Whitepaper 'FinOps and cost management for Kubernetes'
Please consider giving OptScale a Star on GitHub, it is 100% open source. It would increase its visibility to others and expedite product development. Thank you!
Webinar 'FinOps and cloud cost optimization for ML/AI workloads.' Register here →
Ebook 'From FinOps to proven cloud cost management & optimization strategies'
OptScale — FinOps
FinOps overview
Cost optimization:
MS Azure
Google Cloud
Alibaba Cloud
OptScale — MLOps
ML/AI Profiling
ML/AI Optimization
Big Data Profiling
Acura — Cloud migration
Database replatforming
Migration to:
MS Azure
Google Cloud
Alibaba Cloud
Public Cloud
Migration from:
Acura — DR & cloud backup
Migration to:
MS Azure
Google Cloud
Alibaba Cloud

Analyzing the strengths and weaknesses of the Google Cloud Platform

In the vast expanse of cloud computing, Google Cloud Platform is a significant contender, navigating a competitive landscape alongside industry giants like AWS. Yet, with the advent of more economical alternatives, those contemplating GCP might need clarification on whether it offers the most bang for their buck. Every cloud platform has advantages and challenges, and choosing the right one requires a comprehensive evaluation of available options. This article delves into GCP’s nuanced pros and cons, aiming to guide potential users in making informed decisions.

Google Cloud customer finops stories and cost optimization advice
Google Cloud Platform advantages

Advantages of Google Cloud Platform


Critical management service: KMS enhances security within GCP by providing a dedicated essential management service. It enables the generation, use, and management of encryption keys, ensuring the protection of sensitive data at rest and in transit. However, concerns may arise for businesses with strict control requirements for encryption keys, particularly in highly regulated industries, as GCP manages the encryption key storage and usage infrastructure.
Introduction to GCP security features: Security is paramount when safeguarding valuable data against unauthorized access. Google Cloud Platform offers a suite of robust security features designed to meet the stringent demands of the tech industry, collectively contributing to a fortified data protection strategy.
Security Command Center: The Security Command Center (SCC) is a centralized hub for monitoring and managing security threats within GCP. It provides comprehensive visibility into the cloud environment, identifying vulnerabilities, tracking compliance, and responding effectively to security incidents. Users should exercise caution, as SCC’s monitoring coverage may not encompass all GCP services or third-party integrations, necessitating a thorough evaluation and potential use of supplementary security tools or configurations.
Identity and access management: IAM within GCP empowers users to establish granular access controls and define permissions for users and resources. Where it,
    Enables precise management of user identities.
    Facilitates role assignment for defined responsibilities.
    Establishes fine-grained access policies for secure cloud resource management.
    Complexity may arise in configuring and managing IAM, particularly for businesses with intricate access control requirements.
    Limitations include project-specific IAM roles, potentially complicating access setup across multiple projects or organizations.

This rearrangement provides a unique perspective on GCP’s security measures, emphasizing different aspects of each feature to enhance understanding.

Global connectivity advantage

At the core of the Google Cloud Platform (GCP) lies an unparalleled network of data centers, granting unprecedented accessibility to your applications. This distinctive feature becomes a strategic asset for businesses navigating regulatory intricacies, especially in regions like the European Union, where local data center compliance is imperative. Moreover, it empowers companies with the freedom to seamlessly incorporate multi-region redundancy or strategically opt for cost-effective hosting in different global locales.

Pioneering technological advancements

Google Cloud Platform (GCP) stands out for continuously introducing groundbreaking features and enhancements, positioning businesses on the leading edge of technological progress. GCP’s diverse suite of tools empowers enterprises to unlock the potential of data, establish robust and scalable infrastructure, and harness cutting-edge functionalities, including the prowess of machine learning. In today’s fiercely competitive market, strategically utilizing the latest technologies is not merely advantageous but imperative for sustaining a competitive edge.

However, the allure of having access to these innovative features comes with a strategic caveat. While integrating these advancements into virtual machines (VMs) seems enticing, the economic implications warrant careful consideration. The incremental increase in cloud costs associated with integrating such features becomes a pertinent concern, especially in scenarios where numerous VMs are operational. This underscores the need to meticulously evaluate the cost-effectiveness of incorporating these features into each VM, ensuring an informed and economically sound approach to technological adoption.

