Executive Summary In 2020, public and private cloud-based solutions like Amazon Web Services surpassed traditional data centers in terms of overall spending. In 2017, nearly two thirds of spending went toward private cloud solutions. Cloud usage exploded in 2017, to...
Data Engineering
Back to the Basics of IoT
Consumers have taken a vanguard role in pushing innovation. IoT is changing the face of data collection, analytics and transmission. The field continues to evolve as new applications for smart devices develop. Download this white paper to learn more about how the...
Data Engineering: Collecting, rationalizing, and compiling disparate data to make it dashboard-ready
SPK saves a global SaaS leader time and resources—6x faster than competing bids, saving nearly 75 percent in computing and licensing costs. The ClientA respected provider of SaaS (software-as-a-service) solutions for the global telecom industry was faced with a...
Data Engineering vs Data Science
The Crucial Importance of Data Engineering October 14, 2021 Data Engineering vs Data Science The terms “Data Science” and “Data Engineering” are often used interchangeably. Years ago, Data Science was the term that encompassed most of the data related activities...
Creating a CI System
...Continuous Integration Best Practices (Part 2) As I noted in Optimal Continuous Integration Best Practices (Part 1), there are 10 best practice principles associated with Continuous Integration. In Part 1, we looked at the first three. For Part 2, we pick up where...
Accelerating Product Releases with Business Process Automation
The beauty of business process automation How often have we entered the same information into two different systems and wondered, “Why do I have to waste my time doing this?” These are computers, aren’t they? Shouldn’t this information flow where it needs...
How to Avoid the Top 5 Hybrid Cloud Pitfalls
If you’re like many engineering managers, IT infrastructure may not be your favorite topic. You think about it when absolutely necessary, but often neglect it or place it behind other capital investments. What's more, there's a good chance your current IT solutions...
What Is Engineering Technology Management (a.k.a EngOps & DevOps)? Is It Right For You?
When it comes to IT solutions, most mid-market manufacturing companies rely on one of two options. They have a dedicated in-house IT team, or an outsourced IT managed services provider (MSP). But manufacturing companies who care about product development and...
Five Reasons to Use SolidWorks PDM in the Cloud
Tired of dealing with in-house PDM issues, unreliable VPN connections, and struggling with remote file access? Perhaps you're looking for a solution that addresses your company's specific needs. Look no further: SPK and Associates SolidWorks PDM in the Cloud presents...
Efficient Reporting in Windchill RV&S (PTC Integrity)
As explored in one of our previous articles, tracking metrics is a crucial component of a successful development system. But how can you leverage those metrics further? The solution is quite simple: with the trace reporting function available in Windchill...
How to Increase Uptime of Your Engineering Systems
Picture this: all your engineering applications run slow, or worse, continue to shut down. Yet, the IT team reports no alerts within the remote monitoring and management systems despite the problem. What is the root cause and how do you fix it? Remote Monitoring and...
How to Create Easy Engineering Design Automation Fixes
In one of our recent articles, we highlighted opportunities for automation, specifically for MCAD (mechanical computer-aided design) and PDM (product data management) activities in your organization. In this next installment, we hope to provide you with other examples...