Containerize Your Apps with Docker and Kubernetes
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Implementation of Centralized Logging and Log Analysis in Cloud Transition
Implementation of Centralized Logging and Log Analysis in Cloud Transition Antti Vainio School of Science Thesis submitted for examination for the degree of Master of Science in Technology. Espoo 3.7.2018 Supervisor Prof. Jukka Suomela Advisor MSc Cyril de Vaumas Copyright ⃝c 2018 Antti Vainio Aalto University, P.O. BOX 11000, 00076 AALTO www.aalto.fi Abstract of the master’s thesis Author Antti Vainio Title Implementation of Centralized Logging and Log Analysis in Cloud Transition Degree programme Computer, Communication and Information Sciences Major Computer Science Code of major SCI3042 Supervisor Prof. Jukka Suomela Advisor MSc Cyril de Vaumas Date 3.7.2018 Number of pages 84 Language English Abstract Centralized logging can be used to collect log data from multiple log files on multiple separate server machines and transmit the data to a single centralized location. Log analysis on top of that can automatically process large amounts of logs for various different purposes including problem detection, troubleshooting, monitoring system performance, identifying security incidents, and understanding user behavior. As the volume of log data is growing when software systems, networks, and services grow in size, the log data located on multiple separate server machines can be difficult to manage. The traditional way of manually inspecting logs hasalso become too labor-intensive and error-prone when large amounts of log data need to be analyzed. Setting up centralized logging and automatic log analysis systems can be used to solve this problem. This thesis explains the concepts of log data, centralized logging, and log analysis, and also takes a look at existing software solutions to implement such a system. -
Kubernetes Security Guide Contents
Kubernetes Security Guide Contents Intro 4 CHAPTER 1 Securing your container images and CI/CD pipeline 6 Image scanning 6 What is image scanning 7 Docker image scanning open source tools 7 Open source Docker scanning tool: Anchore Engine 8 Securing your CI/CD pipeline 9 Image scanning in CI/CD 10 CHAPTER 2 Securing Kubernetes Control Plane 14 Kubelet security 14 Access to the kubelet API 15 Kubelet access to Kubernetes API 16 RBAC example, accessing the kubelet API with curl 16 Kubernetes API audit and security log 17 Audit log policies configuration 19 Extending the Kubernetes API using security admission controllers 20 Securing Kubernetes etcd 23 PKI-based authentication for etcd 23 etcd peer-to-peer TLS 23 Kubernetes API to etcd cluster TLS 24 Using a trusted Docker registry 24 Kubernetes trusted image collections: Banning non trusted registry 26 Kubernetes TLS certificates rotation and expiration 26 Kubernetes kubelet TLS certificate rotation 27 Kubernetes serviceAccount token rotation 28 Kubernetes user TLS certificate rotation 29 Securing Kubernetes hosts 29 Kubernetes 2 Security Guide Using a minimal host OS 30 Update system patches 30 Node recycling 30 Running CIS benchmark security tests 31 CHAPTER 3 Understanding Kubernetes RBAC 32 Kubernetes role-based access control (RBAC) 32 RBAC configuration: API server flags 34 How to create Kubernetes users and serviceAccounts 34 How to create a Kubernetes serviceAccount step by step 35 How to create a Kubernetes user step by step 37 Using an external user directory 40 CHAPTER 4 Security -
