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About 15 million years before the blockbuster hit “Jaws” snapped up the attention of generations of movie goers, the mightly megalodon (Otodus megalodon) stalked the Earth’s oceans. The ancestor of modern-day sharks could eat prey the size of an orca whale in only about five bites. The largest specimens reached between 58 and 72 feet long and had teeth that are almost three times the size of a modern-day great white.
Now, a team of researchers in southern Maryland have unearthed fossil evidence of a possible bottoms-up megalodon attack on a whale. The fossils were found close together in southern Maryland’s Calvert Cliffs, by Mike Ellwood, a Calvert Marine Museum volunteer and fossil collector. They date back to the Miocene Epoch (about 23 million to 5.3 million years ago), when Maryland was covered in a warm and shallow coastal sea with big plumes of sea algae and succulent aquatic plants that supported turtles, crustaceans, and marine mammals.
In an interview with Live Science, Stephen J. Godfrey, a curator of paleontology at the Calvert Marine Museum in Solomons, Maryland and lead author of the study said “in terms of the fossils we’ve seen on Calvert Cliffs, this kind of injury is exceedingly rare. The injury was so nasty, so clearly the result of serious trauma, that I wanted to know the backstory.”
[Related: 3D models show the megalodon was faster, fiercer than we ever thought.]
The study, published last month in the journal Palaeontologia Electronica, details their examination of two fossils from the whale’s fractured vertebrae and one megalodon tooth. They used CT scans and other medical imaging techniques at a local hospital to get a closer look inside the ancient remains.
One of the vertebrae shows evidence of a compression fracture. The study proposes that the whale’s backbone must have been forcefully bent into such a tight curve, that pressure from the vertebra right next to it smashed into one another to sustain this kind of injury.
“We only have circumstantial evidence, but it’s damning circumstantial evidence,” Godfrey told Live Science. “This is how we see the story unfolding. Although there are limitations to what we can claim, and we want the evidence to speak for itself.”
Another possible cause of this kind of injury to the backbone could be that the whale ingested a toxic algae that caused it convulse so violently that it broke its own back. The authors, however, argue that a megalodon attack is the most likely cause due to the magnitude of the injury to the spinal column bones.
One of two associated pathological whale vertebrae found along Calvert Cliffs. The vertebra appears to be badly broken. CREDIT: The Calvert Marine Museum. The Calvert Marine Museum
The team also examined a megalodon tooth that was uncovered alongside vertebrae fossil. The tip of the tooth broke off, which could occur after it struck something hard like a bone. It also could have fallen out while swimming or feeding on an already dead or injured whale’s remains. But the team isn’t ruling out the possibility that a megalodon lost its tooth while ramming its jaws into a whale.
This Otodus megalodon tooth with a broken tip, called a spall fracture. CREDIT: The Calvert Marine Museum.
[Related: Megalodons liked to snack on sperm whale snouts.]
The teeth of extinct sharks are a common discovery in Calvert County Maryland and they come from a wide variety of shark species, according to the Maryland Geological Survey. Citizen scientists and paleontologists alike have uncovered teeth from Galeocerdo contortus and Galeocerdo triqueter (similar to modern day tiger sharks), Sphyrma prisca (a relative of the hammer head shark), and Odontaspis elegans (the Sand Shark). It’s thought that this area was a whale and dolphin calving ground, which potentially made the smaller whales easier targets for hungry megalodons.
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A Frank Body Of Evidence About Business Building
Frank Body co-founder Jess Hatzis took a while to discover her leadership style. She explains how much she values the things that the experience has taught her. Key Takeaways
Frank Body was last valued at $100 million, a figure its co-founders attribute to the business’ customer centricity
The company plans to expand internationally
Frank Body has been in market for about nine years. Its main goal has been to redefine bath and body care, which its Chief Marketing Officer, Jess Hatzis, says has traditionally been dominated by bath-staining fizz bombs and fluffy products.
“We wanted to bring skincare quality ingredients into body care,” Hatzis says. She is one of the four co-founders of the company, who all still remain part of the company’s leadership team today.
But building a product is one thing – building a successful business is entirely another, Hatzis says.
“We didn’t necessarily know how to manage our team in the most effective way. That was a huge learning curve for us. You have to be everything to your team: part coach, mentor, boss. That can be really taxing because you are not a never-ending well of energy and knowledge.
“Sometimes you just don’t know, or you are just exhausted. I found that really challenging until I worked out my leadership style, which was to be an honest and vulnerable leader and talk to my team openly about all aspects of my life and we created a two-way channel in that regard.”
Hatzis notes that in a startup you are often left doing everything, and learning how to delegate can be difficult.
“If you don’t ask, the answer will always be no. For someone wanting to start their business but is scared of it going wrong or not working… It is definitely not going to work if you don’t try.”
– Jess Hatzis, Frank Body CMO
“That was hard for us. When you start, you have to do everything. It doesn’t matter if you love it or hate it or you’re good at it. Eventually, being able to bring on some team members to support us, being able to hire experts in the field, that was one of the biggest wins.”
The growth of the business has been exciting and slightly unexpected, Hatzis says. The most recent valuation was $100 million in 2023. But Hatzis credits the company’s success to its customer centricity.
“If you are not putting that person front and centre, you are never going to succeed,” she says.
What does being customer-centric mean? For Frank Body, it means reverse engineering their products based off of what their customer needs. It’s this ethos that has helped the business build an incredibly loyal following.
