DevOps
fromTechzine Global
1 day agoNetworks that brought us here won't carry us into AI future
Network infrastructure must evolve to support the demands of agentic AI, making a refresh a strategic necessity for organizations.
A router is the hub that sends internet traffic from the modem to every connected device. Even with a fast plan, an outdated or weak router can throttle home internet speed, causing buffering, lag, and slow loading times. This often shows up when multiple people stream, game, or join video calls at the same time.
Across 2025 as a whole, the company tracked more than 180 significant disruptions, with the final quarter dominated by cable damage, power problems, and routine operational failures. There was just one confirmed government-directed shutdown during the period. Tanzania saw a sharp drop in internet traffic on October 29 as violent protests broke out during the country's presidential election, with traffic falling by more than 90 percent. Traffic returned briefly before declining again, and routing data pointed to throttling rather than a clean shutdown.
The Osaka deployment adds 100 Gbps of edge capacity and is hosted within carrier-neutral facilities operated by Equinix. This increases regional proximity, resilience, and throughput for customers serving users in Japan and nearby markets, while maintaining consistent traffic handling and security enforcement. As organizations scale across regions, maintaining low latency, stable availability, and clear operational control has become increasingly complex.
As businesses contend with ever-increasing data volumes and performance-intensive applications such as AI model training, AI inferencing and high-performance computing, they need infrastructure that delivers speed, scalability and efficiency without added complexity.
A looming shortage of electrical power is set to constrain datacenter expansion, potentially leaving many industry growth forecasts looking overly optimistic. In its latest report, " Five Predictions for 2026," Uptime Institute says that power will become the defining constraint on datacenter growth in 2026 and beyond. This is because it simply isn't possible to add extra grid and generating capacity at the same rate as new server farms are popping up, so something is going to have to give.
The answer is to run a wired network connection to your home office. Wi-Fi is great for mobility, but a wired connection offers many advantages when it comes to working from home. It's faster and more reliable, with lower latency, all of which matters if you regularly share large files, participate in high-quality video meetings, or even (ahem) play games.
At that point, backpressure and load shedding are the only things that retain a system that can still operate. If you have ever been in a Starbucks overwhelmed by mobile orders, you know the feeling. The in-store experience breaks down. You no longer know how many orders are ahead of you. There is no clear line, no reliable wait estimate, and often no real cancellation path unless you escalate and make noise.
Edge computing is a type of IT infrastructure in which data is collected, stored, and processed near the "edge" or on the device itself instead of being transmitted to a centralized processor. Edge computing systems usually involve a network of devices, sensors, or machinery capable of data processing and interconnection. A main benefit of edge computing is its low latency. Since each endpoint processes information near the source, it can be easier to process data, respond to requests, and produce detailed analytics.
When ChatGPT launched in late 2022, I watched something remarkable happen. Within two months, it hit 100 million users, a growth rate that sent shockwaves through Silicon Valley. Today, it has over 800 million weekly active users. That launch sparked an explosion in AI development that has fundamentally changed how we build and operate the infrastructure powering our digital world.
Ookla said the growing use of ChatGPT and other AI tools places much more demand on mobile networks than the typical activities of browsing social media and the web, watching videos, texting, and making the occasional phone call. As a result, more speed and expanded capabilities will be necessary. The report said advanced AI capabilities like AI-enabled glasses will put a particular strain on upload connections in the future.
A North American manufacturer spent most of 2024 and early 2025 doing what many innovative enterprises did: aggressively standardizing on the public cloud by using data lakes, analytics, CI/CD, and even a good chunk of ERP integration. The board liked the narrative because it sounded like simplification, and simplification sounded like savings. Then generative AI arrived, not as a lab toy but as a mandate. "Put copilots everywhere," leadership said. "Start with maintenance, then procurement, then the call center, then engineering change orders."
CloudBolt's survey also examined how respondents are migrating workloads off of VMware. Currently, 36 percent of participants said they migrated 1-24 percent of their environment off of VMware. Another 32 percent said that they have migrated 25-49 percent; 10 percent said that they've migrated 50-74 percent of workloads; and 2 percent have migrated 75 percent or more of workloads. Five percent of respondents said that they have not migrated from VMware at all.
For customers, this potentially represents a massive supplier shake-up, with sources claiming that hundreds of CSPs across Europe are affected. The news may not come as a shock to Reg readers because the direction of travel was indicated when Broadcom shuttered VMware's reseller/solution provider schemes in early 2024 and moved to the invite-only Broadcom Advantage Partner Program. Broadcom has also started to license new bundles, including products previously sold as standalone, and altered support for perpetual license holders.