Vmware Fusion 12 Vmware Fusion Pro 12 Using Vmware Fusion
Using VMware Fusion 8 SEP 2020 VMware Fusion 12 VMware Fusion Pro 12 Using VMware Fusion You can find the most up-to-date technical documentation on the VMware website at: https://docs.vmware.com/ VMware, Inc. 3401 Hillview Ave. Palo Alto, CA 94304 www.vmware.com © Copyright 2020 VMware, Inc. All rights reserved. Copyright and trademark information. VMware, Inc. 2 Contents Using VMware Fusion 9 1 Getting Started with Fusion 10 About VMware Fusion 10 About VMware Fusion Pro 11 System Requirements for Fusion 11 Install Fusion 12 Start Fusion 13 How-To Videos 13 Take Advantage of Fusion Online Resources 13 2 Understanding Fusion 15 Virtual Machines and What Fusion Can Do 15 What Is a Virtual Machine? 15 Fusion Capabilities 16 Supported Guest Operating Systems 16 Virtual Hardware Specifications 16 Navigating and Taking Action by Using the Fusion Interface 21 VMware Fusion Toolbar 21 Use the Fusion Toolbar to Access the Virtual-Machine Path 21 Default File Location of a Virtual Machine 22 Change the File Location of a Virtual Machine 22 Perform Actions on Your Virtual Machines from the Virtual Machine Library Window 23 Using the Home Pane to Create a Virtual Machine or Obtain One from Another Source 24 Using the Fusion Applications Menus 25 Using Different Views in the Fusion Interface 29 Resize the Virtual Machine Display to Fit 35 Using Multiple Displays 35 3 Configuring Fusion 37 Setting Fusion Preferences 37 Set General Preferences 37 Select a Keyboard and Mouse Profile 38 Set Key Mappings on the Keyboard and Mouse Preferences Pane 39 Set Mouse Shortcuts on the Keyboard and Mouse Preference Pane 40 Enable or Disable Mac Host Shortcuts on the Keyboard and Mouse Preference Pane 40 Enable Fusion Shortcuts on the Keyboard and Mouse Preference Pane 41 Set Fusion Display Resolution Preferences 41 VMware, Inc. -
Logging in the Cloud: from Zero to (Incident Response) Hero
SESSION ID: CSV-W01 Logging in the Cloud: From Zero to (Incident Response) Hero Jonathon Poling Managing Principal Consultant Secureworks @JPoForenso #RSAC 1 #RSAC Agenda for those in [ , , ]: print(“What Should I Be Logging?”) print(“How *Specifically* Should I Configure it?”) print(“What Should I Be Monitoring?”) else: print(“Questions?”) 2 2 #RSAC Today, We (Attempt to) Make History… I plan to live here… 3 3 #RSAC Why Me? Cloud (AWS) SME for Secureworks Developed Secureworks’ AWS Incident Response Service Line Help SMB through Fortune 10 Customers… – Intelligently Configure/Instrument Their Environments – Protect Their Infrastructure – Effectively Respond to Incidents 4 4 #RSAC Why This Presentation? Too many clouds, too little time – Many of us are still lacking foundational understanding of Cloud operations and security – It’s extremely hard to master one cloud, let alone multiple Tired of presentations with no actionable takeaways – People need prescriptive actions to take that can help them to immediately start getting/operating/securing their Cloud(s) better Helping us to help you (to help us and help you) 5 5 #RSAC How Will This Help You? In this talk you will (hopefully) learn: –Core log capabilities of each Cloud provider –Which core logs should be configured (specifically how) –Tips for Monitoring core logs –A few tips/tricks for Incident Response along the way 6 6 #RSAC Get Ready for a LOT of Material… 7 7 #RSAC Amazon Web Services (AWS) Overview of Logging 8 #RSAC Core Logs CloudTrail – Your account’s syslog on steroids -
Running Legacy VM's Along with Containers in Kubernetes!
