0. The discussion includes the details on the timeline of the CloudStack 4.19.0 release, overview of some of the marquee, new feature of the release – Object storage framework, KVM ingestion, Hypervisor agnostic simple DRS, CAPC aware CKS, OAuth2, DRaaS with Multi zone disaster recovery, etc and a summary of improvements added since the previous major LTS release of the CloudStack, ie, 4.18.0.
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The CloudStack India User Group 2024 took place in Hyderabad on 23rd February. The conference, arranged by a group of volunteers from the Apache CloudStack Community, saw multiple sessions held about the cloud orchestration platform and its latest advancements.
CloudStack 101: The Best Way to Build Your Private Cloud – Rohit Yadav, VP Ap...ShapeBlue
Apache CloudStack is an open-source software designed to deploy and manage large networks of virtual machines, as a highly available, highly scalable Infrastructure as a Service (IaaS) cloud computing platform. This talk gives an introduction to the technology, its architecture, its history and community.
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The CloudStack India User Group 2024 took place in Hyderabad on 23rd February. The conference, arranged by a group of volunteers from the Apache CloudStack Community, saw multiple sessions held about the cloud orchestration platform and its latest advancements.
How We Use CloudStack to Provide Managed Hosting - Swen Brüseke - proIOShapeBlue
Swen shows how proIO utilize Cloudstack to provide customers with managed hosting solutions and versatile public and private cloud solutions, mainly based on open-source software.
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The CloudStack Collaboration Conference 2023 took place on 23-24th November. The conference, arranged by a group of volunteers from the Apache CloudStack Community, took place in the voco hotel, in Porte de Clichy, Paris. It hosted over 350 attendees, with 47 speakers holding technical talks, user stories, new features and integrations presentations and more.
In cloud computing environments, VMs require fast access to resources like storage and networking. The hardware that the VMs access is implemented in software and/or by passing through a dedicated hardware device. Software-based solutions consume extra CPU cycles, thus resulting in poor performance. Also, these require to expose a device-model to the guest, thus increasing the attack surface. Conversely, hardware passthrough provides better performance and security but can be expensive in terms of the number of physical resources, since each device is dedicated to a single VM. This talk focuses on how Vates is working on sharing hardware resources among VMs by relying on dedicated processors named Data Processing Units (DPU). More precisely, Vates work on offloading Xen hypervisor of storage emulation by relying on Kalray K200 DPU PCIe controllers, a hardware accelerator based on MPPA architecture.
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The CloudStack Collaboration Conference 2023 took place on 23-24th November. The conference, arranged by a group of volunteers from the Apache CloudStack Community, took place in the voco hotel, in Porte de Clichy, Paris. It hosted over 350 attendees, with 47 speakers holding technical talks, user stories, new features and integrations presentations and more.
Zero to Cloud Hero: Crafting a Private Cloud from Scratch with XCP-ng, Xen Or...ShapeBlue
Dive into the seamless integration of the Vates stack as the foundation for your CloudStack deployment. In this workshop, you’ll witness the power and simplicity of XCP-ng and Xen Orchestra. From a blank slate to a fully operational private cloud, Olivier guides you through each pivotal step. Learn how to streamline your cloud setup process and unlock the potential of a private cloud infrastructure that’s both efficient and easy to manage. Watch to discover how to transform bare metal into a cloud powerhouse in mere minutes.
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The CloudStack Collaboration Conference 2023 took place on 23-24th November. The conference, arranged by a group of volunteers from the Apache CloudStack Community, took place in the voco hotel, in Porte de Clichy, Paris. It hosted over 350 attendees, with 47 speakers holding technical talks, user stories, new features and integrations presentations and more.
KVM Security Groups Under the Hood - Wido den Hollander - Your.OnlineShapeBlue
They are just a few clicks in the UI or a single API call, but how do security groups work at KVM hypervisor level? How do they filter traffic and what else do they do in addition to firewalling? What Anti-Spoofing policies are implemented by the security groups?
In this talk, Wido dives into the specifics of the security groups on the KVM hypervisor for both IPv4 and IPv6.
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The CloudStack Collaboration Conference 2023 took place on 23-24th November. The conference, arranged by a group of volunteers from the Apache CloudStack Community, took place in the voco hotel, in Porte de Clichy, Paris. It hosted over 350 attendees, with 47 speakers holding technical talks, user stories, new features and integrations presentations and more.
How to Re-use Old Hardware with CloudStack. Saving Money and the Environment ...ShapeBlue
CloudStack allows you to use older hardware for a longer time in your cloud environment. By using older hardware for a longer time you can save money and the environment by not producing new hardware.
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The CloudStack Collaboration Conference 2023 took place on 23-24th November. The conference, arranged by a group of volunteers from the Apache CloudStack Community, took place in the voco hotel, in Porte de Clichy, Paris. It hosted over 350 attendees, with 47 speakers holding technical talks, user stories, new features and integrations presentations and more.
Use Existing Assets to Build a Powerful In-house Cloud Solution - Magali Perv...ShapeBlue
How to minimize the impact when it’s time to implement a cloud solution for automating internal workloads and delivering efficient solutions? Magali, Joffrey, and Grégoire present a case study of a successful hardware reuse project, including key metrics: Business objectives, Performance objectives and Financial objectives.
