This document summarizes Christian Beedgen's presentation on logging and Docker at the Seattle Docker Meetup on October 13, 2015. It discusses the evolution of logging in Docker from simply collecting stdout/stderr pre-Docker 1.6, to the introduction of log drivers in 1.6 like syslog and null. It also covers enhancements in newer Docker versions like additional log drivers, options for the json-file driver, and upcoming log tags in 1.9 to identify logs by container metadata. The document also notes Sumo Logic's work on containerizing their log collectors and vision for comprehensive Docker monitoring.
In this deck, I quickly summarize how people have dealt with logging in Docker historically and then describe a comprehensive approach to logging and monitoring in Docker, based on research and customer interviews.
While Docker adds a welcome layer of abstraction to the deployment of applications, it also challenges assumptions on how those applications should be managed. I discuss a comprehensive approach for collecting logs and metrics into a centralized platform and dissect the latest additions to Docker itself (log drivers, stats).
Systems have fundamentally changed with the introduction and adoption of micro services like Docker, resulting in a shift in how we think about log management and analysis. Logging into a server and grepping logs is no longer a reality when dealing with thousands of container instances. While support of logging has improved on Docker over the past year, there is yet to be a widely agreed upon “standard” for Docker.
Logentries Chief Scientist Trevor Parsons recently co-hosted a webinar with Peter Elger of nearForm and Bright Fulton of Swipely where we explored three different approaches to logging on Docker, including:
Logging from within the container using a Daemon/collector
Logging outside the container, writing logs out and running a collector on the host
Using a dedicated logging container responsible for collecting and forwarding logs
Over the course of the webinar, Trevor, Peter and Bright engaged in a lively discussion, exploring the pros and cons of each option and debating which one truly represents “best practice.”They also shared insights into common events that are valuable to log, monitor and analyze,, useful Docker APIs, and services for analyzing Docker log data for a deeper understanding of your application and environments.
In this deck, I quickly summarize how people have dealt with logging in Docker historically and then describe a comprehensive approach to logging and monitoring in Docker, based on research and customer interviews.
While Docker adds a welcome layer of abstraction to the deployment of applications, it also challenges assumptions on how those applications should be managed. I discuss a comprehensive approach for collecting logs and metrics into a centralized platform and dissect the latest additions to Docker itself (log drivers, stats).
Systems have fundamentally changed with the introduction and adoption of micro services like Docker, resulting in a shift in how we think about log management and analysis. Logging into a server and grepping logs is no longer a reality when dealing with thousands of container instances. While support of logging has improved on Docker over the past year, there is yet to be a widely agreed upon “standard” for Docker.
Logentries Chief Scientist Trevor Parsons recently co-hosted a webinar with Peter Elger of nearForm and Bright Fulton of Swipely where we explored three different approaches to logging on Docker, including:
Logging from within the container using a Daemon/collector
Logging outside the container, writing logs out and running a collector on the host
Using a dedicated logging container responsible for collecting and forwarding logs
Over the course of the webinar, Trevor, Peter and Bright engaged in a lively discussion, exploring the pros and cons of each option and debating which one truly represents “best practice.”They also shared insights into common events that are valuable to log, monitor and analyze,, useful Docker APIs, and services for analyzing Docker log data for a deeper understanding of your application and environments.
Docker Engine 1.12 can be rightly called ” A Next Generation Docker Clustering & Distributed System”. Though Docker Engine 1.12 Final Release is around corner but the recent RC3 brings lots of improvements and exciting features. One of the major highlight of this release is Docker Swarm Mode which provides powerful yet optional ability to create coordinated groups of decentralized Docker Engines. Swarm Mode combines your engine in swarms of any scale. It’s self-organizing and self-healing. It enables infrastructure-agnostic topology.The newer version democratizes orchestration with out-of-box capabilities for multi-container on multi-host app deployments.
