JOURNAL ARTICLE

Tactical Cloud Cost Optimization: A Deep Dive into Resource Utilization and Allocation

Venkata Sasidhar Kanumuri

Year: 2022 Journal:   Zenodo (CERN European Organization for Nuclear Research)   Publisher: European Organization for Nuclear Research

Abstract

In today's dynamic cloud landscape, optimizing costs remains an essential endeavor. This article equips you with the knowledge and tools to navigate this challenge effectively. We'll delve into the tactical strategies for maximizing resource utilization and allocation, ultimately leading to significant cost savings. Your journey to cloud cost mastery starts with understanding core concepts like resource usage and allocation, the foundation for effective cloud cost control. We'll then explore best practices for right-sizing VMs, leveraging autoscaling, and utilizing reserved and spot instances for cost-optimized resource management. Uncover the potential of containerization, serverless computing, and machine learning to optimize resource utilization further and unlock cost savings through advanced techniques. Learn the importance of establishing cloud cost budgets, utilizing cost monitoring and reporting tools, and implementing cost allocation and chargeback strategies in multi-tenant environments. Discover best practices for fostering a continuous cloud cost optimization culture, including dedicated teams, regular cost reviews, and ongoing user education. Finally, we'll explore the evolving landscape of cloud cost optimization, examining the impact of FinOps adoption, Artificial Intelligence (AI) and Machine Learning (ML), serverless cost optimization, and the growing focus on cloud sustainability.

Keywords:
Cloud computing Resource (disambiguation) Resource allocation Resource management (computing) Cost reduction Cost driver Cost effectiveness

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Topics

Cloud Computing and Resource Management
Physical Sciences →  Computer Science →  Information Systems
Big Data and Digital Economy
Physical Sciences →  Computer Science →  Information Systems
Advanced Technology in Applications
Physical Sciences →  Computer Science →  Information Systems

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