“Our customers are the reason our business took off. You can claim all of your strategies, but it was the customers that used the products and shared the reviews. That was what made the business. That remains core to everything we do today.”
“That mentality of whatever will be, will be has been a part of who I am for a very big part of my life. Potentially because I am an overly anxious person, so I’ve been trying from a very young age to train myself to accept the ins and outs of life.
“I can be very stressed about an active problem, but what I try not doing is worrying about a problem I can’t change. It’s completely a waste of time and a waste of energy and it’s taking away from what I could be doing next. Definitely, think about things and take lessons. Have grounded people around you.
Hatzis has a couple of suggestions for anyone wanting to start their own business.
“If you don’t ask, the answer will always be no. For someone wanting to start their business but is scared of it going wrong or not working … it is definitely not going to work if you don’t try.
“People can get too stuck in the big idea. You need to have a big idea, but the only way to get there is to break it down into really simple dot points that are actionable things you can do.
“I see a lot of people who can’t go from the big idea and drill it down into: What are the five things I need to do today to take a step towards this happening? We have a real habit as humans in making things more complicated than they need to be. That includes how we work and how we start businesses.
Having a balance with the people you are going into business with and the team you are building around you is key, she says.
What’s next for the company? International expansion, of course.
“The next stage for us is about market depth. I don’t think we have even scratched the surface, especially when it comes to international markets. To become a household name in those key international markets is what’s next. That is going to require a lot of work.”
15 Best Data Migration Software (Of 2023)
Choosing the right type of data migration software is important to ensure safe and complete data integrity. This is a comprehensive list of the best data migration software in the market. I have ranked the best tools for you to choose from in this article.
At the end of the article, you find a thorough list of questions and answers related to data migration. There is also some useful terminology that helps you better understand the data migration process.
Disclaimer: This article contains affiliate links at no cost to you.
About Data Migration ToolsA good data migration tool allows you to transfer data from one PC to another with ease.
Some common reasons to do a data migration are:
Security reasons
Backup purposes
Upgrading operating system
Whether you are a business owner or an individual user, data migration can seem daunting for a beginner. The idea is to move all your files and folders from one place to another. This might seem scary at first. In addition, you might have applications with important or sensitive data. What if all that is lost?
To succeed in data migration, you need to choose the right kind of tools for your needs.
There is a lot of data migration software for specific purposes that work differently. For example, a data migration tool can:
Remove the need to reinstall apps
Shrink your hard drive to the SSD drive
Clone and transfer the whole operating system from one place to another
What features you need depends on the use case. The best way to find out is by checking what the products offer to find one that suits you the best.
Here is a list of the best data migration tools with reviews to help with decision-making.
Image Credit: EaseUS
EaseUS Todo PCTrans is a well-rounded migration and backup tool by EaseUS.
After completing the seamless migration, all your applications, tools, and data are in place. This is handy and you can start using the new device with the exact data of your old device.
There are three ways you can transfer files and data between your devices:
LAN Transfer. Connect the devices on the same local area network (LAN) and migrate through that network.
Local Transfer. Use local disks to transfer the data between the same device.
Image File Transfer. Turn your files into images and auto-export them from the original PC to the target one. (Yes, this sounds funny, but you can convert all your files, programs, and accounts into transferrable images.)
Also, if you have a broken computer, you can recover its data using EaseUS. The Data Rescue-Recover feature allows you to transfer your data from the dead device to a working one.
PricingThe EaseUS data migration tool has three pricing models. The Standard Plan is $49.95/month. The Professional Plan is for $129.00/year. Last but not least the Premium Plan is for $189.00/year.
Image Credit: Acronis
Acronis True Image is a one-of-a-kind data backup tool. It allows for easy data protection, cloning, and migration. With this tool, you have the right tools for backing up all kinds of data and files on your system. You can backup the operating system, boot information, applications, pictures, and more.
Acronis True Image is available for Windows, macOS, iOS, and Android.
This tool securely stores your data in the cloud. This makes the data well protected but gives you easy access to it. With Acron, you get anti-malware features and a full backup tool. Thanks to these great features, you don’t need to install or manage additional tools
Acronis makes the data migration and backup seamless and light work.
Here is a list of some of the key features and functionality of Acronis True Image:
HDD to SSD assistance for speeding up your computer
Transfer iOS to Android or the other way around
Replicate your device data into a new disk
Clone disk
End-to-end encrypted data protection
With Acronis True Image, you are protected from common data threats such as disk failure, stolen devices, or cyber-attacks.
One of the great features of Acronis True Image is Active Disk Learning. This feature allows you to replicate your system in its entirety. You can do this even if the device is in use. One of the great benefits of doing this is it lets you avoid stopping and rebooting your system during data migration.
With Acronis, you get a nice restore option for the backup tasks. You can keep up to 20 versions of your system for 6 months. The tool backs up the entire disk image and copy, format, partition, or delete the hard drive image.
As a nice addition, Acronis comes with an Active Protection feature. This tool scans for suspicious activity with your files and data. If you are a crypto miner, there is some great news for you. The Acronis Active Protection protects you from common crypto-mining threats.
PricingThe pricing of Acronis True Image is split into three possible plans for a single computer:
Essentials: $49.99/year
Advanced: $89.99/year
Premium: $124.99/year
To get a plan for more than one device, feel free to go to their website and select the number of devices in the pricing table.
Image Credit: Minitool
MiniTool Partition Wizard is a well-rounded migration tool for effective data migration and protection.
This tool helps you with disk partitioning. It also migrates your operating system from SSD to HDD and the other way around.
