You’ve got to admit, as a species we’ve come a long way from battling out our differences with sword-drawn skirmishes and flaming arrows. And whilst modern warfare remains just as tragic and gruesome, advances in technology have seen us move on from hand-to-hand combat to instead adopt weapons of mass destruction that are chemical, nukes or biological weapons. However, in today’s threat landscape, it’s possible to cause a similar level of catastrophic damage with just a few lines of computer code aimed at the right targets.
Using code to technologically threaten government bodies, nations and their citizens, otherwise known as cyber warfare, has become a more prevailing threat in recent years. Since 2009, there have been almost 500 documented geopolitical cyber attacks across the world. With China and Russia taking the top spot as by far the biggest actors on the scene, with almost 35% of global attacks originating in either country. There have even been 79 confirmed attacks on national governments that have originated in China, and 75 in Russia.
And, when you consider that it’s these same hackers that were behind the recent Kaseya attack which affected around 1,500 businesses with attackers asking for a whopping $70 million in ransom, you’ve got to ask yourself: is it only a matter of time before the attacks get bigger and cause more damage? In other words, what happens when one country has the technology to dominate all other technologies?
Knowledge Really Is Power!
Nowadays, maintaining an information advantage is as important as having access to more weapons and more people fighting on the ground, if not more so. To keep the upper hand against your enemies you’ve got to have more knowledge and the ability to quickly, securely and safely share that knowledge with the necessary military teams.
We’re entering a new age of warfare. One that uses cutting-edge technologies with more proprietary capabilities to prevent the enemy from penetrating or disrupting hybrid networks. But (and it’s a big but), as mentioned earlier, being able to securely communicate data between your pieces of cutting-edge technology is the key to mastering this new age where data is increasingly being used as a new weapons system.
Access to data needs to be automated, interconnected and interoperable across multiple global domains. What that looks like is machine-to-machine connectivity, as well as human-to-human and human-to-machine interfaces. As you can imagine, the scale and security architecture required to match this is enormous.
Sounds Like A Job For Quantum Tech!
Digital transformation has underpinned some of the world’s greatest technological leaps of the last 20 years, with the next big leap being quantum! Experts at Google and IBM are predicting that we are likely to see quantum computers become a reality in a matter of five to ten years. Experiments with Google’s Sycamore computer have already proven that it’s entirely possible, and IBM is working towards making a stable quantum computer capable of handling more than 1,000 qubits by 2023 (that’s only two years away)!
While advancements in quantum computing are all very exciting, when it comes to cyber warfare it could spell disaster if it lands in the wrong hands. But in the right hands, quantum technology could (and is) influencing the military environment.
Revolutionising Warfare With Quantum
We’re already seeing plans to use quantum to level up the military. The Joint All-Domain Command and Control (JADC2) is a concept from the US Department of Defense (DOD) that’s set to revolutionise the military’s command and control (C2) infrastructure by establishing a combined network to connect all of the military services. Yes, all. So that means the Air Force, Marine Corps, Navy and even the Space Force will be connected into a single network. The network will include sensors, data sources and cloud infrastructure, that’s software enabled and shared via wireless network connectivity. For the first time ever, military factions will be able to deliver collective, real-time decision making across land, air, sea AND space. Decisions will be made within hours or minutes, if not seconds compared to today’s multi-day processes. It’s pretty impressive when you think about it.
So, where does quantum come in? Well, to be able to pull off a connected network of this scale, you’ve got to be sure that no one is going to infiltrate the cloud-based system. And that requires a dynamic security solution that’s got a cloud-friendly model and is capable of operating at hyper-scale.
As you can imagine, the answer cannot be an off the rack conventional or commercial solution that relies on Public Key Infrastructure (PKI). It’s got to be quantum. What is needed is a way to extend the Symmetric Key distribution zone to meet the new paradigm within JADC2.
