All Posts in "Month: May 2025"

The Hidden Role of Company Culture in Passing a CMMC Assessment

There’s a side of cybersecurity that rarely gets enough attention: the people behind the protocols. While firewalls and encryption grab headlines, it’s the daily behavior and mindset of employees that quietly shape whether a company sails through a CMMC assessment or stumbles. Company culture might not show up on a checklist, but its impact runs deep—especially under CMMC compliance requirements.

Embedding Cyber Hygiene in Employee Daily Practices

Cybersecurity habits aren’t just policies—they’re everyday actions. Clicking suspicious links, ignoring software updates, or writing passwords on sticky notes can undo even the strongest tech setup. Organizations chasing CMMC level 1 requirements often overlook how frequently security lapses stem from routine shortcuts, not major breaches. That’s where culture steps in. If employees see cybersecurity as part of their role, not just IT’s job, it becomes second nature.

Leaders can spark this shift by making small tasks matter. A weekly reminder to update devices, … Read More

Betty Gray by — May 20, 2025 in Technology
AI-Powered 5G Network Slicing and Dynamic Resource Orchestration for Enhanced Performance

The advent of 5G technology promises unprecedented connectivity speeds, ultra-low latency, and massive device support that will revolutionize industries and user experiences alike. To fully unlock the potential of 5G networks, innovative approaches like network slicing and dynamic resource orchestration are essential. When powered by artificial intelligence (AI), these technologies enable intelligent, adaptive management of network resources, ensuring enhanced performance, reliability, and efficiency.

Understanding 5G Network Slicing

Network slicing is a fundamental feature of 5G that allows a single physical network infrastructure to be partitioned into multiple virtual networks or “slices,” each tailored to specific use cases or service requirements. For example, different slices may cater to enhanced mobile broadband (eMBB), ultra-reliable low latency communications (URLLC), or massive machine-type communications (mMTC).

Each slice operates independently with customized resources, quality of service (QoS), and security policies, enabling operators to serve diverse applications simultaneously without compromising performance.

The Role of Dynamic Resource

… Read More
Betty Gray by — May 17, 2025 in AI in Next-Generation Networking Technologies
Using Machine Learning Models for Real-Time Network Traffic Prediction and Management

In today’s digital era, network traffic has become increasingly complex and unpredictable due to the explosive growth of connected devices and data-intensive applications. Efficient real-time network traffic prediction and management are vital to ensure smooth communication, reduce latency, prevent congestion, and optimize resource allocation. Machine learning (ML) models have emerged as a powerful tool to tackle these challenges, offering intelligent, adaptive solutions for dynamic network environments.

Why Real-Time Network Traffic Prediction Matters

Network operators need to anticipate traffic patterns to make informed decisions about routing, bandwidth allocation, and congestion control. Real-time traffic prediction helps in:

  • Enhancing Quality of Service (QoS): By forecasting traffic spikes, networks can proactively manage resources to maintain service quality.
  • Reducing Congestion: Early predictions allow network systems to reroute data or balance loads to avoid bottlenecks.
  • Optimizing Network Utilization: Adaptive bandwidth management based on predictions leads to better use of existing infrastructure.
  • Supporting Emerging Technologies: Applications like
… Read More
Betty Gray by — May 9, 2025 in AI for Network Traffic Optimization & QoS