With the disk partitioning features, you get to split your drive into logical groups that make backups and data migration seamless. This also makes it possible to upgrade hard drives without losing other apps and data.
MiniTool supports Windows starting from XP. The compatible file systems are FAT 12/16/32, exFAT, NTFS, and Ext2/3/4.
MiniTool is not only great for disk cloning. The Partition Wizard can do data recovery and diagnosis on the disk too! The software has two built-in recovery features:
Partition Recovery Wizard. This feature is able to recover lost partitions.
Data Recovery. This functionality knows how to recover deleted and lost files from inaccessible folders.
The data migration feature allows you to separately diagnose each part of your disk. For example, you can measure the read or write speed, detect errors, or examine the overall disk usage.
Key Features of MiniTool
Disk cloning
Disk management and partitioning
Data recovery from folders such as Recycle Bin, Desktop, and other folders
Convert between MBR and GPT disks
Dynamic disk to basic disk conversion without data loss
Convert FAT32 and NTFS partitions
Create, delete, resize, or format disks
PricingThere are three paid plans for MiniTool Partition Wizard:
Pro: $59/month
Pro Platinum: $109/month
Pro Ultimate: $159/month
In addition to the paid plans, there is a free version of the tool. With this feature, you can do some basic partitioning operations, scan the file system, and do some conversions.
Image Credit: Paragon Software
Paragon Drive Copy Professional is a data migration tool that allows for easy data transfer from a source disk to a target disk. In addition, this tool assists you organize your disk for a quicker data migration process.
This software allows you to create easy backups, manage partitions, clone your OS to a USB, and much more.
The tool comes with a great variety of operations for copying data. With these actions, you can easily copy a full hard disk or a partition of it. For example, you can copy or restore a 512-byte hard disk to a 4k one in a breeze. Also, you can use the tool to move from HHD to SSD and vice versa.
The key functionality and highlights of this tool include:
Cloning a hard disk to a bigger drive
Migrating a laptop to a new hard drive
Disk cleaning and arranging with partition operations such as splitting and merging
Redistribute free space on your system
Restore backup images in a blink of an eye
Paragon helps you when your operating system encounters booting issues. If your OS doesn’t boot or has errors upon booting, you can use Paragon to resolve it.
There is also a built-in data protection mechanism for Paragon. This allows your data to be safe from hackers and other cyber threats.
All in all, the Paragon Drive Copy Professional is a well-rounded program for disk imaging.
A small drawback to this tool is it doesn’t come with data recovery or disk repair. But Paragon has separate solutions for those too. For individual uses, you can use Paragon Hard Disk Manager Advanced. For business purposes, you can use Paragon Hard Disk Manager for Business.
PricingThe Paragon Drive Copy Professional comes with a simple pricing model. You can cover three PCs with a license to a plan that costs $79.95.
Image Credit: Runtime
DriveImage XML is a data migration tool for both beginner and professional use.
This software helps you with data imaging and backing up images, partitions, and drives. The tool works with Windows XP and above. It allows for easy backups, clones, restoration, and more importantly data migration. Most importantly, the tool allows for cloning directly from one drive to another.
The underlying mechanism of this tool is to use Microsoft’s Volume Shadow Services for the image creation process. This feature allows you to create backups that are secure. The tool also allows you to restore images without rebooting the entire system. The backup files are stored as XML documents.
The XML data format is a commonly used data format. It is broadly used in different contexts, which means many tools support XML. Because the backups are stored in XML, other popular tools can easily work with the data.
Depending on whether you are a solo user or a business user, there are two versions of DriveImage XML:
Private Edition for individual users. You can install this for free on your home system. However, you cannot use this tool for business purposes!
Commercial Edition. This is a paid plan for more broad use of the tool. There are licenses for 5, 10, 20, 50, and 100 users. So you can back up or migrate all the devices of your company with ease using the commercial edition of the software.
Let’s take a look at the notable features of DriveImage XML.
Key Features and Functionality
Supports backing up logical drives as well as partitions of image files
View and extract files
Browse images
Schedule an automated backup
Cloning from one drive to another
Image restoration capabilities for both the same drive and a different drive
Backup and restoration for NTFS and FAT 12, 16, and 32 drives
PricingThe pricing is based on how many PCs you want to migrate or backup:
5-user license: $100.00
10-user license: $150.00
20-user license: $200.00
50-user license: $400.00
100-user license: $500.00
Image Credit: NovaBACKUP
NovaBACKUP PC offers a robust backup solution for a Windows user. This tool lets you migrate the disk and operating system with all of its files and data.
With NovaBACKUP, there are two storage options: local storage and cloud storage. You can choose between these two.
This piece of software is great for small businesses and IT-oriented persons who are looking to protect their data. Using NovaBACKUP, you don’t have to worry about backups or data migration as the tool handles it for you.
The Backup and Disaster Recovery Plan is one of the highlight features of NovaBACKUP. This feature protects your PC from data loss. In addition, it supports automatic backups with data recovery and meets the industry-standard data protection measurements.
Key Features and FunctionalityHere are some of the most notable features of NovaBACKUP:
An arsenal of backup features. With the file or image backup modes, you can back up files or even the entire hard drive. You can also do the same for your pictures, videos, and files and choose whether the backups are stored locally or in the cloud.
User-friendly also for the visually impaired. NovaBACKUP is a well-rounded tool that suits users of any kind. It supports screen readers that help visually impaired IT specialists to work with the tool.