Running Legacy VM’s along with containers in Kubernetes Delusion or Reality? Kunal Kushwaha NTT Open Source Software Center Copyright©2019 NTT Corp. All Rights Reserved. About me • Work @ NTT Open Source Software Center • Collaborator (Core developer) for libpod (podman) • Contributor KubeVirt, buildkit and other related projects • Docker Community Leader @ Tokyo Chapter Copyright©2019 NTT Corp. All Rights Reserved. 2 Growth of Containers in Companies Adoption of containers in production has significantly increased Credits: CNCF website Copyright©2019 NTT Corp. All Rights Reserved. 3 Growth of Container Orchestration usage Adoption of container orchestrator like Kubernetes have also increased significantly on public as well private clouds. Credits: CNCF website Copyright©2019 NTT Corp. All Rights Reserved. 4 Infrastructure landscape app-2 app-2 app-M app-1 app-2 app-N app-1 app-1 app-N VM VM VM kernel VM Platform VM Platform Existing Products New Products • The application infrastructure is fragmented as most of old application still running on traditional infrastructure. • Fragmentation means more work & increase in cost Copyright©2019 NTT Corp. All Rights Reserved. 5 What keeps applications away from Containers • Lack of knowledge / Too complex to migrate in containers. • Dependency on custom kernel parameters. • Application designed for a custom kernel. • Application towards the end of life. Companies prefer to re-write application, rather than directly migrating them to containers. https://dzone.com/guides/containers-orchestration-and-beyond Copyright©2019 NTT Corp. All Rights Reserved. 6 Ideal World app-2 app-2 app-M app-1 app-2 app-N app-1 app-1 app-N VM VM VM kernel VM Platform • Applications in VM and containers can be managed with same control plane • Management/ Governance Policies like RBAC, Network etc. -
Ovirt and Docker Integration
oVirt and Docker Integration October 2014 Federico Simoncelli Principal Software Engineer – Red Hat oVirt and Docker Integration, Oct 2014 1 Agenda ● Deploying an Application (Old-Fashion and Docker) ● Ecosystem: Kubernetes and Project Atomic ● Current Status of Integration ● oVirt Docker User-Interface Plugin ● “Dockerized” oVirt Engine ● Docker on Virtualization ● Possible Future Integration ● Managing Containers as VMs ● Future Multi-Purpose Data Center oVirt and Docker Integration, Oct 2014 2 Deploying an Application (Old-Fashion) ● Deploying an instance of Etherpad # yum search etherpad Warning: No matches found for: etherpad No matches found $ unzip etherpad-lite-1.4.1.zip $ cd etherpad-lite-1.4.1 $ vim README.md ... ## GNU/Linux and other UNIX-like systems You'll need gzip, git, curl, libssl develop libraries, python and gcc. *For Debian/Ubuntu*: `apt-get install gzip git-core curl python libssl-dev pkg- config build-essential` *For Fedora/CentOS*: `yum install gzip git-core curl python openssl-devel && yum groupinstall "Development Tools"` *For FreeBSD*: `portinstall node, npm, git (optional)` Additionally, you'll need [node.js](http://nodejs.org) installed, Ideally the latest stable version, be careful of installing nodejs from apt. ... oVirt and Docker Integration, Oct 2014 3 Installing Dependencies (Old-Fashion) ● 134 new packages required $ yum install gzip git-core curl python openssl-devel Transaction Summary ================================================================================ Install 2 Packages (+14 Dependent -
This Guide Provides Basic Information About the Logging Agent, an Application Based on Uentd
1/25/2020 About the Logging agent | Stackdriver Logging | Google Cloud This guide provides basic information about the Logging agent, an application based on uentd (http://www.uentd.org/) that runs on your virtual machine (VM) instances. In its default conguration, the Logging agent streams logs from common third-party applications and system software to Logging; see the list of default logs (/logging/docs/agent/default-logs). You can congure the agent to stream additional logs; see Conguring the Logging agent (/logging/docs/agent/conguration) for details on agent conguration and operation. It is a best practice to run the Logging agent on all your VM instances. The agent runs under both Linux and Windows. To install the Logging agent, see Installing the agent (/logging/docs/agent/installation). https://cloud.google.com/logging/docs/agent/ 1/5 1/25/2020 About the Logging agent | Stackdriver Logging | Google Cloud You can run the Logging agent on the following operating systems on compatible virtual machine (VM) instances: CentOS 6, 7, and 8 Debian 9 "Stretch" and 10 "Buster" Red Hat Enterprise Linux 6, 7, and 8 Ubuntu LTS 16.04 "Xenial", LTS 18.04 "Bionic", and 19.04 "Disco" Ubuntu Minimal LTS 16.04 "Xenial", LTS 18.04 "Bionic" SUSE Linux Enterprise Server 12 SP3, 12 SP2 for SAP, 12 SP3 for SAP, 15, 15 for SAP, and 15 SP1 for SAP Windows Server 2008 R2, 2012 R2, 2016, and 2019 Amazon Linux AMI (except Amazon Linux 2.0 AMI) The Logging agent is compatible with the following environments: Compute Engine (/compute) instances. -
