Big data technology is obviously heavily dependent on computer hardware. However, the relationship goes both ways. Computer users can take advantage of data-driven tools to improve the performance of their devices.
Macs can be great tools for data science. However, that is only the case if they are properly maintained and optimized for speed.
Mac users, in particular, may want to find creative ways to use big data to make sure their devices work more efficiently. As we mentioned in the past, data scientists should make it a priority to ensure their Macs run smoothly, since their job requires extensive processing power. There are a lot of resources that can help optimize the processing speed of their computers, but they need to know how to use them appropriately.
5 Ways to Leverage Big Data To Optimize Mac For Better Performance
If you are looking to get the most out of your Mac, you need to make optimization a priority. Over time, you may find your Mac will begin to slow down and not perform as well as it used to. From application overload and viruses to out-of-date software updates, there are different reasons that might cause your Mac to slow down.
The good news is that data analytics and AI tools can help you regain control of your Mac and ensure it runs more quickly. The benefits of these tools can’t be overstated, but it is important to know which ones to use and how to make the most of them.
Just with a few tweaks that to maintain your computer, you can keep your Mac well-optimized and make sure it runs at blazing-fast speed. So if you’re willing to fix Mac slowdown and keep it in excellent working order, you’ve landed on the right page.
This guide will teach what steps you need to take to optimize your Mac for better performance and speed with the use of big data technology. With the top 5 tips listed in this article, it will be effortless for you to make your Mac more responsive and improve its performance.
1. Use Disk Analytics Tools to Optimize Storage space
The most likely reason that your Mac is running slow may be due to a lack of storage space. If your Mac is filled with high-resolution pictures of an iPhone or 4K videos that take up all the space, your system is likely to become unresponsive and slow, even though some Macs offer 8 TB of storage.
Furthermore, forgotten applications, caches, and misplaced and unexpected files can add to the clutter to make your Mac slow and poorly optimized. Getting rid of these junk spots and hidden files is important if you want your Mac to work efficiently.
Understanding the storage space of your Mac and checking the content of your SSD should be your first step. You can simply open system settings, click on general, and then storage. The information button by the side of each section will give you an overview of the detailed list of files.
If these files are of no use, you can select them and delete them. Unused applications are another pressing problem for the storage space and working of your Mac. Dragging unnecessary apps to the trash bin is not sufficient, as it tends to leave gigabytes of junk.
You may do so for documents, but your unused applications need to be uninstalled. After you drag them to the trash, you will either have to manually get rid of their related files or take the help of uninstall tools. It is essential to get rid of the related files that might be hiding in your library folder.
Following all of these steps will be a lot easier if you use the right disk analytics tools. Here are some of the data-driven applications that can help you manage the storage space on your Mac:
- Disk Savvy
- Windows Directory Statistics (WinDirStat)
- TreeSize Free
These data analytics tools can help make sure that you don’t let storage space go to waste. They can also use data analytics algorithms to identify resources that you aren’t using, so you can delete them to free up storage space.
2. Take advantage of data-driven cybersecurity precautions
Your Mac might offer a safer environment and ensure better protection against malware than Windows, but it will be wrong to believe that it’s not susceptible to viruses. If your Mac is slow and sluggish, there is always a possibility of malware and malicious apps that slow your system down.
To protect your Mac and make it fast, a few security precautions become necessary. The good news is that there are a lot of data-driven tips to help you fight malware and improve cybersecurity. You will want to use updated malware protection tools that rely heavily on AI and data analytics technology to identify the latest malware threats.
VentureBeat has a great article on the ways companies can use AI to fight malware, which is important since malware cases are up 86% over the past year. You will want to employ those tips to protect your Mac from being infected.
However, in addition to using AI and data analytics to prevent malware, you will also want to know what steps yo can take to setup a basic firewall. Go to your system settings, privacy, and security, and turn on the FileVault encryption. Then go to your network, then the firewall, and switch it on.
This will block any unauthorized connection. Whenever you download an application, make sure it’s done through the app store. It would be better not to allow your applications complete access to your disc unless it’s necessary. If you wish to prevent yourself from accidentally allowing access to a malicious script, use a non-admin user account for your Mac.
3. Use analytics to monitor activity
When your CPU chip becomes overloaded, it might heat up and slow down your system. Your CPU plays a huge role in the performance of your Mac as it is expected to run most of the applications and tasks.
Analytics technology is also useful for monitoring the activity of your Mac. The following guidelines will help.
It is extremely important to monitor and adjust its activity for better performance. To optimize your Mac, you can quit some processes, prevent your CPU from overheating and causing a system-wide slowdown, and free resources.
If you frequently keep a check on your activity monitor and clean up unusual files, you might be able to fix your Mac slowdown. All you have to do is launch the activity monitor and ensure that you are in the CPU tab.
Once you are able to notice the resource-consuming tasks which look unusual, you can press the stop button present in the toolbar. This would quit all the tasks that you are no longer in a need of.
The availability of more RAM can support more concurrent processes, like opening up dozens of chrome tabs. When your RAM gets filled up, it will consume storage from SSD, which is called memory swapping.
Although memory swapping has its uses, it can be disadvantageous for the speed of your Mac. To optimize your system and bring back its speed, you might have to quit tasks and restart.
Just like you used the activity monitor utility for the CPU, you can use it to free up RAM as well. You will have to begin by launching activity monitor form applications and navigating to the memory tab. When you spot tasks that no longer serve any purpose except for taking up memory, you can get rid of them through the stop button in your toolbar and quit them.
5. Use battery analytics tools to maximize battery life
By improving the battery life of your Mac, you can enhance its performance and use it all day without having to plug in the charger. Before you take any steps for better battery optimization, it is essential to update your Mac to the latest macOS version and enjoy the energy efficiency improvements it offers.
The good news is that there are a lot of battery analytics tools that can help. These include the following:
- Powercfg Battery Report
- PassMark BatteryMon
These tools all use sophisticated data analytics tools to monitor battery performance and extend battery life. You can also go to the system settings, click on display, go to advanced, and slightly dim the display on the battery, as it will preserve your Mac’s battery life. When not in need, you should keep your wifi and bluetooth switched off. Disconnecting devices, quitting apps, and turning on optimized battery charging can further help with battery life.
Use Data Analytics to Improve Mac Operating Speed
Your Mac is not as self-sufficient as you might consider it to be. Contrary to the popular belief that abstains you from maintaining it, your Mac will perform much better with regular maintenance and efficient optimization.
The good news is that there are a number of data analytics tools that can help it run more quickly. Some of the apps listed above are a good start.
If your system has slowed down to feel sluggish and not as responsive as it once was, following a few tips might help you restore the responsiveness and speed of your Mac. By taking care of the storage space, checking up on activity monitor, quitting unnecessary tasks and apps, prioritizing safety from malware, and preserving battery life, you can enhance the performance of your Mac effortlessly.