Disaster recovery mode. The disaster recovery mode takes a complete backup of your PC, including all the applications, files, and so on.
Great data encryption features. NovaBACKUP uses a variety of encryption techniques, such as AES 256-bit to protect your data.
PricingNovaBACKUP has three paid plans:
Single PC: $49.95/year
3-User PC: $79.95/year
5-User PC: $99.95/year
Each plan has a 30-day money-back guarantee.
Image Credit: DAEMON Tools
DAEMON Tools Pro 8 is an imaging software to operates on disk images and virtual drives.
When the migration or emulating process is on, the media is kept in proper order for the program to run correctly.
You can use DAEMON Tools to store your sensitive data in a TrueCrypt container.
The tool is simple and easy to use. The user interface and user experience are great. You can use Windows Explorer to access all the features of the tool. Furthermore, you can customize the main view and imaging editor to make it look like yours.
Key Features and Functionality
Converting, compressing, and password protecting your data, such as files or pictures
Edit or create Data Images
Burn files with RMPS
Create Audio CDs
Disk burning with Virtual Burner
Restore a USB stick to factory settings
PricingThe DAEMON Tools Pro 8 has four different subscription plans:
1-Month Plan: $4.00
6-Months Plan: $14.00
12-Months Plan: $18.00
Lifetime Plan: $22.99
Don’t forget there is a 14-day free subscription period. You can try the tool first before paying a penny.
Image Credit: CloneZilla
Clonezilla is a completely free and open-source data migration tool.
This tool is capable of data migration, disk imaging, partitioning, and much more.
Clonezilla is mainly designed to help you with data migration and data recovery. But it also helps you if you are performing some system development. The tool can do bare-metal backups.
This well-rounded free tool works on Windows, Linux, and macOS.
Let’s take a more thorough look at the Clonezilla tool. This tool has three separate versions:
Clonezilla Live
Clonezilla Lite
Clonezilla SE
The Live version is best for backing up or restoring individual devices. On the other hand, the Lite and SE versions are best for a broader backup process involving multiple devices. The Lite and SE versions are capable of simultaneously cloning 40 systems!
Let’s then take a look at the most notable features of the Clonezilla free backup tool.
Key Features and Functionality
Major file system support (such as ext2, f2fs, FAT32, NTFS)
MBR and GPT partition formats
Supports reinstalling Boot loader and syslinux
Multicasting to perform bigger clones
LVM2 version 2 support in Linux system
LimitationsThere are some limitations to the Clonezilla tool too. For example, the tool doesn’t allow for differential backup, online cloning, or imaging. Also, the partition target has to be greater in size than the origin.
To successfully use Clonezilla, there are some minimum device requirements. You need an X86 or X86-64 processor, 196MB RAM, CD/DVD Drive, Hard Drive, PXE, or USB Port.
PricingClonezilla is a free open-source tool! Thus, there is not a single penny to pay for this amazing service.
Image Credit: Laplink PCMover
Laplink PCMover is a versatile data migration tool. You can use this tool to move your apps, files, and settings to a target device.
One of the great features is the “undo” feature. In case your backups or data migration fails, you can undo the whole process without loss.
This is the only data migration tool recommended by both Microsoft and Intel.
This software was built with easiness to use in mind. This is why using the tool is super simple. All you need to do is:
Download the software (for both PCs)
Let the tool transfer your data
Laplink has a line of experts doing customer support. You can contact them any time of the day to ask for help, in case something goes wrong.
By the way, you can also choose to receive a physical Laplink product for data migration. This includes a high-speed transfer cable and SafeErase software.
Key Features and FunctionalitySome of the notable features of Laplink include:
The quick data migration process
USB 3.0 support
24/7 customer support (via phone or chat)
User-friendliness
Undo tool just in case
PricingThere are three different kits for Laplink PCMover software:
Best-Selling Bundle: $84.95
PC Recycle Kit: $89.95
5-Pack Offer: $230.00
You can purchase a license and enjoy the 30-day money-back guarantee.
Image Credit: IBM
IBM InfoSphere Data Replication is a data replication software that allows for easy integration and synchronization.
The tool has useful features for migrating, transforming, and moderating the data of your system. IBM InfoSphere allows you to integrate data from any platform.
Thanks to the parallel processing capabilities, this tool can handle huge amounts of migrated data.
Besides being a great tool for data replication and migrations, the IBM InfoSphere Data Replication tool allows for:
Data governance
Maintaining data quality
Dynamic warehousing
MDM (Master Data Management)
SOA (Service-Oriented Architecture)
And much more. This tool acts as a data monitoring platform with which you can deploy and integrate data using an easy-to-use user interface.
Here is a list of the most notable features and highlights of the tool.
Key Features and Functionality
Great and uninterrupted availability
Coding-free data integration
UI and APIs for monitoring and management
Supports multi-source, target, and replication topologies
Db2 z/OS data capturing in a log-based manner
Access to older databases that are already obsolete
Creates a well-rounded cloud environment
Maintain database replicas in remote locations
PricingContact IBM support for pricing.
Image Credit: Macrium
Macrium Reflect 8 is a scalable and trustworthy piece of data migration software. This tool comes with versatile image-based data migration tools for backups, disk imaging, and migrations.
You can use the tool to create an exact clone of a hard disk or its partitions. You can then use these replicas in the disk restoration process easily. In case things go south, there is always a great way to get the files and data back.
The Macrium Reflect 8 supports local drives, network drives, and USB drives. The tool is a good fit for home and business use.
