Data Security

Redefining Boundaries: Sotero’s Data-Centric Approach to Edge Computing

rectangle Written by: Anne Gotay rectangle 2 5 min read

Centralized data stores, once standard and crucial for traditional applications, have become outdated due to technology advancements and the massive increase in data generation, highlighting issues with latency, bandwidth use, and privacy inherent in centralized approaches.

Edge computing, a paradigm shift in processing and data storage, brings these functions closer to the data’s origin. This strategic move not only enhances response times and conserves bandwidth but is also a proactive response to the limitations that haunted centralized cloud computing infrastructures, particularly latency, bandwidth consumption, and privacy concerns.

Unlike the traditional practice of sending data generated by devices, such as smartphones and IoT devices, to central data centers for processing and receiving the results back, edge computing minimizes these often cumbersome and delay-inducing steps. For example, an edge server within a city can promptly process data from nearby devices, dramatically cutting down latency and bandwidth usage compared to transmitting data to a remote data center.

This local approach to data processing makes edge computing invaluable for applications that demand real-time processing and analysis. It also proves beneficial in areas with constrained connectivity to central data centers, effectively addressing and navigating the new security challenges presented by the decentralization of data.

An impressionist-style painting depicting Sotero's data-centric approach to edge computing. The landscape features edge computing nodes scattered across, interconnected with vibrant data streams, illustrated in a palette of brand colors. The artwork emphasizes the dynamic, decentralized network of edge computing and the secure, data-centric approach of Sotero's technology.

The Limitations of Traditional Security Solutions

Traditional security models have long focused on perimeter security, crafting virtual walls and moats designed to shield data meticulously. These digital fortifications were erected with the belief that centralized data stores needed robust external defenses. However, with the advent of cloud technology, the widespread adoption of third-party collaborations, and the surge in remote work practices, data has increasingly been dispersed beyond these conventional perimeters.

Decentralization renders the old walls and moats ineffective, prompting security dynamics to shift focus from “where” data resides to “how” it is safeguarded. The evolving landscape requires reevaluating the current paradigm, pivoting the emphasis towards defending the data itself, not the vaults traditionally used for storage. This shift necessitates adopting and implementing control mechanisms explicitly designed to protect data wherever it exists, linking security measures inherently with the data they defend instead of confining them to a specific location.

Data-Centric Security with Sotero

Sotero adopts a Data-Centric Security approach, shifting the emphasis from guarding access points to focusing on the data. Unlike legacy solutions, Sotero integrates directly with applications irrespective of location—in the cloud, on-premises, or within a hybrid environment—placing crucial security controls on the data. This innovative approach not only significantly mitigates the risk of both insider and external threats but also operates under the assumption that threats already exist within the perimeter, thereby enhancing the overall protection and security of the data.

Role-Based Access Controls and Encryption: Fortifying Data

Sotero’s core strength lies in perimeter security and fundamentally in implementing Role-Based Access Controls (RBAC) and robust encryption. By applying these dual layers of security, Sotero ensures that only individuals with the appropriate permissions can access the data. This security layer remains steadfast, irrespective of the data’s location or the user’s access point.

With a focus on simplifying management, Sotero’s approach manages access at the group level rather than at an individual level, streamlining the process and applying it universally across the organization. Thus, organizations are equipped with the essential tools to use least privilege access, ensuring users have the necessary access required to perform their tasks—no more or less. This not only fortifies security but also simplifies access management efficiently and effectively.

Harnessing Machine Learning for Advanced Data Protection

Sotero uses Machine Learning (ML) for enhanced data protection beyond encryption and RBAC. Its system includes intelligent ML algorithms that carefully analyze access records. These algorithms help Sotero quickly identify normal access patterns per user and spot irregularities, such as access from new locations at strange hours or requests for unusual data sets. This method helps catch threats early, limiting the damage from attacks or accidental misuse.


Unpacking the Benefits of Sotero’s Approach

The merits of Sotero’s data protection go beyond just security:

  1. Premise-agnostic Data Protection: Data remains secure irrespective of its domicile, be it in the cloud, SaaS applications, or any other platform.
  2. Scalability and Cost Efficiency: Organizations can embrace scalable cloud environments and realize significant cost savings by eliminating the need for centralized data migration and maintenance.
  3. Holistic Security View: Integrated with existing SIEM or IaaS, Sotero provides a unified security dashboard, streamlining data protection management.
  4. Swift and Seamless Integration: With no server-side software or additional coding requirements, Sotero easily meshes with existing applications, accelerating your infrastructure’s protection.

User Experience: Uninterrupted and Unaware

A defining feature of Sotero is its invisible integration into the user’s workflow. When Sotero’s protection mechanisms are in play, the user experience remains unaffected, allowing individuals to carry on with their tasks seamlessly. The system integrates smoothly with existing technologies, ensuring protection operates in the background without disrupting usual user workflows. With minimal administrative overhead, it’s virtually a “set and forget” solution. As a result, teams can concentrate on their core responsibilities, confident that Sotero is diligently managing data protection behind the scenes.

An abstract cubist-style painting illustrating the concept of data-centric security in edge computing. The artwork shows a complex arrangement of geometric shapes representing data nodes and encryption elements, using brand colors. It abstractly represents the intricate and interconnected nature of edge computing, highlighting Sotero's role in providing advanced, data-centric security solutions in this evolving technological landscape.

Sotero: Redefining the Paradigm of Data Protection

Transitioning from perimeter-based to data-centric security is crucial and immediate, given the rise of edge computing. Secure, accessible, and efficiently managed data is non-negotiable, and Sotero is indispensable in achieving this for your organization. Sotero isn’t just another data protection solution—it’s a game-changer. As a cloud-native platform, Sotero doesn’t just defend against cyber threats. It empowers your organization to share and use data securely and confidently. Advanced encryption, machine learning, and rapid deployment provide quick, uncompromised protection without affecting user experience. Ready to elevate your data protection? Experience the unparalleled Sotero advantage today!

Book a demo today to experience firsthand how Sotero’s innovative features offer unparalleled protection for your data at the edge.


data centered,

data protection,

data security,

data security platform,


Subscribe to our Blog

Take a look at a truly encrypted future, with no data left unsecure.

Request a Live Demo.

Schedule a live one-on-one
demo of Sotero.

Book Demo