Luckily, quantum company Arqit has come up with a clever solution they like to call QuantumCloud which provides a highly scalable cloud-based method that addresses the shortcomings of PKI and delivers the right sort of protection against both current cyber and future quantum attacks. It does this by creating an unlimited number of symmetric keys that are computationally secure, zero-trust and one-time across any device anywhere in the world making it ideal for the military! With QuantumCloud security, I can see how the JADC2 vision will come to life and change the face of modern warfare forever.
5 HRMS advantages for managing your remote workforce
In these days of post-pandemic situations, the need to work remotely has suddenly increased a lot. This remote work also needs the support of the workforce that is really efficient as well as some advanced technological ecosystems.
Unlike the previous days, the institutions need efficient HRMS software or also known as human resource management software to work in a much more special and efficient way.
So, there is no doubt about the fact that HRMS software can help numerous companies to produce better results in a more efficient way. The advantages of using HRMS software in an organization are given below.
5 benefits of HRMS software for managing the remote workforce
- Provides remote access as well as Self-service of the employees
A very important benefit of using HRMS software is to support the staff by offering help with the services like generating documents and certificates, successfully processing classifications, etc.
These are some highly tedious and time-consuming processes, leading to the loss of productivity of the working HR staff.
Efficient HRMS software provides remote access and allows the employees to complete their self-service, meaning the employees can easily generate these documents at any time and from any place just by logging into the system with their related information. This can easily save a lot of time for the employees.
- Provides automatic HR process
The common HR processes like recruitment process, resource onboarding, managing the payroll system, performance management, etc. can be resource-intensive as well as time-consuming.
Previously, the management of the payroll system required more than an entire day, however, in this new era of technology, the automated HRMS software only needs a few minutes to complete the task successfully.
Thus your staff, of the HR department can have enough time to manage the other important tasks like offering corporate training, enhancing the working efficiency of the employees, and also building the culture of the organization.
- Managing the regulations effectively
A maximum number of companies need to work in a complex environment, where the staff has to follow several specific rules. Those rules are usually set up by the legal and taxation departments.
In this aspect, HRMS software allows the completion of those required checks and also can give alerts as needed to make sure that the company is abiding by the specific regulatory requirements and thus are not subjected to any penalties.
- Offering protection from fraud
Research shows that companies can easily lose up to a certain amount of revenue every year to several fraudulent transactions made by employees.
However, HRMS software that is well-equipped can protect you from this loss of revenue and offer some other good results. These work on a special cloud-based solution that makes the task of manipulating the system nearly impossible.
- Erasing the chances of human error
Another really important benefit that integrated HRMS software offers to any company is the automation process. A scientifically planned and implemented HRMS can easily help your remote work by automating the maximum amount of tasks related to the entire payroll management and filing process.
This can not only save a lot of your time but also help you by erasing the common errors made by human workers such as wrong salary calculations, missed deductions, double credits, etc.
Thus, all of these above-mentioned advantages of HRMS software can help you a lot to manage your remote workforce easily.
The Data Science Process: 7 Key Steps in Analytics Application
Suppose you are a business and you want to update your products. How would you know what to invest in and what the general market trends and demands are? This is where business analytics comes in. Business analytics, simply put, is a process of identifying trends and patterns through collected data to produce conclusions through interpretation and analysis.
It allows companies to use statistics and previous data interpretation to develop solutions for business activities and can be categorized into different types. The first two types—descriptive analytics and diagnostic analytics—deal with identification and discussion of the present: current market or problems. Predictive analytics or prescriptive analytics on the other hand produce more future-based results. They either predict the future trends or suggest pathways for companies for the future. The applications of business analytics are diverse; they can be used anywhere from stock marketing to customer relationship management.
While previously done manually, the new age of expansion and advancement has allowed the field of business analytics to evolve. Multiple new programming languages and processes including data science are now being used to improve efficiency. This advancing complexity is why companies often require specialists for business analytics.
Many ambitious data scientists and business analysts seek masters in business analytics jobs. They learn the art of business analytics and database building using data science. Business analytics relies on data science, but how does it work? What happens at the backend? How does some random unlinked data is used to contribute to the business growth?