Dockerizing Symfony2 application. Why Docker is so cool And what is Docker? And what are Containers? How they works? What are the ecosystem of Docker? And how to dockerize your web application (can be based on Symfony2 framework)?
Swarm in a nutshell
• Exposes several Docker Engines as a single virtual Engine
• Serves the standard Docker API
• Extremely easy to get started
• Batteries included but swappable
Docker and Maestro for fun, development and profitMaxime Petazzoni
Presentation on MaestroNG, an orchestration and management tool for multi-host container deployments with Docker.
#lspe meetup, February 20th, 2014 at Yahoo!'s URL café.
runC: The little engine that could (run Docker containers) by Docker Captain ...Docker, Inc.
With the announcement of the OCI by Solomon Hykes at last summer's DockerCon, a Docker-contributed reference implementation of the OCI spec, called runC, was born. While some of you may have tried runC or have a history of poking at the OS layer integration library to Linux namespaces, cgroups and the like (known as libcontainer), many of you may not know what runC offers. In this talk Phil Estes, Docker engine maintainer who has also contributed to libcontainer and runC, will show what's possible using runC as a lightweight and fast runtime environment to experiment with lower-level features of the container runtime. Phil will introduce a conversion tool called "riddler", which can inspect and convert container configurations from Docker into the proper OCI configuration bundle for easy conversion between the two environments. He'll also demonstrate how to make custom configurations for trying out security features like user namespaces and seccomp profiles.
Containerd: Building a Container Supervisor by Michael CrosbyDocker, Inc.
Containerd is a container supervisor that allows users to manage the lifecycle of a container as well as interact with the container while it is executing. Containerd was built to fulfill many of the requirements that we expect from a modern supervisor all while staying small and fast. In this talk, we will discuss some of the design decisions that shaped containerd’s architecture that allows it to reattach to running containers if it was killed and how it is designed to start 100s containers in seconds.
Dockerize your Symfony application - Symfony Live NYC 2014André Rømcke
With the advent of docker it is now easier then ever to make sure you develop, test and deploy using the same environment, resulting in no more issues caused by differences or missing libraries. Talk will go into the basics of containers, docker, and showcase how you might setup a basic php + mysql environment for your symfony app.
https://joind.in/12188
In this talk, Michal Crosby will present on runC and Containerd, the internals and how they work together to start and manage containers in Docker. Afterwards, Arnaud Porterie will touch on about what was shipped in 1.11 and how it will enable some of the things we are working on for 1.12.
Docker Engine 1.12 can be rightly called ” A Next Generation Docker Clustering & Distributed System”. Though Docker Engine 1.12 Final Release is around corner but the recent RC3 brings lots of improvements and exciting features. One of the major highlight of this release is Docker Swarm Mode which provides powerful yet optional ability to create coordinated groups of decentralized Docker Engines. Swarm Mode combines your engine in swarms of any scale. It’s self-organizing and self-healing. It enables infrastructure-agnostic topology.The newer version democratizes orchestration with out-of-box capabilities for multi-container on multi-host app deployments.
Dockerizing Symfony2 application. Why Docker is so cool And what is Docker? And what are Containers? How they works? What are the ecosystem of Docker? And how to dockerize your web application (can be based on Symfony2 framework)?
Swarm in a nutshell
• Exposes several Docker Engines as a single virtual Engine
• Serves the standard Docker API
• Extremely easy to get started
• Batteries included but swappable
Docker and Maestro for fun, development and profitMaxime Petazzoni
Presentation on MaestroNG, an orchestration and management tool for multi-host container deployments with Docker.
#lspe meetup, February 20th, 2014 at Yahoo!'s URL café.
runC: The little engine that could (run Docker containers) by Docker Captain ...Docker, Inc.
