The adoption of new business models by an enterprise due to digital transformation has increased the complexity of IT operations (ITOps). As a result, existing IT tools can no longer meet enterprise demands. The biggest challenges ITOps face today are:
- Poor user experience on applications across geographies
- Lack of effective event management and no proactive monitoring
- More manual intervention and efforts, and minimum automation
- Inability of component-level drill down across technology platforms for a quick problem and root cause analysis
- Lack of single-pane view of IT and business process metrics Organisations have now started leveraging artificial intelligence (AI) for IT operations (AIOps) with APM (application performance monitoring) and other data sources to gain insights that improve business outcomes.
AIOps is the use of artificial intelligence (AI) for IT operations to enhance, support and automate the latter. It covers the strategic use of AI, analytics, and machine learning (ML) technologies across IT operations to simplify and streamline processes and optimise the use of IT resources.
It can be considered as a platform consisting of AI and ML engines, Big Data capabilities, and servers covering storage, compliance, infrastructure, provisioning, and backup. The AIOps platform helps in:
Esta historia es de la edición June 2023 de Open Source For You.
Comience su prueba gratuita de Magzter GOLD de 7 días para acceder a miles de historias premium seleccionadas y a más de 9,000 revistas y periódicos.
Ya eres suscriptor ? Conectar
Esta historia es de la edición June 2023 de Open Source For You.
Comience su prueba gratuita de Magzter GOLD de 7 días para acceder a miles de historias premium seleccionadas y a más de 9,000 revistas y periódicos.
Ya eres suscriptor? Conectar
Linux Foundation launches LF India to foster open source innovation and support in India
The Linux Foundation, a nonprofit organisation dedicated to driving innovation through open source, has announced the launch of LF India.
Red Hat launches Ansible Automation Platform Service on AWS
Red Hat, Inc., has announced the general availability of the Red Hat Ansible Automation Platform Service on Amazon Web Services (AWS) as a managed offering available through AWS Marketplace.
Fedora Asahi Remix 41 is now generally available
The Fedora and Asahi Linux projects have announced the general availability of Fedora Asahi Remix 41, the latest version of this distribution tailored for Apple Silicon Macs.
SageMath: A Second Glance at Cybersecurity
The eighth article in the series on SageMath explores a classical encryption scheme called the Rail Fence cipher and introduces the concept of symmetric-key encryption.
Building Cross-Platform Mobile Apps with lonic
Mobile apps are an intrinsic part of daily life today we use them to order food, groceries, taxis, and more. As these apps need to work across platforms, developers are focusing on cross-platform app development so that they code only once to create apps that function on multiple platforms. lonic is a framework that can help developers build apps faster than with native app development, while saving them time and money. Let’s learn how to install and deploy it.
Open Source AI Frameworks: Integrating AI with lot
Open source Al helps loT devices learn, adapt, and automate actions based on real-time data, improving convenience and security. Here’s an overview of six key open source Al frameworks that help integrate Al with loT, and the challenges they face.
Open Source loT: A Primer for Everyone
Open source IoT platforms promise to play a central role in shaping the future, making it possible for more people and businesses to benefit from smarter, more efficient solutions. We look at a brief history of this tech and explore emerging trends.
Using Open Source and Blockchain to Build Decentralised loT Networks
Explore how blockchain is being integrated with loT to create decentralised networks. Find out how leading open source projects like IOTA and Streamr use blockchain to ensure data integrity, security, and privacy in loT ecosystems.
Internet of Things: Running Language Models on Edge Devices
Let’s delve into the technical aspects, challenges, and benefits of deploying language models on edge/loT devices.
How Open Source is Making Quantum Computing Accessible to Everyone
Open source initiatives are breaking down the barriers to quantum computing, making it accessible to everyone. Explore what quantum computing is, the challenges of traditional adoption, how open source platforms are democratising the technology, and how you can get started in this exciting domain.