Data science is a multistep process, and each step helps in applying analytics for the real-life performance enhancement of business models. Let’s place the process under the light and discuss it in detail to answer the questions mentioned above.
Understand the Goal
Data science is all about identifying the problems before solving them. Do you want to work on making more personalized recommendations for the consumers? Or do you want to cut down redundancies in your customer service process? The questions generated will help you understand the type of data you need to refine. The data required for customer interaction will be different from when you analyze the new product your company might be considering launching. Framing the question will help you have a streamlined approach for the next process.
Collect Required Data
Data exists on various platforms. The ocean of data needs fishing the required information out. Collecting data is like collecting ingredients for a recipe. You can’t make sweet baked results if you have no sugar in the form of data. Retrieving data requires knowledge and strong command of various technical tools, programs, and programming languages. You may need to search for data using web scraping. Another way is to use Web APIs and collect data through Facebook or Twitter. Moreover, you might have to directly obtain data from CSV (Comma Separated Value) files or TSV (Tab Separated Values) files. However, using the last option requires an understanding of the special Parser format.
Clean and Explore Data
Essentially this process requires converting your data into a useable format. If the data previously existed in states which could not work with programming languages such as Python, you will need to apply SQL on it. During this step, you will be filtering data out; after that comes the extraction and replacing of values. If you come across a non-value, you would need to replace it to complete your file. Cleaning your data is a literal process. You are extracting and saving the information you actually need while scrapping the rest. The end product should be homogenous data with complete columns.
When exploring data, you will also make questions to reach your main goal to develop insights.
Cleaning and exploring data are the longest processes of the data science journey. Collectively, they often consume 80% of the time of the project.
Modeling and Developing Your Database
Here, you will be mixing and merging multiple databases and then enriching them by combining multiple data sources and logs by considering the essential features. The feature of interest is often time-based, such as keeping track of date differences and highlighting any national holidays or festivals. Other features could include “name,” “age,” and “gender”. These features help identify the characteristics of the database and help in the machine learning process.
This process also uses modeling to use categorization within the same domain. For example, a distinction between inbox and spam could be made within the feature of received emails. For modeling purposes, a categorization of social and promotion can also be generated when studying a database related to emails.
While the data produced, collected, and manipulated represents the real world, it is essential to reduce the chances of biased interpretation. A data scientist or a business analyst has to keep a check to account for and interpret the machine learning model’s decisions.
Data visualization helps understand the trends easily. It highlights the information collected, and graphs enrich your database making it more communicable. You can understand your data in a better way before diving into the in-depth analysis. Not to mention, your boss could demand more transparency, and the visuals can help them understand the process better.
Analyze and Interpret Data
Now we are at the heart of the data science project. In this step, machine learning algorithms are deployed to produce insights that cannot be distinguished otherwise. Usually, unsupervised algorithms are used to derive trends by clustering groups of data—which often have decisive features —that show subtle trends. The analyzing part of the data science project is most commonly used to produce actionable insights. These trends are then used to actualize the predictive insights by the data scientists themselves. In advanced data science projects, supervised algorithms are put into action to produce future trends. In some cases, depending on the main goal set in step one, the predictive insights are replaced with prescriptive insights to prevent any negative results.
Communicate Your Findings
This step is mostly the displaying part, showcasing your findings to the stakeholders. While it is not a process of data science and analytics, it is the most important soft skill that allows your data science project to be put into use. The results are only effective if they are communicated efficiently: leaving an impact.
In the nutshell
Data science allows businesses to accelerate their growth against the competition by improving their business model. Since it is a complex process and requires multiple skills, a strong education background, such as a master’s in the concerned field, ensures high-quality application. The process involves retrieving data from online or shared databases and then trimming and cleaning the available information. The data is merged and formatted to gain some understanding of trends. These identified trends help narrow down and answer the questions that help a business achieve its objectives.