With the announcement of the OCI by Solomon Hykes at last summer's DockerCon, a Docker-contributed reference implementation of the OCI spec, called runC, was born. While some of you may have tried runC or have a history of poking at the OS layer integration library to Linux namespaces, cgroups and the like (known as libcontainer), many of you may not know what runC offers. In this talk Phil Estes, Docker engine maintainer who has also contributed to libcontainer and runC, will show what's possible using runC as a lightweight and fast runtime environment to experiment with lower-level features of the container runtime. Phil will introduce a conversion tool called "riddler", which can inspect and convert container configurations from Docker into the proper OCI configuration bundle for easy conversion between the two environments. He'll also demonstrate how to make custom configurations for trying out security features like user namespaces and seccomp profiles.
Containerd: Building a Container Supervisor by Michael CrosbyDocker, Inc.
Containerd is a container supervisor that allows users to manage the lifecycle of a container as well as interact with the container while it is executing. Containerd was built to fulfill many of the requirements that we expect from a modern supervisor all while staying small and fast. In this talk, we will discuss some of the design decisions that shaped containerd’s architecture that allows it to reattach to running containers if it was killed and how it is designed to start 100s containers in seconds.
Dockerize your Symfony application - Symfony Live NYC 2014André Rømcke
With the advent of docker it is now easier then ever to make sure you develop, test and deploy using the same environment, resulting in no more issues caused by differences or missing libraries. Talk will go into the basics of containers, docker, and showcase how you might setup a basic php + mysql environment for your symfony app.
https://joind.in/12188
In this talk, Michal Crosby will present on runC and Containerd, the internals and how they work together to start and manage containers in Docker. Afterwards, Arnaud Porterie will touch on about what was shipped in 1.11 and how it will enable some of the things we are working on for 1.12.
Websummit 2016 b1nate.i0 presentation - With agile development processes transforming software creation and deployment, they are delivering these new services at record speed for business. The outcomes? For starters: new market wealth and tremendous competitive pressures for traditional businesses trying to make the shift.
Catching up with what has happened with logging in Docker since late 2014 all the way up to the recently released Docker 0.10. Also, presenting my view on a comprehensive approach to monitoring Docker using the API to get events, logs, stats with a little bit of self promotion in pointing out that we have recently released an implementation of comprehensive monitoring as part of a Sumo Logic collector source.
Our secure remote connectivity tool provides full video recording of all work our engineers perform on client systems. We have requirements to analyze the video log to detect suspicious activity, provide forensic and root cause analysis capabilities. Some of the obvious use cases include detection of credit card patterns or personally identifiable information (PII) as well as malicious activity like dropping database objects. We need to process hundreds of gigabytes per day representing thousands of hours of video. Our solution leverages a variety of Hadoop components to perform optical text recognition and indexing, keyboard and mouse movement analysis as well as integration with variety of other data sources such as our monitoring, documentation, ticketing and communication systems. We will present our complete architecture starting from multi-source data ingestion through data processing and analysis up to the end user interface, reporting and integration layer.
Slides of Maxime Petazzoni's talk at the Palo Alto Docker Meetup on September 1st, 2015. Discusses how we use Docker to power our software development lifecycle and run our production environments, as well as how to monitor Dockerized deployments and applications, in particular with SignalFx.
The recent launch of the Docker Init command has significantly simplified the process of generating Dockerfiles and Docker Compose templates for containerized applications. This presentation aims to explore the evolution of Docker deployment resources generation process, comparing its approach prior to the Docker Init command release and discussing the way forward. Before the introduction of the Docker Init command, I've been delivering some projects like the "alfresco-docker-installer"[1], which provides custom scripts and configurations to streamline the process of deploying Alfresco in Docker containers. These kinds of projects use tools like Yeoman or raw Python. There are some differences between a Docker Template for a technology (Go, Python, Node or Rust) and a Docker Template for a product (like Alfresco) that may be covered when generating automatic deployment resources. This presentation will delve into the methodologies employed before the Docker Init command:
Custom Dockerfile Extension
Compose Template for a complete product deployment, including a set of services like the database, content repository, search engine, or web application
Configuration Management, including techniques such as environment variable injection, externalized configuration files, and configuration overrides
Following the release of the Docker Init command, this presentation will provide insights into the possibilities and advantages it brings to complex products Docker deployment process. A PoC of a Docker Plugin, including this product-oriented approach for docker init, will be demoed live. >> Note that the Open Source Alfresco product is used only to explain the concepts of building a Docker Compose generator with a real example.
