Heavy Duty Trucking Logo
MenuMENU
SearchSEARCH

Edge Computing – A Quicker Way to Solve Problems

Among the technologies that are making their way into trucking that were highlighted at Trimble’s in.sight 2018 user conference and expo was the concept of edge computing or analytics.

Jim Beach
Jim BeachTechnology Contributing Editor
Read Jim's Posts
September 12, 2018
Edge Computing – A Quicker Way to Solve Problems

“Edge computing: a way to take advantage of all the data on the truck,” Thomas Fansler, president Trimble Transportation Mobility explained at the in.sight user conference in Houston.

Photo courtesy Trimble

2 min to read


Among the technologies that are making their way into trucking that were highlighted at Trimble’s in.sight 2018 user conference and expo in Houston Sept 9-12 was the concept of edge computing or analytics.

Ad Loading...

Used in manufacturing and other industries, edge computing puts data processing and analysis power closer to the source of the data – on the truck, in this instance.

Areas where edge computing can be used in trucking include vehicle diagnostics and autonomous vehicles.

Ad Loading...

“Edge computing: a way to take advantage of all the data on the truck,” Thomas Fansler, president Trimble Transportation Mobility explained. A lane control system that alerts the driver is a good example of that.

Currently, telematics devices collect a huge amount of data on a truck. But “there’s a cost to send that data” back to a server, Keith Mader, vice president of analytics, Trimble Transportation said.

“Our video intelligence can detect a hard-braking event. By using (or analyzing) that video onboard, we can cut down on the “noise” of false positives.”

There are tradeoffs, Mader noted. The truck needs data storage and its needs computing power. Both of which are costly.

But there is potential, especially in some segments such as refrigerated or food transport.

Ad Loading...

Reporting on trailer temperature, for example. Currently, only temperature readings that are out of a pre-determined range are reported back to fleet managers via telematics where the determination is made whether or not there is a problem.

With edge analytics, those readings can be analyzed onboard and pushed directly to the driver. “In the future, the driver is given the nature of what is detected and then given five steps, for example, he can take to mitigate that,” Mader said. “You are putting the power in the driver’s hand.”

Subscribe to Our Newsletter

More Fleet Management

TEN disaster prep.
Fleet ManagementMay 1, 2026

How Fleets Can Avoid Equipment Blind Spots in Disaster Response

When the unexpected happens, how you react to, and deal with operational blind spots is critical. Here’s how to keep you recovery on track, when nothing is normal.

Read More →
Illustration of cybersecurity images with "The Cyber Stop" text
Fleet Managementby Ben WilkensApril 30, 2026

AI Security Risks for Trucking Fleets: What to Know About Deepfakes and Agentic AI

As fleets adopt artificial intelligence for routing, maintenance, and load matching, new security risks are emerging. Learn where the vulnerabilities are and how to put the right controls in place.

Read More →
Mobile tablet showing Motus screen against highway background with Motus logo

FMCSA’s Motus System Is Coming. What Fleets Need to Know Now

The long-awaited registration system promises a single portal — and tighter fraud controls.

Read More →
Ad Loading...
CargoNet 2026 Qi report.
Fleet Managementby News/Media ReleaseApril 24, 2026

Cargo Theft Incidents Fall in Q1, but Organized Crime and Impersonation Drive New Risks

CargoNet reports fewer supply chain crime events to start 2026. But losses hold steady as organized crime shifts tactics toward impersonation schemes and high-value goods.

Read More →
Graphic with light bulbs, HDT Truck Fleet Innovators logo, and the word Nominations
Fleet ManagementApril 24, 2026

Nominations Open for HDT Truck Fleet Innovators 2026

Heavy Duty Trucking is searching for forward-looking leaders at trucking fleets as nominations for HDT’s Truck Fleet Innovators 2026. Deadline is May 15.

Read More →
Illustration with trojan horse and lock with inside of cargo container in background
Fleet Managementby News/Media ReleaseApril 23, 2026

New Trojan Driver Cargo Theft Scam Bypasses Carrier Vetting Systems

Cargo theft rings plant operatives as drivers inside legitimate, fully vetted carriers, then execute coordinated thefts that look like a traditional straight theft from the outside.

Read More →
Ad Loading...
ATA Truck Tonnage Index March 2026.
Fleet Managementby News/Media ReleaseApril 22, 2026

March Truck Tonnage Posts Strongest Annual Gain Since 2022

A modest sequential increase capped the strongest quarterly performance in years, signaling continued freight momentum in early 2026.

Read More →
Toll road.
Fleet Managementby Jack RobertsApril 22, 2026

Ohio Turnpike Targets $5.2 Million in Unpaid Tolls from Trucking Firms

More than 300 carriers across 26 states have been sent to collections as the Ohio Turnpike cracks down on toll evasion and delinquent payments.

Read More →
Illustration with ATRI logo and square blocks spelling out "research"
Fleet Managementby Deborah LockridgeApril 20, 2026

'Beyond Compliance,' Regulations, Driver Coaching on ATRI’s 2026 Research List

The American Transportation Research Institute will examine driver coaching, regulatory impacts — including the "Beyond Compliance" concept —and weather disruptions that shape trucking operations.

Read More →
Ad Loading...
Brian Antonellis, senior vice president, fleet operations, Fleet Advantage.
Fleet Managementby Jack RobertsApril 17, 2026

Fleet Advantage's Brian Antonellis on the Growing Need to Replace Old Trucks

Fleet Advantage's Brian Antonellis says it's time for fleets to get back to the fundamentals of good maintenance practices. And that includes replacing older, inefficient equipment.

Read More →