What is High-Performance Computing, and Where Can it Boost Modern Businesses?
As our world of data and technology continues to evolve and grow, the amount of work that your development teams must scramble to complete follows a similar upward trajectory. If you’re struggling to accelerate your data processing speeds with the resources currently in your artillery, high-performance computing or parallel computing might be worth the second look.
Investing in high-performance computing solutions will allow your tech teams to process data and perform complex calculations at lightning-fast speeds, saving you time and money. While supercomputers are one of the most commonly known parallel computing solutions, they can be a pricey and financially-compromising investment. Luckily, tech pioneers like SUSE make it easy to implement HPC solutions for not just massive corporations with supercomputers but small businesses with cloud servers and every technological shade of gray in between.
If you’re interested in growing and evolving your business, high-performance computing is a simple solution that will help you achieve said goals in record time.
How does it work?
Those who don’t identify as technologically savvy should think of high-performance computing solutions as clusters of computers. When you run into mishaps, HPC solutions break those problems down into smaller, independent parts that can be worked on individually and simultaneously between processors with shared memory. Rather than using a single processor to work through each broken down component, HPCs use concurrent data structures. This simultaneous work is what has earned high-performance computing its moniker of parallel computing.
Often, high-quality HPC solutions run on a Linux operating system. Without this solid foundation, high-performing computing solutions would be unable to perform the complex data analytics processing that powers machine learning and artificial intelligence. Linux boasts an unrivaled ability to manage complex processor clusters. Therefore, it’s vital to find the correct HPC solution equipped with a reliable infrastructure when your team’s productivity clears the top of your priority list.
For machine learning and artificial intelligence
For those businesses that harness the power of artificial intelligence and machine learning, allowing the pattern analysis and interpretation processes to run on a high-performance computing solution can save a tremendous amount of time. Additionally, this step enables pertinent algorithms to make their data-driven recommendations faster and more accurately. HPC solutions can collaborate with algorithms and sophisticated machines to solve real-world problems, like detecting fraud, teaching self-driving vehicles, and improving cancer-screening techniques, in a snap.
Data modeling and simulations
HPCs can allow scientific and technical fields to deploy complex applications for those heavily involved with data modeling and simulations. By doing so, scientific fields can progress quickly in their pursuit of knowledge extraction and manage large-scale data collection vital for medical informatics.
Environment modeling with parallel computing is particularly beneficial, as climate patterns are notoriously fickle. HPCs are also useful in financial services, where parallel computing helps chart stock trends in real-time and automate trading.
Advanced analytics applications
Advanced analytics applications can also greatly benefit from high-performance computing solutions. While big data analytics once seemed incompatible with high-computing solutions, today, high-performance data analytics have joined the two together, making it faster and easier than ever to gain indispensable insights and make informed decisions.
Perfect for big data workloads, high-performance computing can help in synthesizing information into actionable intelligence. A prime example of this comes from the Cambridge Analytica scandal during the 2016 presidential election. The now infamous consulting firm used data points from Facebook to profile users, identify target markets, and then craft effective marketing campaigns.
The bottom line
High-performing computing solutions will take your team’s data processing to the next level, saving you and your business time and money. If you’re feeling overwhelmed by massive amounts of unorganized data, utilizing sophisticated software like an HPC solution could help manage, organize, and store that data so your team can access and use it efficiently.