Maxime Petazzoni, Software Engineer at SignalFx, presents how we use Docker and how we monitor containers in production.
SignalFx has been using using Docker since November 2013. We have running Docker in prod ever since we’ve had a “prod” and back when Docker’s README said “DO NOT RUN IN PRODUCTION”.
Introductory seminar on Docker and its components (networks and Compose in particular). Focused on going through some basic concepts, mention some more advanced topics, and introduce a practical workshop held on the same evening.
CloudStack / Saltstack lightning talk at DevOps AmsterdamSebastien Goasguen
This is my lightning talk from DevOps days Amsterdam on June 14th. I present a quick hack I did during LinuxTag berlin. Saltstack is an alternative to Puppet and Chef, written in Python it has an active community and is easy to use. Saltstack has a cloud client called salt-cloud which can use apache libcloud to interact with Cloud providers. I created a coudstack driver in saltstack and patched libcloud to be able to use salt on a CloudStack cloud. This talk lasted 5 minutes as per the rules of DevOps Lightning talk.
Tokyo OpenStack Summit 2015: Unraveling Docker SecurityPhil Estes
A Docker security talk that Salman Baset and Phil Estes presented at the Tokyo OpenStack Summit on October 29th, 2015. In this talk we provided an overview of the security constraints available to Docker cloud operators and users and then walked through a "lessons learned" from experiences operating IBM's public Bluemix container cloud based on Docker container technology.
Docker is going to change the way services are deployed by encapsulating them, thus provide a robust and complete continous development/deployment workflow. But how is docker impacting the compute part of HPC? Containerization uses kernel functions (Namespaces/CGroups) to encapsulate the processes, while allowing a fain grained customization of the compute stack; sitting on top of a stripped down bare-metal OS that provides basic services.
This sessions aims to explore if docker already is the 'virtualization' technique the HPC community is waiting for.
Could a distributed MPI job across multiple containers placed on different physical nodes beat a natively started job?
Globus Compute wth IRI Workflows - GlobusWorld 2024Globus
As part of the DOE Integrated Research Infrastructure (IRI) program, NERSC at Lawrence Berkeley National Lab and ALCF at Argonne National Lab are working closely with General Atomics on accelerating the computing requirements of the DIII-D experiment. As part of the work the team is investigating ways to speedup the time to solution for many different parts of the DIII-D workflow including how they run jobs on HPC systems. One of these routes is looking at Globus Compute as a way to replace the current method for managing tasks and we describe a brief proof of concept showing how Globus Compute could help to schedule jobs and be a tool to connect compute at different facilities.
Enhancing Research Orchestration Capabilities at ORNL.pdfGlobus
Cross-facility research orchestration comes with ever-changing constraints regarding the availability and suitability of various compute and data resources. In short, a flexible data and processing fabric is needed to enable the dynamic redirection of data and compute tasks throughout the lifecycle of an experiment. In this talk, we illustrate how we easily leveraged Globus services to instrument the ACE research testbed at the Oak Ridge Leadership Computing Facility with flexible data and task orchestration capabilities.
AI Pilot Review: The World’s First Virtual Assistant Marketing SuiteGoogle
AI Pilot Review: The World’s First Virtual Assistant Marketing Suite
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https://sumonreview.com/ai-pilot-review/
AI Pilot Review: Key Features
✅Deploy AI expert bots in Any Niche With Just A Click
✅With one keyword, generate complete funnels, websites, landing pages, and more.
✅More than 85 AI features are included in the AI pilot.
✅No setup or configuration; use your voice (like Siri) to do whatever you want.
