A blog by Oleg Shilovitsky
Information & Comments about Engineering and Manufacturing Software

‘Fast data’ and product lifecycle management in distributed environments

‘Fast data’ and product lifecycle management in distributed environments
Oleg
Oleg
19 May, 2016 | 2 min for reading

plm-fast-data

The amount of digital data is growing at an exponential rate.  We are doubling data every two year. The rate at which we’re generating data is rapidly outpacing our ability to process and handle it. Manufacturing companies are capturing data from so many places these days – design and engineering sources, information about suppliers, manufacturing environment and physical products in the field.

Big data is certainly one of the technologies that aiming to help companies to process and analyze data. However, one of the challenges of such approach is speed. Entrepreneur article – ‘Big Data’ Is No Longer Enough: It’s Now All About ‘Fast Data’  speaks about the problem of speed in data processing. Here is an interesting passage:

On Google alone, users perform more than 40,000 search queries every second. But when every second — or millisecond — can lead to mountains of lost data, each business needs a dedicated platform to capture and analyze data at these increasingly rapid speeds.

John Deere is a company taking full advantage of these models. All new John Deere tractors come equipped with sensors that both inform new product offerings and serve as a benefit to customers.

The data provides insights into the exact use of the equipment, while the technology helps diagnose and predict breakdowns. That means better products and better customer service. For consumers, the sensors offer access to data on where and when to plant crops, the best patterns for plowing, etc. It’s become an entirely new revenue stream for an old company.

It made me think about challenge of data processing, synchronization and handover in manufacturing companies. Product lifecycle is distributed these days. Engineers are located everywhere, supply chain is global, manufacturing facilities are optimized for local product manufacturing and delivery models.

A traditional PLM and other data management environment were designed for large manufacturing companies located in one or maybe few more locations. It largely following master-slave synchronization model of data. In many scenarios the underlying mechanisms of data processing is functioning on 24-hours sync cycle or following manual data export/import.

Distributed environment and large volumes of data are introducing new challenges for PLM technologies. Most of these technologies are coming from the age of RDBMS and single database servers.

What is my conclusion? Manufacturing environment is changing these days. The changes are coming from distribution of everything (environment, processes, people, manufacturing locations) combined with an increased amount of data generated by people and devices. To handle processes and data handover in such type of environment will require new technologies and tools.This is a note for PLM system architects and technologists. Just my thoughts…

Best, Oleg

Want to learn more about PLM? Check out my new PLM Book website.

Disclaimer: I’m co-founder and CEO of openBoM developing cloud based bill of materials and inventory management tool for manufacturing companies, hardware startups and supply chain.

Recent Posts

Also on BeyondPLM

4 6
16 July, 2010

I read the following article by Manufacturing Automation – SAP Taps Partnership for Manufacturing Software Enhancement. (you need to be a member...

18 June, 2009

Short note following Devon Sowel blog about SolidWorks on Cloud/SaaS plans. This is good continutation to thoughts and discussion started...

6 April, 2021

My last week’s article about FFF (Form. Fit and Function), triggered many interesting discussions online and offline. Thank you all...

3 November, 2009

Collaboration is very important for product development including different phases – design, engineering, manufacturing etc. “Collaborative factor” is playing a...

29 May, 2009

Do you remember how a 5-inch floppy disk looks? And how to use it? It doesn’t seem like so long...

17 August, 2020

I’ve been following the Autodesk platform and PLM development for many years. Autodesk was the first large company that endorsed...

21 November, 2010

I was reading NYT on my flight today. The following article made me feel bad. Google TV, Usability is Not...

18 August, 2010

I had a chance to read Enterprise Road Kill by The Vuuch Voice. The discussion Chris suggested in his post...

8 February, 2016

The decisions about PLM system selection and implementation are slow. I took part in few of them during my last...

Blogroll

To the top