Key Features and Functionality
viBoot 2 for virtualizing Macrium backup images
Versatile image compression options
Macrium Reflect Changed Block Tracker for reducing the time to compress images.
User-friendly interface
Backup scheduling system
Automatic partition resizing for the differently sized origin and target disks
Windows ReFS support for improved data accessibility and scalability
PricingMacrium Reflect 8 is available in a bunch of plans:
Reflect 8 Free Commercial
Workstation Trial
Reflect 8 Workstation
Reflect 8 Free
Reflect 8 Trial
Reflect 8 Home
You can get the tool and a suitable plan from a third-party reseller. Outside of purchasing a license, you can always try the 30-day trial edition of the software.
Image Credit: Altova
Altova MapForce is professional data conversion, mapping, and integration tool. It lets you transfer data between databases, and visualize databases without having to write code.
This tool lets you convert data from a common format to another. The supported data conversion formats include XML, JSON, EDI, XBRL, Excel, and more.
Altova MapForce can transform data instantly and create source code or executable files for periodic conversions.
Altova MapForce, as the name suggests, is a great tool for data mapping. The powerful conversion and integration features let you automatize data transformations in a number of ways.
With Altova, you have an option to write your own functions, use a database, and debug the mapping process. You can also customize your EDI files or use the standard EDI format that the tool supports natively.
Key Features and Functionality
Data extraction from XML, JSON, or other common file types
Automatize and schedule ETL processes
Visual data mapping
Capability to create data maps without coding
Move data from one database to another
Transform data into multiple different formats
PricingThere are three paid plans to choose from:
Enterprise Edition: $799.00
Professional Edition: $459.00
Basic Edition: $229.00
Image Credit:
O&O DiskImage is a disc imaging tool. This tool uses state-of-the-art SSD technology to backup your data. If you have a system too corrupted to start or in case you lost data, this tool has got your back.
O&O is not only a professional disk imaging tool. Besides restoring system data, the tool supports cloning a hard drive or even the entire system.
The tool allows for restoring backups on an entirely different system with its own hardware that might be different compared to the original device. This behavior is great for multiple use cases, such as if you want to replace the motherboard of your rig.
The O&O DiskImage program lets you build boot mediums and save data automatically in a location of your choice.
When you connect the external hard drive to your device, the O&O tool starts the automatic backup process. During this process, it backs up all selected folders and files.
O&O Disk Image is for someone looking for great data management software that is secure.
Key Features and Functionality
Capability to backup hard drives and entire operating systems
Drive and disk cloning features
Restore backups to different hardware
Create a Windows Boot system
Schedule automatic backups
Great security and protection system
Security risk monitor
VHD creation features
PricingThere are three paid plans for the tool:
Professional Edition for 1 PC: $49.90
Professional Edition for 5 PCs: $69.90
O&O PowerPack: $59.90
14. Samsun Data Migration SoftwareImage Credit: Samsung
Towards the end of the list, here is a product for Samsung owners.
The Samsung Data Migration Software is a quick solution for a Samsung owner to move an OS from existing storage to the new Samsung SSD.
In addition to the inter-Samsung data migration capabilities, the tool has great disk management and cloning features.
Remember, this software only works for Samsung. This is the best tool for someone who has purchased a new Samsung SSD.
Key Features and Functionality
Wipe out a Samsung drive
Recover deleted partitions
Improve Samsung SSD performance with partition aligning
Track the SSD health
PricingTo know the pricing, you need to contact Samsung Sales Support. They evaluate your use case and offer the best plan for your needs.
Image Credit: CloverDX
CloverDX is an all-in-one data migration tool. This software has a variety of features that make data migration and management easy.
The tool gives you more control and transparency over your data. It is a centralized data platform that allows you to spread siloed projects into one place.
With CloverDX, you can easily create end-to-end data pipelines giving rise to scalable and transparent workflows to promote easy management and maintenance.
The CloverDX tool allows you to get rid of complex and hard-to-manage code. Instead, you get to enjoy an easy-to-understand data pipeline with a visual appearance. Of course, there is an option to source-dive into the code whenever necessary.
Key Features and Functionality
No code is needed to design or debug data
Monitor the data
Great built-in templates
Mask or reveal data on a user-based premises
Break silos with a single easy-to-use platform
PricingThere are three pricing models: Standard, Plus, and Enhanced. The price depends on your use case. To get the best possible plan for you, feel free to contact the sales team.
FAQHere is a list of questions about data migration and the tools introduced above. You will also see a guide on how to use a data migration tool.
What Is Data Migration?Data migration means moving data from one place to another. Data migration can refer to any of the following:
Moving data from one location to another
Converting data from one format to another
Moving data from an application to another
Usually, data migration is needed when there is a system upgrade or a maintenance period. These days data migration is common when a business moves to a cloud-based storage system. When doing this, the on-premise data and applications need to be migrated to the cloud.
Different Types of Data MigrationThere are three main types of data migration:
Storage migration. This means transferring data from one storage to another, usually a more modern storage facility.
Cloud migration. This means moving data from on-premise infrastructure into the cloud.
Application migration. This is the process of moving an application from one place to another. For example, this could mean deploying the application from one cloud service to another. It can also mean moving an application to the cloud from an on-premise setup.
What Is HDD?HDD stands for a hard disk drive. It is a non-volatile device for data storage.
Non-volatile data storage is storage that maintains the data even when the device is turned off. Each and every computer needs a non-volatile storage space to work properly. HDD is one example of such storage. Without such storage, a computer would lose all of its data when turned off. This would make computers quite impractical.