How Does a Hydraulic Hammer Work? – Professional Step By Step Guide
Hydraulic hammers are used to break up rocks and earth, but they can also be used for demolition. This is done by smashing the ground with a metal head that has been attached to a long handle. As the hydraulic hammer pounds away at the rock or dirt, it causes vibrations in the ground which weaken its structure. These vibrations are called seismic waves and are similar to those produced during earthquakes except on a much smaller scale. The purpose of these waves is not only to shake things apart but also to create cracks in order for chunks of rock or debris can fall off easily after being pounded with such force repeatedly over time.
How does a hydrolic jack hammer work?
A hydrolic jack hammer is a tool that uses hydraulic pressure to break up rocks and dirt. It works by pressurizing the reservoir, which forces oil through the pistons, which then in turn force the piston rods down. The rods are connected to hammers at the bottom of the machine that break up rocks when they come in contact with them. A pump can be used to maintain constant pressure on these pistons if needed. This type of jackhammer is often used for mining or construction purposes where heavy duty tools are needed for this many jobs. These machines can also get quite loud so it’s important to wear ear protection while using one of these devices.
A jackhammer is a tool used to drill holes in the ground. It has a hammering action that breaks up rock and asphalt, making it easier to dig trenches. There are several different types of jackhammers that vary depending on what they are primarily used for how does a hydraulic hammer work jack hammer uses fluid pressure to drive pistons which then lifts the ram above the piston, this allows for repeated strikes without having to manually lift each time. The force generated by these tools can be very powerful so safety precautions should always be taken when using one.
How do you use a hydraulic hammer?
A hydraulic hammer is a tool that can be used to break up rocks, pavements, and concrete. There are many different types of hammers available on the market today, but typically they use some type of water or air pressure to drive force onto the head of the hammer. Hydraulic hammers work by using fluid under high pressure to push against piston rod which in turn drives down on top of metal head. The entire weight of the tool is then transferred into blows with an impact surface such as rock. Hydraulic hammers are commonly used in construction projects where large amounts materials need breaking up quickly and efficiently without any additional costs for labor or fuel consumption. These tools can also be found at demolition sites where buildings need to come down.
How does the hydraulic breaker work?
A hydraulic breaker is a piece of heavy equipment that uses hydraulics to provide the force necessary to break up rocks, asphalt, and other hard surfaces. The parts of a hydraulic breaker consist of a frame which holds all the components together, an engine which provides power for the machine, and a pump system which provides fluid under pressure from the engine. A hydraulic breaker can be used in many different applications such as mining operations or building roads. This article will discuss how it works in more detail.
How does a breaker hammer work?
A breaker hammer is a tool that is used to break up rock while mining. The operator of the machine wears heavy protective clothing and goggles, but it can still be dangerous. It’s important to take safety precautions when operating this machine because it uses large amounts of force in order to break up rocks. There are several different types of hammers that can be used depending on the type of rock being mined, so if you’re looking for more information about how these machines work or what they look like, feel free to visit our website.
For the sake of your health, safety, and peace of mind, it’s important to know how a breaker hammer works. Luckily for you, this blog post is here to tell you everything that you need to know about this handy tool.
The hydraulic hammer is a powerful tool that allows construction workers to break up rocks, concrete and asphalt. It’s also used for demolition work in some cases. A hydraulic hammer works by using an internal ram-rod which uses pressure from the liquid oil inside the cylinder of the machine to force its way through a nozzle at high speed. When it strikes something like rock or pavement, this increases the power of impact on both surfaces because it causes them to move faster than they would if just one surface was hit with no resistance from another object. This creates more friction between objects, leading to greater destruction when hitting harder materials such as cement bricks or stone blocks.
A hydraulic hammer is a machine designed to tap the rock out of an area. They are used primarily in mining and quarrying, as well as for breaking up concrete slabs. The force at which these hammers can operate ranges from just over 3 tons all the way up to around 30 or 40 tons depending on what kind of equipment you have available. This gives them almost limitless applications when it comes to their use.
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