✅You Can Use AI Pilot To Create your version of AI Pilot And Charge People For It…
✅ZERO Manual Work With AI Pilot. Never write, Design, Or Code Again.
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See My Other Reviews Article:
(1) TubeTrivia AI Review: https://sumonreview.com/tubetrivia-ai-review
(2) SocioWave Review: https://sumonreview.com/sociowave-review
(3) AI Partner & Profit Review: https://sumonreview.com/ai-partner-profit-review
(4) AI Ebook Suite Review: https://sumonreview.com/ai-ebook-suite-review
Navigating the Metaverse: A Journey into Virtual Evolution"Donna Lenk
Join us for an exploration of the Metaverse's evolution, where innovation meets imagination. Discover new dimensions of virtual events, engage with thought-provoking discussions, and witness the transformative power of digital realms."
Developing Distributed High-performance Computing Capabilities of an Open Sci...Globus
COVID-19 had an unprecedented impact on scientific collaboration. The pandemic and its broad response from the scientific community has forged new relationships among public health practitioners, mathematical modelers, and scientific computing specialists, while revealing critical gaps in exploiting advanced computing systems to support urgent decision making. Informed by our team’s work in applying high-performance computing in support of public health decision makers during the COVID-19 pandemic, we present how Globus technologies are enabling the development of an open science platform for robust epidemic analysis, with the goal of collaborative, secure, distributed, on-demand, and fast time-to-solution analyses to support public health.
Paketo Buildpacks : la meilleure façon de construire des images OCI? DevopsDa...Anthony Dahanne
Les Buildpacks existent depuis plus de 10 ans ! D’abord, ils étaient utilisés pour détecter et construire une application avant de la déployer sur certains PaaS. Ensuite, nous avons pu créer des images Docker (OCI) avec leur dernière génération, les Cloud Native Buildpacks (CNCF en incubation). Sont-ils une bonne alternative au Dockerfile ? Que sont les buildpacks Paketo ? Quelles communautés les soutiennent et comment ?
Venez le découvrir lors de cette session ignite
Cyaniclab : Software Development Agency Portfolio.pdfCyanic lab
CyanicLab, an offshore custom software development company based in Sweden,India, Finland, is your go-to partner for startup development and innovative web design solutions. Our expert team specializes in crafting cutting-edge software tailored to meet the unique needs of startups and established enterprises alike. From conceptualization to execution, we offer comprehensive services including web and mobile app development, UI/UX design, and ongoing software maintenance. Ready to elevate your business? Contact CyanicLab today and let us propel your vision to success with our top-notch IT solutions.
top nidhi software solution freedownloadvrstrong314
This presentation emphasizes the importance of data security and legal compliance for Nidhi companies in India. It highlights how online Nidhi software solutions, like Vector Nidhi Software, offer advanced features tailored to these needs. Key aspects include encryption, access controls, and audit trails to ensure data security. The software complies with regulatory guidelines from the MCA and RBI and adheres to Nidhi Rules, 2014. With customizable, user-friendly interfaces and real-time features, these Nidhi software solutions enhance efficiency, support growth, and provide exceptional member services. The presentation concludes with contact information for further inquiries.
How Recreation Management Software Can Streamline Your Operations.pptxwottaspaceseo
Recreation management software streamlines operations by automating key tasks such as scheduling, registration, and payment processing, reducing manual workload and errors. It provides centralized management of facilities, classes, and events, ensuring efficient resource allocation and facility usage. The software offers user-friendly online portals for easy access to bookings and program information, enhancing customer experience. Real-time reporting and data analytics deliver insights into attendance and preferences, aiding in strategic decision-making. Additionally, effective communication tools keep participants and staff informed with timely updates. Overall, recreation management software enhances efficiency, improves service delivery, and boosts customer satisfaction.