Your typical computer, mobile device, or other types of consumer electronics include an HDD. An HDD can store an operating system, a software program, or other files. The HDD is comprised of magnetic disks.
To be more specific, an HDD controls the reading and writing of the disk that supplies the data storage. The HDD is typically a primary or secondary storage device in your computer.
What Is SSD?SSD stands for a solid-state drive. An SSD is the new generation storage device found in modern-day computers.
Unlike traditional hard disks, the SSD uses a flash-based memory. An SSD is a collection of electronic circuits that live in silicon semiconductor cells. This is why they are sometimes called semiconductor storage devices.
But the solid-state device is a more commonly used term. It describes the system better because there are no moving parts unlike in HDDs.
When you want to speed up an old computer, upgrading to SSD is one of the best tricks in the book.
What Does HDD to SSD Conversion Mean?Converting HDD to SSD is a way to speed up your computer.
This means replacing the mechanical hard disk drive (HDD) with a more efficient solid-state drive (SSD).
What Is an Image (in Disk Management)?In this article, you learned about migrating data as images. For example, with EaseUS you can convert your data into an image and transfer it from point A to point B.
But converting a file or app into an image might sound funny to you.
A disk image is a big file. The disk image reproduces the contents and functionality of a hard disk, optical disk, or any other type of storage device. A disk image file extension is typically .iso, .cue, .bin, .img, or .dmg.
What Is Disk Partition?The disk partition splits a disk into one or more regions. These regions are called disk partitions.
When a partition is done, a partition table is created. It can be found in the first region of the disk. The partition table stores info about the disk size and the location of the partitions.
The disk partitioning is a process that allows for creating smaller logical drives. These are called volumes.
In the eyes of your operating system, these volumes are completely independent units. In other words, you can perform an operation in one unit without affecting the others.
But why partition a disk?
Most computer users will never need to partition a disk. But it can be useful in some specific situations, such as:
A new hard drive has to be partitioned to save data. Otherwise, it is unusable.
A partition can offer a way to organize data based on the data type. For example, one partition stores documents while the other does all your music.
To reinstall Windows, you can partition data into the system partition. This way the reinstallation doesn’t mess with your existing programs and data.
To backup a specific data area, you can backup the specific partition instead of the entire drive.
Partitions streamline the data recovery process and make it more convenient.
What Is NTFS?NTFS stands for NT file system, sometimes called New Technology File System. It is a Windows NT-specific process that allows storing, organizing, and finding files on a hard disk.
What Is FAT?FAT stands for File Allocation Table. It is a file system for hard drives.
The FAT system manages files on hard drives and other systems. For example, flash memory, digital cameras, and other portable devices use FAT. The FAT stores information about the files. It also extends the lifetime of a hard drive.
To find a file on a hard drive, a process called seeking takes place. This wears and tears the physical hard drive over time. The FAT system reduces the wear and tear caused by seeking. This is because the FAT allows for easier and more optimized access to the files.
How Long Does a Data Migration Take?For a typical user, data migration takes place in minutes or hours.
However, there is no general answer as there are too many things that affect the migration speed. These include:
The amount of data
Is the data compressed or not
The type of source device
The type of target device
On some occasions, migration can take days or even weeks.
What to Look for in the Data Migration Software?To pick the right data migration tool for your use, you need to be careful. Some tools perform tasks better than others.
More importantly, there is a whole bunch of well-rounded tools that can do all sorts of data tricks. But to not pay for anything extra, you should consider your use case. Likewise, if you pay for software that is incapable of your needs, you’re going to be frustrated.
Before doing data migration, backups, or any other data management-related tasks, keep these in mind.
1. FunctionalityGenerally, you should pick a data migration tool with many features and versatile functionality. Even though some of the features might seem like unnecessary or extra, they might help in case something funky happens.
When you are in a search of a data migration tool, pay attention to at least these features:
Data backup and recovery
Orchestration and scheduling
Data profiling and ETL
Anti-malware functionality
Debugging and error fixing
Keep in mind some tools are rather expensive. There are free trials that you should definitely exhaust before paying a dime.
2. SecurityNo matter what kind of data you deal with, there is always a chance for a cyber-attack.
3. User FriendlinessData migration can be a daunting task. It takes a while and there are lots of things to focus on. You should use a data migration tool that makes the data migration process as lightweight as possible.
If all your teammates or employees are supposed to know how to use the tool, you want to make it as easy as possible. No matter how familiar or unfamiliar someone is with the process, it shouldn’t cause them extra stress.
5. SupportLast but not least, your data migration tool should have customer support just in case.
The quality data migration and management tools come with great customer support that helps you any time of the week.
Sometimes, you may encounter delays or unexpected behavior. In such a case, you get a night of better sleep once you have contacted the support behind the tool.
How to Use a Typical Data Migration Software?Using a data migration should not be a problem. The download/install/setup phase depends on the software you are using.
Here is your typical steps to start using a data migration tool. Notice that these are just general guidelines. To find tool-specific instructions, visit the tool’s knowledge base on the website.
Step 1: Select a tool and a planBefore starting a data migration, you need to have the right type of tool at your disposal. Your typical data migration tool has a free trial version, but you should subscribe to a paid plan for more rigorous use.
You can read reviews of the best data migration tools above. You can also familiarize yourself with the pricing and use cases to find the best match for you.
After choosing a tool and a plan, it is time to move on to the next step.
Step 2: Download and installNow that you have chosen a tool, it is time to download the software to your device.