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The CloudStack Collaboration Conference 2023 took place on 23-24th November. The conference, arranged by a group of volunteers from the Apache CloudStack Community, took place in the voco hotel, in Porte de Clichy, Paris. It hosted over 350 attendees, with 47 speakers holding technical talks, user stories, new features and integrations presentations and more.
Import Export Virtual Machine for KVM Hypervisor - Ayush Pandey - University ...ShapeBlue
Ayush talks about his contribution as a GSoC Contributor, for implementing the Import-Export Instances feature for the KVM Hypervisor.
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The CloudStack Collaboration Conference 2023 took place on 23-24th November. The conference, arranged by a group of volunteers from the Apache CloudStack Community, took place in the voco hotel, in Porte de Clichy, Paris. It hosted over 350 attendees, with 47 speakers holding technical talks, user stories, new features and integrations presentations and more.
DRaaS using Snapshot copy and destination selection (DRaaS) - Alexandre Matti...ShapeBlue
Apache CloudStack 4.19 introduces the capability for end-users to copy their root disk or volume snapshots to one (or more) ACS Zones without operator intervention. In this talk, Alex shows how this simple yet powerful new feature enables for end-users to control where their data resides and for operators to provide low-cost and robust DRaaS to their customers.
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The CloudStack Collaboration Conference 2023 took place on 23-24th November. The conference, arranged by a group of volunteers from the Apache CloudStack Community, took place in the voco hotel, in Porte de Clichy, Paris. It hosted over 350 attendees, with 47 speakers holding technical talks, user stories, new features and integrations presentations and more.
A discussion on the common failures when using CloudStack taking instance deployment as an example. The session includes 15 specific failure scenarios, their causes, and possible mitigation steps.
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The CloudStack Collaboration Conference 2023 took place on 23-24th November. The conference, arranged by a group of volunteers from the Apache CloudStack Community, took place in the voco hotel, in Porte de Clichy, Paris. It hosted over 350 attendees, with 47 speakers holding technical talks, user stories, new features and integrations presentations and more.
Elevating Privacy and Security in CloudStack - Boris Stoyanov - ShapeBlueShapeBlue
In an increasingly interconnected digital landscape, safeguarding data privacy and ensuring robust security measures are paramount. CloudStack offers a dynamic ecosystem for deploying and managing cloud resources. However, to fully harness its potential, it is crucial to address privacy and security concerns effectively.
This presentation explores the realm of possibilities and demonstrates how CloudStack can enhance the privacy and security of your cloud deployments. Boris examines practical approaches to protect sensitive data, fortify communications, and secure your infra against emerging threats. Join us on a journey to discover how CloudStack can be your trusted ally in the quest for a more secure and private cloud environment.
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The CloudStack Collaboration Conference 2023 took place on 23-24th November. The conference, arranged by a group of volunteers from the Apache CloudStack Community, took place in the voco hotel, in Porte de Clichy, Paris. It hosted over 350 attendees, with 47 speakers holding technical talks, user stories, new features and integrations presentations and more.
Transitioning from VMware vCloud to Apache CloudStack: A Path to Profitabilit...ShapeBlue
In this session, Marco explores the potential of migrating from VMware vCloud to Apache CloudStack with KVM. VMware vCloud Suite is a robust cloud infrastructure and management solution that combines vSphere and vRealize Suite, providing automation and operations capabilities for traditional and modern infrastructure and apps. However, the transition to Apache CloudStack can offer enhanced profitability and competitiveness.
Marco delves into the benefits of Apache CloudStack, including its cost-effectiveness and open-source nature, and discusses how a gradual migration from VMware vCloud can reduce ownership costs, increase profitability, and enhance competitiveness. He also covers the practical steps and considerations in planning and executing this transition effectively.
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The CloudStack Collaboration Conference 2023 took place on 23-24th November. The conference, arranged by a group of volunteers from the Apache CloudStack Community, took place in the voco hotel, in Porte de Clichy, Paris. It hosted over 350 attendees, with 47 speakers holding technical talks, user stories, new features and integrations presentations and more.
Vishesh has been working on the feature hypervisor-agnostic DRS in Cloudstack. He briefly overviews the implementation and discusses the algorithms currently available and how they can improve resource allocation and workload balancing in virtualized environments. Additionally, Vishesh showcases a live demo of hypervisor agnostic DRS in action, highlighting its capabilities and effectiveness.
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The CloudStack Collaboration Conference 2023 took place on 23-24th November. The conference, arranged by a group of volunteers from the Apache CloudStack Community, took place in the voco hotel, in Porte de Clichy, Paris. It hosted over 350 attendees, with 47 speakers holding technical talks, user stories, new features and integrations presentations and more.