Gamify Your Mind; The Secret Sauce to Delivering Success, Continuously Improv...Shahin Sheidaei
Games are powerful teaching tools, fostering hands-on engagement and fun. But they require careful consideration to succeed. Join me to explore factors in running and selecting games, ensuring they serve as effective teaching tools. Learn to maintain focus on learning objectives while playing, and how to measure the ROI of gaming in education. Discover strategies for pitching gaming to leadership. This session offers insights, tips, and examples for coaches, team leads, and enterprise leaders seeking to teach from simple to complex concepts.
Listen to the keynote address and hear about the latest developments from Rachana Ananthakrishnan and Ian Foster who review the updates to the Globus Platform and Service, and the relevance of Globus to the scientific community as an automation platform to accelerate scientific discovery.
Prosigns: Transforming Business with Tailored Technology SolutionsProsigns
Unlocking Business Potential: Tailored Technology Solutions by Prosigns
Discover how Prosigns, a leading technology solutions provider, partners with businesses to drive innovation and success. Our presentation showcases our comprehensive range of services, including custom software development, web and mobile app development, AI & ML solutions, blockchain integration, DevOps services, and Microsoft Dynamics 365 support.
Custom Software Development: Prosigns specializes in creating bespoke software solutions that cater to your unique business needs. Our team of experts works closely with you to understand your requirements and deliver tailor-made software that enhances efficiency and drives growth.
Web and Mobile App Development: From responsive websites to intuitive mobile applications, Prosigns develops cutting-edge solutions that engage users and deliver seamless experiences across devices.
AI & ML Solutions: Harnessing the power of Artificial Intelligence and Machine Learning, Prosigns provides smart solutions that automate processes, provide valuable insights, and drive informed decision-making.
Blockchain Integration: Prosigns offers comprehensive blockchain solutions, including development, integration, and consulting services, enabling businesses to leverage blockchain technology for enhanced security, transparency, and efficiency.
DevOps Services: Prosigns' DevOps services streamline development and operations processes, ensuring faster and more reliable software delivery through automation and continuous integration.
Microsoft Dynamics 365 Support: Prosigns provides comprehensive support and maintenance services for Microsoft Dynamics 365, ensuring your system is always up-to-date, secure, and running smoothly.
Learn how our collaborative approach and dedication to excellence help businesses achieve their goals and stay ahead in today's digital landscape. From concept to deployment, Prosigns is your trusted partner for transforming ideas into reality and unlocking the full potential of your business.
Join us on a journey of innovation and growth. Let's partner for success with Prosigns.
Code reviews are vital for ensuring good code quality. They serve as one of our last lines of defense against bugs and subpar code reaching production.
Yet, they often turn into annoying tasks riddled with frustration, hostility, unclear feedback and lack of standards. How can we improve this crucial process?
In this session we will cover:
- The Art of Effective Code Reviews
- Streamlining the Review Process
- Elevating Reviews with Automated Tools
By the end of this presentation, you'll have the knowledge on how to organize and improve your code review proces
Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...Globus
The Earth System Grid Federation (ESGF) is a global network of data servers that archives and distributes the planet’s largest collection of Earth system model output for thousands of climate and environmental scientists worldwide. Many of these petabyte-scale data archives are located in proximity to large high-performance computing (HPC) or cloud computing resources, but the primary workflow for data users consists of transferring data, and applying computations on a different system. As a part of the ESGF 2.0 US project (funded by the United States Department of Energy Office of Science), we developed pre-defined data workflows, which can be run on-demand, capable of applying many data reduction and data analysis to the large ESGF data archives, transferring only the resultant analysis (ex. visualizations, smaller data files). In this talk, we will showcase a few of these workflows, highlighting how Globus Flows can be used for petabyte-scale climate analysis.
Unleash Unlimited Potential with One-Time Purchase
BoxLang is more than just a language; it's a community. By choosing a Visionary License, you're not just investing in your success, you're actively contributing to the ongoing development and support of BoxLang.