This process can take a while.
When the download has been completed, you should run through the setup wizard to install it on your system.
Step 3: Enter the detailsTo actually be able to start using the tool, you need to confirm you are a verified customer that should have an access to use the tool.
To do this, you need to create an account. This typically involves providing the tool with your information as well as your new account information. You must also enter a key to unlock the free/paid plan depending on the tool.
Step 4: Confirm the accountOnce you have entered your details and created a new account, you need to verify the account. Usually, you receive an email in a short amount of time.
Make sure to check the spam folder, as sometimes these types of messages end up there automatically!
Step 5: Start data migrationAt this point, you should be good to start using the tool.
The tool usually presents a view that allows you to choose what kind of data task you want to do.
For example, if you want to migrate data from one disk to another, you should have an option such as “Automatic Cloning”. To migrate a disk, choose the cloning option from the startup menu of the tool.
Step 6: Choose the source and target disksThe next step is to choose the disk from which you want to clone data. Take a look at the view of the tool. It probably shows you some disk options. First, choose the source disk, confirm it, and then choose the target disk.
Step 7: Restart the deviceAfter you have proceeded from the previous step, you are typically asked to restart your device. To do a successful restart, close all applications, files, and so on.
The data migration process takes place during the restart. The length of the restart may greatly vary based on the data volume, software, and much more. Be patient!
Step 8: Let the computer shut down once moreWhen the migration completes, your computer restarts once more automatically. At this point, any external data source might be disconnected from your computer.
Step 9: Start a computerNow start the computer and take a look at the target folder to access the migrated data.
The migration should now be completed!
Wrap UpThat is a whole bunch of data migration software. With these tools, you can easily clone your disk and migrate data between systems.
Choosing the right type of data migration software depends on a bunch of things, including:
Budget
Data size
Reasons for migration, including
Security concerns
Updating business infrastructure
Before choosing the right type of data migration tool, it is wise to read reviews of the best migration tools like this list. In addition, you should think about your use case not to over-or underpay for software.
I’m sure you were able to find something useful on the list.
Thanks for reading.
Apple Watch Could Slim Down With This Interesting New Patent
Apple Watch could slim down with this interesting new patent
The Apple Watch could get a little bit slimmer in future iterations if ideas in a new Apple patent ever see the light of day. The patent application in question details a haptic motor that takes up residence in the band of the watch instead of the watch itself.
This could do something to solve the problem of space within the Apple Watch. As we’ve seen with recent versions of the iPhone, Apple likes to make its devices as thin as it can, but because it has to fit all of the Apple Watch hardware within a relatively tiny space, slimming it down becomes more difficult. By applying this patent and moving the motor responsible for haptic feedback to the band, it could open up some addition space within the Watch.
Apple breaks down the idea pretty well in the patent application, but even without a detailed overview, the idea is pretty straightforward. The patent application discusses putting haptic sensors within attachment mechanisms – either the mechanisms that attach the band to the watch, or the clasp that attaches the band (and therefore the device as a whole) to the user, moving the haptic sensor to the underside of the wrist.
Going even further, the patent suggests generating the haptic feedback within the band itself. Essentially, there are a few different ways Apple considers implementing this idea, so the patent application covers a lot of ground. It also suggests either a wireless or wired connection between the sensor and processor:
The electronic device can be in communication with the one or more haptic devices through a wired and/or wireless connection. In some embodiments, a remote electronic device can be in communication with the electronic device attached to the wearable band and the remote electronic device can activate or deactivate a haptic response in one or more attachment mechanisms associated with the wearable band.
In addition to using this patent to make the watch thinner, Apple could also choose to keep the size of the Apple Watch the same and add additional components. As it stands right now, the size of the current Apple Watch is roughly on par with more conventional watches, so it doesn’t necessarily need to get thinner. Apple could instead use that space to increase the size of the battery, giving the Apple Watch extended life.
While this would allow for increased functionality within the band, one downside is that it could also make buying additional bands a more expensive endeavor. That could be offset by perhaps decreasing the cost of other Apple Watch hardware, but there’s no guarantee Apple would go that route. Still, at this point, it’s probably too early to speculate on any price changes this patent would bring forth.
It’s an interesting patent to be sure, and the full text can be found via the source link below. Considering that a new Apple Watch just launched a few months back, we likely won’t see this technology implemented for quite some time, if it’s even implemented at all. Still, there’s always the possibility that we’ll see such a band in the next Apple Watch model, assuming Apple moves forward with the idea.
SOURCE: US Patent and Trademark Office
This New Ai Algorithm Could Help Flying Cars Survive Windy Days
Dealing with wind is a part of flying through the air. Crosswinds can pose a challenge for pilots to overcome as they bring their airliners in for landings, or on a smaller level, a gust can push a drone around its small section of airspace.
To give drones better maneuverability when flying in the wind, a team of engineers from CalTech have developed a deep neural network—an artificial intelligence tool—to allow a drone to be agile in the presence of blowing air. In a video, the researchers show off a quadcopter drone that, thanks to this software, can pull off figure-eight maneuvers and fly through a small gate, all in the presence of 27-mph-wind in a wind tunnel.
The scientists first had to gather data to be able to train a neural network in order to make the flying machine pull off the stunts. It didn’t take much: just 12 minutes of flight time. “That’s very little data,” reflects Michael O’Connell, graduate student in the aerospace department at CalTech and one of the authors of a new study describing the work published Wednesday in the journal Science Robotics. This AI-driven work is called Neural-Fly, and it follows other similar work called Neural Lander and Neural-Swarm.
