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The Importance of Data Security in Cloud Storage for AI Workloads

3 Mins read
cloud storage security

The global cloud computing industry, currently valued at $0.68 trillion in 2024, is set to hit $1.44 trillion by 2029, as revealed by Mordor Intelligence. However, with Generative AI technology coming into the picture, we’re looking at even more significant growth in the coming years.

But here’s the catch.

Despite these impressive growth numbers, cyber-attacks are on the rise, affecting cloud users worldwide. AI workloads, which rely heavily on cloud storage, are particularly at risk. This situation highlights the crucial need for robust cloud storage solutions designed specifically for securing AI workloads.

In this article, we’ll dive into key strategies that boost cloud data security solutions.

Establishing Scalable Infrastructure for Immutable Backup and Recovery

First up, let’s talk about setting up an infrastructure for immutable backup and recovery at scale. This approach not only bolsters an organization’s resilience against data loss or corruption but also offers several key benefits. Here are some of them:

  • Creation of Immutable Files and Objects: Immutable files ensure that data cannot be altered or deleted. This foundational security measure protects against insider threats, ransomware, and corruption-focused attacks. Additionally, immutable files also support rapid data recovery by guaranteeing an unaltered copy of the data.
  • Encryption of Data: Encryption has essentially evolved to defend against unauthorized access. Organizations are expected to utilize technologies such as these that provide the highest levels of privacy and remain effective even during data transfers.
  • Rapid Recovery of Lost Data: Fast data recovery capabilities are crucial. Companies need technologies that allow them to recover large blocks of data almost instantly in case of an attack. The focus, however, here should be on targeted, granular recovery rather than restoring the entire dataset when necessary.

Ensuring Data Mobility in Multicloud and Hybrid Cloud Environments

Data mobility is a critical capability for organizations operating across multicloud or hybrid cloud environments. It involves the secure and efficient transfer of data between various cloud providers, platforms, and infrastructures, such as virtual machines, containers, databases, and file systems. To achieve effective data mobility, consider the following practices:

  • Unified Data Management: Implement a solution that consolidates data from different silos, offering a cohesive, single-pane view across all cloud environments. This approach streamlines data mobility and helps maintain control over data, irrespective of its location.
  • Data Governance Policies: Develop and enforce comprehensive data governance policies that dictate how data is classified, stored, accessed, and transferred across cloud environments. These policies are essential for maintaining security and compliance during data migration.
  • Support for Hybrid and Multicloud Environments: Choose data management solutions designed to seamlessly support both hybrid and multicloud setups. Such solutions should enable smooth data movement and management across various cloud platforms without compromising on security or performance.
  • Data Mobility for Disaster Recovery: Leverage cloud adaptability to enhance data mobility and disaster recovery strategies. By enabling data to be accessed, replicated, and moved across multiple cloud environments, organizations can ensure business continuity and rapid recovery in the event of a disaster, thanks to the scalable and resilient infrastructure that the cloud provides.

Protect Your Data with Wasabi from ZNetLive

When dealing with ransomware, immutable cloud storage is crucial for rapid recovery. However, egress fees charged by hyperscalers can be a significant cost.

Wasabi offers a cost-effective alternative with robust security features:

  • No Egress or API Charges: Save on costs with Wasabi’s no-fee policy for data retrieval.
  • Immutable Storage: Your data is protected from deletion or encryption threats, ensuring its safety.
  • Encryption: Data is encrypted both in transit and at rest. Wasabi supports HTTPS and server-side encryption with customer-provided keys (SSE-C).
  • MFA and SSO: Strengthen security and prevent unauthorized access with multi-factor authentication (MFA) and single sign-on (SSO).
  • Replication: Benefit from intracontinental cloud replication and automatic failover for enhanced business continuity.
  • Object Lock: Utilize a write once, read many (WORM) structure to protect data from ransomware, accidental deletions, and other threats.
  • Vulnerability Reporting: Report vulnerabilities and suspicious activities through open communication channels.

Get Wasabi Cloud Storage from ZNetLive and transform your data security approach with high-performance cloud solutions. Contact us to get started and discover how Wasabi can enhance your cloud storage strategy.

Read next: How do we leverage Cloud GPUs to boost the performance of AI/ML workloads?

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Amy Sarah John

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Amy Sarah John – content writer interested to learn and write about new things. She likes to write about technology and travel. Amy spends her free time watching travel videos and traveling with family.
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