Exploring Innovations in Data Repository Solutions - Insights from the U.S. G...Globus
The U.S. Geological Survey (USGS) has made substantial investments in meeting evolving scientific, technical, and policy driven demands on storing, managing, and delivering data. As these demands continue to grow in complexity and scale, the USGS must continue to explore innovative solutions to improve its management, curation, sharing, delivering, and preservation approaches for large-scale research data. Supporting these needs, the USGS has partnered with the University of Chicago-Globus to research and develop advanced repository components and workflows leveraging its current investment in Globus. The primary outcome of this partnership includes the development of a prototype enterprise repository, driven by USGS Data Release requirements, through exploration and implementation of the entire suite of the Globus platform offerings, including Globus Flow, Globus Auth, Globus Transfer, and Globus Search. This presentation will provide insights into this research partnership, introduce the unique requirements and challenges being addressed and provide relevant project progress.
Experience our free, in-depth three-part Tendenci Platform Corporate Membership Management workshop series! In Session 1 on May 14th, 2024, we began with an Introduction and Setup, mastering the configuration of your Corporate Membership Module settings to establish membership types, applications, and more. Then, on May 16th, 2024, in Session 2, we focused on binding individual members to a Corporate Membership and Corporate Reps, teaching you how to add individual members and assign Corporate Representatives to manage dues, renewals, and associated members. Finally, on May 28th, 2024, in Session 3, we covered questions and concerns, addressing any queries or issues you may have.
For more Tendenci AMS events, check out www.tendenci.com/events
Innovating Inference - Remote Triggering of Large Language Models on HPC Clus...Globus
Large Language Models (LLMs) are currently the center of attention in the tech world, particularly for their potential to advance research. In this presentation, we'll explore a straightforward and effective method for quickly initiating inference runs on supercomputers using the vLLM tool with Globus Compute, specifically on the Polaris system at ALCF. We'll begin by briefly discussing the popularity and applications of LLMs in various fields. Following this, we will introduce the vLLM tool, and explain how it integrates with Globus Compute to efficiently manage LLM operations on Polaris. Attendees will learn the practical aspects of setting up and remotely triggering LLMs from local machines, focusing on ease of use and efficiency. This talk is ideal for researchers and practitioners looking to leverage the power of LLMs in their work, offering a clear guide to harnessing supercomputing resources for quick and effective LLM inference.
Software Engineering, Software Consulting, Tech Lead.
Spring Boot, Spring Cloud, Spring Core, Spring JDBC, Spring Security,
Spring Transaction, Spring MVC,
Log4j, REST/SOAP WEB-SERVICES.
1. Sumo Logic Confidential
Logging & Docker
Christian Beedgen, CTO & Co-Founder, Sumo Logic
Seattle Docker Meetup, October 13, 2015
2. Sumo Logic Confidential
$ whoami
• Co-Founder & CTO, Sumo Logic
Cloud-based Machine Data Analytics Service
Applications, Operations, Security
• Chief Architect, ArcSight
Major SIEM player in the enterprise space
Log Management for security and compliance
17. Sumo Logic Confidential
December 2014, New York Cityhttp://www.slideshare.net/raychaser/
6-million-ways-to-log-in-docker-nyc-
docker-meetup-12172014
22. Sumo Logic Confidential
Pre-Docker 1.6
• Docker simply collects stdout and stderr from a container
• Wrapped in a bit of JSON and stored on disk
23. Sumo Logic Confidential
Pre-Docker 1.6
• Docker simply collects stdout and stderr from a container
• Wrapped in a bit of JSON and stored on disk
24. Sumo Logic Confidential
Pre-Docker 1.6
• Docker simply collects stdout and stderr from a container
• Wrapped in a bit of JSON and stored on disk
25. Sumo Logic Confidential
Pre-Docker 1.6
• Docker simply collects stdout and stderr from a container
• Wrapped in a bit of JSON and stored on disk
26. Sumo Logic Confidential
Pre-Docker 1.6
• Early hardcore crowd would just collect /var/lib/docker/containers/**
• And then of course there’s the UX: docker logs
• docker logs is using a daemon API for getting the logs
• This leads to logspout – attach to API, forward to Syslog
• https://github.com/gliderlabs/logspout
27. Sumo Logic Confidential
Docker 1.6 Introduced Log Drivers
• Hallelujah
• Initially supports json-file, syslog, null
• json-file – default, this is the old mechanism
– Continues to this day to be required for API access and docker logs
• docker run -–log-driver syslog …
– Sends to local Syslog, no more writing to disk
• docker run –-log-driver null
– STFU, basically
28. Sumo Logic Confidential
Docker 1.7 Introduces --log-opt
• Now we can pass parameters to the log drivers!
