Rootconf Hyderabad edition

On SRE, systems engineering and distributed systems

Demystifying AIOps

Submitted by Jayesh Bapu Ahire (@jbahire) via Zainab Bawa (@zainabbawa) on Aug 7, 2019

Category: Automation Section: Birds of Feather (BOF) session Status: Confirmed

Abstract

For years, IT has struggled to keep the lights on. Now that businesses are aggressively pursuing digital transformation, that battle is becoming even more difficult. The number of applications and services is exploding. Changes are now measured in seconds or minutes, instead of months or years. Approaches such as DevOps are driving this acceleration – but, unless IT operations can keep up, digitalization will inevitably hit a brick wall.

So, here’s the question. How do IT operations keep pace? How does it rise above today’s siloed IT environment, breaking down barriers and automating processes in the same way that DevOps does?

AIOps is the answer. (Artificial Intelligence for IT Operations). AIOps uses machine learning to automatically detect, diagnose, and even remediate IT service issues in real-time. That means you resolve service issues quickly and accurately – and it takes far less effort. As it evolves, AIOps will intelligently automate a wide set of IT processes, delivering benefits across the entire operational lifecycle. Instead of struggling to keep up with the ever-increasing pace of IT operations, you now leverage machines to stay ahead of the curve. AIOps streamlines and strengthens IT operations, in the same way, that continuous integration and deployment powers DevOps.

Outline

  1. Themes
    - Introduce the topic
    - Problems with DevOps and ITOA
    - What AIOps provides?
    - How AIOps can serve as solution for existing problems?
    - Existing Tools
    - War Stories

  2. Who should attend this BOF?
    Developers, Operators, SREs, System Administrators

  3. What will be the takeaway for participants?
    Participant will get to know how the modern AI approach can help us solve problems in traditional devops lifecycles and ITOA we face every day.

Requirements

  1. Knowledge of DevOps and ITOA.

Speaker bio

Jayesh Bapu Ahire is an organizer of the Pune Elasticsearch User Group and co-organizer of Pune Developers Community. Jayesh is an AI Researcher doing research on NTM’s and Distributed Neural Computers with renowned universities. He is a cloud consultant and will be launching his startup in the FinTech domain by this year-end. Jayesh has authored books on Neural Networks, Reinforcement Learning, and Simulation Hypothesis. He writes a technical blog and his articles are published in many renowned publications. He has been awarded a title of Twilio Champion by Twilio and Most Valuable Blogger by Dzone.

Links

Slides

https://docs.google.com/presentation/d/1v4aesDT9kVhUByavN9akbVKNd1Pk0YwvFN4uUpz9TPE/edit?usp=sharing

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