Container and Kernel-Based Virtual Machine (KVM) Virtualization for Network Function Virtualization (NFV)
Container and Kernel-Based Virtual Machine (KVM) Virtualization for Network Function Virtualization (NFV) White Paper August 2015 Order Number: 332860-001US YouLegal Lines andmay Disclaimers not use or facilitate the use of this document in connection with any infringement or other legal analysis concerning Intel products described herein. You agree to grant Intel a non-exclusive, royalty-free license to any patent claim thereafter drafted which includes subject matter disclosed herein. No license (express or implied, by estoppel or otherwise) to any intellectual property rights is granted by this document. All information provided here is subject to change without notice. Contact your Intel representative to obtain the latest Intel product specifications and roadmaps. The products described may contain design defects or errors known as errata which may cause the product to deviate from published specifications. Current characterized errata are available on request. Copies of documents which have an order number and are referenced in this document may be obtained by calling 1-800-548-4725 or by visiting: http://www.intel.com/ design/literature.htm. Intel technologies’ features and benefits depend on system configuration and may require enabled hardware, software or service activation. Learn more at http:// www.intel.com/ or from the OEM or retailer. Results have been estimated or simulated using internal Intel analysis or architecture simulation or modeling, and provided to you for informational purposes. Any differences in your system hardware, software or configuration may affect your actual performance. For more complete information about performance and benchmark results, visit www.intel.com/benchmarks. Tests document performance of components on a particular test, in specific systems. -
Department of Defense Enterprise Devsecops Initiative
Headquarters U.S. Air Force I n t e g r i t y - S e r v i c e - E x c e l l e n c e How did the Department of Defense move to Kubernetes and Istio? Mr. Nicolas Chaillan Chief Software Officer, U.S. Air Force Co-Lead, DoD Enterprise DevSecOps Initiative V2.5 – UNCLASSFIED Must Adapt to Challenges Must Rapidly Adapt To Challenges I n t e g r i t y - S e r v i c e - E x c e l l e n c e 2 Must Adapt to Challenges Work as a Team! Must Adapt To Challenges I n t e g r i t y - S e r v i c e - E x c e l l e n c e 3 Must Adapt to Challenges Work as a Team! A Large Team! Must Adapt To Challenges I n t e g r i t y - S e r v i c e - E x c e l l e n c e 4 Must Adapt to Challenges With Various TechnologiesWork as a Team! A Large Team! Must Adapt To Challenges I n t e g r i t y - S e r v i c e - E x c e l l e n c e 5 Must Adapt to Challenges With Various Technologies Work as a Team! A Large Team! Must AdaptBring To Challenges It With Us! I n t e g r i t y - S e r v i c e - E x c e l l e n c e 6 Must Adapt to Challenges With Various Technologies Work as a Team! Even To Space! A Large Team! Must AdaptBring To Challenges It With Us! I n t e g r i t y - S e r v i c e - E x c e l l e n c e 7 Must Adapt to Challenges With Various Technologies Work as a Team! To Space! A Large Team! MustWith Adapt a FewBring To Sensors! Challenges It With Us! I n t e g r i t y - S e r v i c e - E x c e l l e n c e 8 With Their Help! Must Adapt to Challenges With Various Technologies Work as a Team! To Space! A Large Team! MustWith Adapt a FewBring To Sensors! Challenges It With Us! I n t e g r i t y - S e r v i c e - E x c e l l e n c e 9 What is the DoD Enterprise DevSecOps Initiative? Joint Program with OUSD(A&S), DoD CIO, U.S. -
Using Fluentd As an Alternative to Splunk