• docker run
--log-driver syslog
--log-opt syslog-address=(udp|tcp)://…
--log-opt syslog-facility=(kern|daemon|user|local0|…)
--log-opt syslog-tag=“myapp”
• Forward directly to local Syslog aggregator, or to a cloud-based logging service
• Docker 1.7 also added support to log to journald
30. Sumo Logic Confidential
Also in Docker 1.8 – Options For json-file
• json-file still the default, still required for docker logs and /logs API
• Long standing problem – will eventually fill up your disk
• Folks have been using logrotate hacks…
• Now, json-file log driver can be configured:
• Basically, keep up to max-file files, roll current at max-size
31. Sumo Logic Confidential
Coming In Docker 1.9 – Log Tags
• Many containers can share a single aggregator downstream the log driver
• All this muxing creates a problem – which log from which container?
• Basically, there is a loss of meta data
• Log Tags enable to use of container meta data as part of each message
• --log-opt tag="{{.ImageName}}/{{.Name}}/{{.ID}}"
• Oct 13 18:33:19 play docker/hello-world/foobar/5790672ab6a0[9103]:
Hello from Docker.
32. Sumo Logic Confidential
Coming In Docker 1.9 – Log Tags
• Many containers can share a single aggregator downstream the log driver
• All this muxing creates a problem – which log from which container?
• Basically, there is a loss of meta data
• Log Tags enable to use of container meta data as part of each message
• --log-opt tag="{{.ImageName}}/{{.Name}}/{{.ID}}"
• Oct 13 18:33:19 play docker/hello-world/foobar/5790672ab6a0[9103]:
Hello from Docker.
33. Sumo Logic Confidential
Coming In Docker 1.9 – Log Tags
• Many containers can share a single aggregator downstream the log driver
• All this muxing creates a problem – which log from which container?
• Basically, there is a loss of meta data
• Log Tags enable to use of container meta data as part of each message
• --log-opt tag="{{.ImageName}}/{{.Name}}/{{.ID}}"
• Oct 13 18:33:19 play docker/hello-world/foobar/5790672ab6a0[9103]:
Hello from Docker.
34. Sumo Logic Confidential
Coming In Docker 1.9 – Log Tags
• Many containers can share a single aggregator downstream the log driver
• All this muxing creates a problem – which log from which container?
• Basically, there is a loss of meta data
• Log Tags enable to use of container meta data as part of each message
• --log-opt tag="{{.ImageName}}/{{.Name}}/{{.ID}}"
• Oct 13 18:33:19 play docker/hello-world/foobar/5790672ab6a0[9103]:
Hello from Docker.
35. Sumo Logic Confidential
What Is Sumo Working On?
• We have containerized our collectors
– https://github.com/SumoLogic/sumologic-collector-docker
– docker run -d -p 514:514 -p 514:514/udp
--name="sumo-logic-collector"
sumologic/collector:latest-syslog
[Access ID] [Access key]
– https://www.sumologic.com/2015/09/09/update-on-logging-with-docker/
36. Sumo Logic Confidential
What Is Sumo Working On?
• We are working towards our vision of Comprehensive Monitoring
– https://www.sumologic.com/2015/06/16/comprehensive-monitoring-for-docker-more-than-just-logs/
• We have released an initial App for Docker at DockerCon 2015