Versatility in service offerings

Distinguishing itself with a diverse and dynamic service portfolio, GCP goes beyond the conventional cloud computing landscape. GCP provides a unique and comprehensive suite of services, from cutting-edge computing and networking solutions to robust storage, big data analytics, machine learning, and efficient management tools. This distinctive versatility ensures that businesses have the autonomy to curate a tailored toolkit, precisely aligning with their distinct needs for building and orchestrating applications.

Google Cloud Platform disadvantages

Drawbacks of Google Cloud Platform

Security apprehensions

For businesses entrusted with safeguarding sensitive data, there may be lingering concerns regarding GCP’s security infrastructure. While GCP takes pride in its robust security features and adherence to industry-leading practices for customer data protection, no system can assert absolute immunity to evolving security risks. The ever-shifting landscape of cybersecurity threats demands constant vigilance and proactive measures. Previously highlighted were concerns related to GCP’s security features, providing insights without reiterating the details here.

Complex pricing dynamics

Navigating GCP’s pricing structure can be complex, posing challenges for businesses striving to accurately forecast and manage their cloud computing expenditures.
  • The intricacies arise because the cost of a virtual machine (VM) does not include essential components like storage and bandwidth.
  • Misleading quotes may result from a lack of comprehensive understanding of requirements, mainly when different individuals handle cloud usage and procurement in most businesses.
  • Collaboration with end-users is essential to anticipate and prevent unforeseen expenses. This involves gathering precise requirements such as RAM, vCPU, storage, bandwidth, additional service add-ons, bursting predictions, and expectations for workload growth.
  • Limited support offerings

    GCP’s support options may be restricted, potentially causing impediments for businesses seeking expeditious assistance. Support constraints can impede the pace and effectiveness of issue resolution, resulting in delays for businesses needing timely technical guidance or troubleshooting assistance. This directly impacts system availability, performance, and overall productivity.

    Businesses can explore additional measures to address the potential challenges arising from limited support. These may include investments in internal expertise, community forums, knowledge base utilization, engagement with third-party support providers, or consideration of professional services offered by GCP’s certified partners.

    Free cloud cost optimization & enhanced ML/AI resource management for a lifetime

    In summary

    In cloud computing, Google Cloud Platform (GCP) emerges as a strong contender, competing with industry giants like AWS. This article meticulously explored the advantages and drawbacks of GCP, delving into its security features, pricing intricacies, and support offerings. While GCP impresses with its global connectivity advantage, pioneering technological advancements, and versatile service portfolio, concerns about security and limited support options prompt careful consideration. The decision to adopt GCP hinges on businesses’ specific needs, requiring a nuanced evaluation of the platform’s strengths and potential challenges to make informed and strategic choices in the ever-evolving landscape of cloud services.

    If you are a ☁️GCP user, Hystax OptScale offers the first-ever open source FinOps & MLOps solution for any cloud workload under Apache 2.0.

    OptScale is currently the solution of choice for PwC, Ives Rocher, Nokia, DHL, Airbus, and more iconic brands for its FinOps and MLOps enablement with the ability to offer them a platform that promotes complete expense tracking and cloud cost visibility, resource and infrastructure optimization, countless optimization recommendations, efficient cloud usage experience to enhance business performance, and ML/AI efficiency and cost reduction → https://hystax.com/hystax-optscale-offers-the-first-ever-open-source-finops-multi-cloud-cost-management-solution/

    Enter your email to be notified about new and relevant content.

    Thank you for joining us!

    We hope you'll find it usefull

    You can unsubscribe from these communications at any time. Privacy Policy

    News & Reports

    FinOps and MLOps

    A full description of OptScale as a FinOps and MLOps open source platform to optimize cloud workload performance and infrastructure cost. Cloud cost optimization, VM rightsizing, PaaS instrumentation, S3 duplicate finder, RI/SP usage, anomaly detection, + AI developer tools for optimal cloud utilization.

    FinOps, cloud cost optimization and security

    Discover our best practices: 

    • How to release Elastic IPs on Amazon EC2
    • Detect incorrectly stopped MS Azure VMs
    • Reduce your AWS bill by eliminating orphaned and unused disk snapshots
    • And much more deep insights

    FinOps and cloud cost optimization for ML/AI workloads

    Join our live demo on 7th 
    May and discover how OptScale allows running ML/AI or any type of workload with optimal performance and infrastructure cost.