What’s New in CloudStack 4.19 - Abhishek Kumar - ShapeBlueShapeBlue
This session gives a brief introduction of the new and exciting feature in the latest (upcoming) CloudStack LTS release, ie, 4.19.0. The discussion includes the details on the timeline of the CloudStack 4.19.0 release, overview of some of the marquee, new feature of the release – Object storage framework, KVM ingestion, Hypervisor agnostic simple DRS, CAPC aware CKS, OAuth2, DRaaS with Multi zone disaster recovery, etc and a summary of improvements added since the previous major LTS release of the CloudStack, ie, 4.18.0.
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The CloudStack Collaboration Conference 2023 took place on 23-24th November. The conference, arranged by a group of volunteers from the Apache CloudStack Community, took place in the voco hotel, in Porte de Clichy, Paris. It hosted over 350 attendees, with 47 speakers holding technical talks, user stories, new features and integrations presentations and more.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
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.
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
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
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
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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
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Mission to Decommission: Importance of Decommissioning Products to Increase E...
Achieving the ultimate performance with KVM
1. Achieving the ultimate performance
with KVM
Venko Moyankov
at European Cloud Infrastructure &
CloudStack User Day
London, 2019-10
2. Why performance
● Better application performance -- e.g. time to load a page, time to
rebuild, time to execute specific query
● Happier customers (in cloud / multi-tenant environments)
● ROI, TCO - Lower cost per delivered resource (per VM) through
higher density
5. Usual optimization goal
- lowest cost per delivered resource
- fixed performance target
- calculate all costs - power, cooling, space, server, network,
support/maintenance
Example: cost per VM with 4x dedicated 3 GHz cores and 16 GB
RAM
Unusual
- Best single-thread performance I can get at any cost
- 5 GHz cores, yummy :)
Compute node hardware
9. Compute node hardware
● firmware versions and BIOS settings
● Understand power management -- esp. C-states, P-states,
HWP and “bias”
○ Different on AMD EPYC: "power-deterministic",
"performance-deterministic"
● Think of rack level optimization - how do we get the lowest
total cost per delivered resource?
11. Tuning KVM
RHEL7 Virtualization_Tuning_and_Optimization_Guide link
https://pve.proxmox.com/wiki/Performance_Tweaks
https://events.static.linuxfound.org/sites/events/files/slides/CloudOpen2013_Khoa_Huynh_v3.pdf
http://www.linux-kvm.org/images/f/f9/2012-forum-virtio-blk-performance-improvement.pdf
http://www.slideshare.net/janghoonsim/kvm-performance-optimization-for-ubuntu
… but don’t trust everything you read. Perform your own benchmarking!
12. CPU and Memory
Recent Linux kernel, KVM and QEMU
… but beware of the bleeding edge
E.g. qemu-kvm-ev from RHEV (repackaged by CentOS)
tuned-adm virtual-host
tuned-adm virtual-guest
13. CPU
Typical
● (heavy) oversubscription, because VMs are mostly idling
● HT
● NUMA
● route IRQs of network and storage adapters to a core on the
NUMA node they are on
Unusual
● CPU Pinning
14. Understanding oversubscription and congestion
Linux scheduler statistics: linux-stable/Documentation/scheduler/sched-stats.txt
Next three are statistics describing scheduling latency:
7) sum of all time spent running by tasks on this processor (in jiffies)
8) sum of all time spent waiting to run by tasks on this processor (in jiffies)
9) # of timeslices run on this cpu
20% CPU load with large wait time (bursty congestion) is possible
100% CPU load with no wait time, also possible
Measure CPU congestion!
22. ● Direct exclusive access to the
PCI device
● SR-IOV - one physical device
appears as multiple virtual
functions (VF)
● Allows different VMs to share a
single PCIe hardware
Host
NIC
VF1
Hypervisor / VMM
VM
Host
driver
driver
VM
driver
VM
driver
VF2 VF3PF
PCIe
IOMMU / VT-d
Networking - PCI Passthrough and SR-IOV
25. Storage - virtualization
Virtualized
cache=none -- direct IO, bypass host buffer cache
io=native -- use Linux Native AIO, not POSIX AIO (threads)
virtio-blk vs virtio-scsi
virtio-scsi multiqueue
iothread
vs. Full bypass
SR-IOV for NVMe devices
26. Storage - vhost
Virtualized with qemu bypass
vhost
before:
guest kernel -> host kernel -> qemu -> host kernel -> storage system
after:
guest kernel -> storage system
27. storpool_server instance
1 CPU thread
2-4 GB RAM
NIC
storpool_server instance
1 CPU thread
2-4 GB RAM
storpool_server instance
1 CPU thread
2-4 GB RAM
• Highly scalable and efficient architecture
• Scales up in each storage node & out with multiple nodes
25GbE
. . .
25GbE
storpool_block instance
1 CPU thread
NVMe SSD
NVMe SSD
NVMe SSD
NVMe SSD
NVMe SSD
NVMe SSD
KVM Virtual Machine
KVM Virtual Machine
28. Storage benchmarks
Beware: lots of snake oil out there!
● performance numbers from hardware configurations totally
unlike what you’d use in production
● synthetic tests with high iodepth - 10 nodes, 10 workloads *
iodepth 256 each. (because why not)
● testing with ramdisk backend
● synthetic workloads don't approximate real world (example)