Using Fluentd as an alternative to Splunk As infrastructure within organizations grows in size and the number of hosts, the cost of Splunk may become prohibitive. I created this document to demonstrate, step-by-step, how to implement Fluentd, Elasticsearch and Kibana to be used as a replacement for Splunk. This is a simple configuration and does not include clustering. I may add clustering in later versions. The OS used for this configuration is CentOS 6.7. The instructions for newer versions of CentOS/RHEL, and for Ubuntu may vary. All commands should be run as root or be preceded by “sudo “. © 2015 William C. Mohler Table of Contents Pre-requisites ................................................................................................................................................ 3 Create a Logical Volume and Mount Point ............................................................................................... 3 Create Directory Structure for Log Storage .............................................................................................. 3 Install or Update to the Latest Version of Java ......................................................................................... 3 NTP ............................................................................................................................................................ 4 Tweak Network Parameters ..................................................................................................................... 4 Increase Limit on File Descriptors -
Kubernetes As an Availability Manager for Microservice Based Applications Leila Abdollahi Vayghan
Kubernetes as an Availability Manager for Microservice Based Applications Leila Abdollahi Vayghan A Thesis in the Department of Computer Science and Software Engineering Presented in Partial Fulfillment of the Requirements for the Degree of Master of Computer Science at Concordia University Montreal, Quebec, Canada August 2019 © Leila Abdollahi Vayghan, 2019 CONCORDIA UNIVERSITY SCHOOL OF GRADUATE STUDIES This is to certify that the thesis prepared By: Leila Abdollahi Vayghan Entitled: Kubernetes as an Availability Manager for Microservice Based Applications and submitted in partial fulfillment of the requirements for the degree of Master in Computer Science complies with the regulations of the University and meets the accepted standards with respect to originality and quality. Signed by the final examining committee: ________________________________________________ Chair Dr. P. Rigby ________________________________________________ Internal Examiner Dr. D. Goswami ________________________________________________ Internal Examiner Dr. J. Rilling ________________________________________________ Co-Supervisor Dr. F. Khendek ________________________________________________ Co-Supervisor Dr. M. Toeroe Approved by: ___________________________________ Dr. L. Narayanan, Chair Department of Computer Science and Software Engineering _______________ 2019___ __________________________________ Dr. Amir Asif, Dean, Faculty of Engineering and Computer Science ii ABSTRACT Kubernetes as an Availability Manager for Microservice Based Applications Leila -
Immutable Infrastructure, Containers, & the Future of Microservices
Immutable infrastructure, containers, & the future of microservices Adam Miller Senior Software Engineer, Red Hat 2015-07-25 What we'll cover in this session ● Define “microservices” ● Define “containers” in the context of Linux systems ● Container Implementations in Linux ● What Immutable Infrastructure is – Example of what Immutable Infrastructure deployment workflow looks like ● Red Hat Enterprise Linux Atomic Host – How RHEL Atomic enables and enhances these concepts ● Kubernetes – Orchestrating the Immutable Infrastructure ● OpenShift – Enabling the development and container building pipeline Microservices Microservices are not entirely new. ● The vocabulary term is “new-ish” (2012 – James Lewis and Martin Fowler) ● The idea is very old – Microkernels have existed since the 1980s – Could argue that system admins have been doing this with shell scripts and pipes for years ● Applying this concept to services higher in Monolithic Kernel Microkernel the stack is a newer trend based Operating System based Operating System – Application Heavily influenced by popular technologies System Call such as web microframeworks and containers. user mode VFS IPC, File System Application UNIX Device File IPC Server Driver Server Scheduler, Virtual Memory kernel mode Device Drivers, Dispatcher, ... Basic IPC, Virtual Memory, Scheduling Hardware Hardware What are Microservices? ● Services, “the UNIX Way” – Do one thing, do it well. – Decouple tightly coupled services, make the architecture more modular. ● Loosely coupled services using programming language agnostic APIs for communication – Example: REST APIs The mythical cloud The mythical cloud Micro services Containers What are containers? ● Operating-system-level Virtualization – We (the greater Linux community) like to call them “containers” ● OK, so what is Operating-system-level Virtualization? – The multitenant isolation of multiple user Traditional OS Containers space instances or namespaces.