During training for this latest Neural-Fly experiment, the drone flew in a wind tunnel in the presence of six different wind speeds, with 13.4 mph being the fastest. “We basically teach the drone, ‘This is what it looks like when you’re hit by 5-mph wind, 10-mph wind,’” O’Connell says. “The drone is able to learn what wind looks like, and then when we go fly our figure-eight test trajectory, it uses that experience, and it says, ‘I’ve seen this before.’”
From that data, the team created the deep neural network that then allowed their flying machine to be skilled at carrying out maneuvers in the same wind tunnel, like zooming through a gate in a figure-eight pattern or cruising through two gates in ellipse shape. The speed the drone experienced in testing were faster than what it had encountered in training: about 27 miles per hour. That’s the maximum wind speed this wind tunnel could produce, notes Guanya Shi, another author on the paper and grad student at CalTech. In addition to needing just a small amount of data, the software runs on just a Raspberry Pi, an inexpensive piece of computing equipment.
Soon-Jo Chung, a professor of aerospace and control and dynamics systems at CalTech, and coauthor on the same paper, says that the rate of errors that they see with the new system is between 2.5 – 4 times better when comparing it to the existing “state of the art” tech for precise drone flying. The deep neural network flying the drone also has “adaptive control,” Chung notes, calling it a “breakthrough method.” This means that the AI can respond adaptively to what happens in real time with the wind.
Chung sees applications for this machine-learning system when it comes to a future in which our skies could be filled with more drones. Companies like FedEx are looking into using large drones to help move packages from one spot to another, and Alphabet-owned Wing is delivering consumer goods via small drones in Texas. Meanwhile, other firms are working on electric flying machines that can carry humans—these are air taxis that can take off and land vertically. The plans for those range from craft designed to fly themselves autonomously with a passenger on board, to those currently planned around human pilots.
Drones that need to have an “ultimate safety guarantee” could benefit from software like this, Chung says. “The ultimate example is obviously, the flying cars, because they have to carry human passengers.”
“We are hopefully making that future where we can have safe unmanned vehicles that can survive potentially any wind conditions—tornadoes, hurricanes, and heavy storms,” Chung adds. “I cannot say that we can achieve that immediately using our Neural-Fly, but we are making one great step forward toward that goal.”
After all, whether the drone is carrying packages or people, it needs to land safely on its pad, even if the wind is blowing in an unpredictable way. Without the promise of a safe landing, the mission might have to be scrubbed before it gets off the ground, or the flying machine rerouted to a different location if it’s already buzzing through the air.
Watch a short video on the tech, below:
This Is How Big The Rumored Apple Watch Pro Could Really Be
Leaked Apple Watch Pro cases show how big Apple’s rugged smartwatch will be due to its display, which measures 49mm versus a 45mm screen on the Series 7.
What’s happening? Photographs of protective cases for Apple Watch Pro, the company’s rumored rugged model, illustrate exactly how big the device is.
Why care? Because Apple Watch Pro should file as the biggest Apple Watch to date and you’re eager to learn how it might fit your wrist.
What to do? Tune in to Apple’s event tomorrow and follow iDownloadBlog for announcements of the next iPhone, Apple Watch Series and AirPods.
Leaked case images demonstrate Apple Watch Pro sizeAustralian leaker Sony Dickson on Twitter shared images of protective cases that accessory makers have produced based on their own leaked CAD drawings.
Assuming those technical drawings and CAD renders are correct, Apple Watch Pro will be noticeably bigger on your wrist than any current model.
The image at the top of the post illustrates exactly how big the upcoming Apple Watch Pro might really be. The picture’s bottom half shows, from left to right: A black protective case for the 49mm size of Apple Watch Pro, a 41mm protective case for Apple Watch Series 8 and one for last year’s Apple Watch Series 7.
The Apple Watch Pro display size should be 1.99 inches diagonally. By comparison, the 41mm version of the current Apple Watch Series 7 has a 1.691-inch display while its 45mm counterpart is equipped with a 1.901-inch one.
— Mark Gurman (@markgurman) September 5, 2023
According to Bloomberg’s reliable reporter Mark Gurman, Apple Watch Pro will have a flat display and round sides. Mark also says there will be new bands made specifically for the Apple Watch Pro that will “play into the extreme sports theme.” On top of that, there might be “some pretty info dense faces for fitness metrics.”
Who’s ready for the biggest Apple Watch to date?Mark Gurman, Bloomberg’s reliable reporter on the Apple beat, has described a rugged Apple Watch Pro as Apple’s biggest smartwatch to date.
Another possibility is Apple keeps the SE price for the SE 2 and then retains the original Watch SE at a lower price. But given the similarities that seems unlikely. It would also be odd if Apple doesn’t discontinue the regular iPhone 13 given the similarities to the regular 14.
— Mark Gurman (@markgurman) September 6, 2023
With a seven percent larger screen measuring 49mm, the rumored Apple Watch Pro would be “a good bit bigger” than the current Apple Watch Series 7, whose screen measures 45mm. Even though it “won’t have those rumored flat sides,” Gurman insists the device’s display will “be bigger than most wrists.”
Leaked CAD renders, seen above, indicate that a rugged Apple Watch could also feature a programmable button on the lefthand side that the user might assign to different functions, such as starting a specific workout. In addition, this model could have a protrusion on the righthand side with both the Digital Crown and Side button embedded into it. Read: 30+ things to do after buying an Apple Watch
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