The goal of almost every business owner is to make their digital marketing campaigns successful as it is something that can contribute to the growth of Advantages PPC Marketing their business.
Almost any advertising plan can be effective if you are having an unlimited budget. However, if you’re like the majority of small business owners, you want to be sure that every dollar you spend on advertising is wisely spent. And you can’t overlook the true potential of PPC marketing whenever it comes to making an advertising impact on a budget.
Not only the low cost, the PPC marketing, in reality, tends to provide several advantages. If you are thinking to utilize the true power of PPC marketing for boosting the growth of your business, then, first of all, you should have a very good idea about its benefits.
Most Valuable Advantages Of PPC Marketing
Paying per click rather than per impression means that you will end up spending much less money. So, it is considered to be cost-effective.
Perhaps you have a very limited advertising budget for one month and a much bigger one the following. Or maybe you’re just getting started and don’t have a lot of money to spend on advertising.
However, regardless of how small or big, your company is, PPC marketing is a cost-effective alternative. According to your preference, you can focus on setting your budget as low or high. And the best part is that you can pause it or adjust it whenever required.
This is also a good opportunity to remind you that, although PPC marketing can be effective if your budget is low, there are limitations to what a campaign with an incredibly low budget can achieve.
So, sometimes to get the ROI you need to grow your company, you should focus on investing in PPC marketing. Of course, if you’re going to make this kind of investment, make sure you have digital marketing specialists on hand to guide you through the process.
Boosting Brand Awareness
Remember when you typed “pendant” in Google and see five paid ads? Even if you just clicked on one brand’s ad, you still saw other advertisements.
If you have not clicked on it right now, the other brand names will surely strike your mind whenever you search for this particular product, the next time. So, PPC marketing is considered to be an effective approach that will eventually raise your brand recognition.
Get A Competitive Edge
When done correctly and given enough time, organic search results can be very effective. However, the competition for top rankings in search results is fierce. If you are a small or new firm, keeping up with the competition only by relying on SEO can be quite difficult.
However, because of the way PPC works, your paid ad can be easily discovered by a huge number of people. The best part is that your brand will be shown alongside the more established brands in your industry.
So, it is evident from the above-mentioned section that a good PPC marketing plan can aid in the growth of your business and that too in a short time.
There has been a complete evolution of Technology, and this evolution of Technology has been to such an extent that it is becoming beyond the scope of measurement.
It is essential to mention and provide for the fact that digitalization has changed how basic operations of computers and Technology were able to get performed. It is important to mention that one of the biggest changes has been brought by the increasing amount of focus on the development of the IOS app development.
The ambit of IOS app development in the context of modern-day digitalization
This IOS development is nothing but the arrangement and the development of a specific application that has been specifically created to serve a given purpose. It is becoming an important method to change the way in which different types of applications are being developed to serve different types of purposes online.
In such a situation, it becomes essential to discuss the methods and how such an IOS application development is helping to recreate the future world.
Ways in which IOS application development is helping
It is essential to provide that there has been significant website development of the IOS app developers over the years. It is the development of different applications in software that can be installed on different devices for meeting the requirements.
IOS application development has provided compatible applications that can quickly get along with almost every basic operating system without causing any Technical problem. The list of the methods in which this type of IOS application development helps recreate the future world.
Helps to develop multiple applications
It is essential to mention that almost every kind of application can generate the maximum type of utility. The dependence upon the applications which are installed on mobile phones and laptops has been increasing. With the help of IOS developers, such applications can be designed quickly, and at the same point in time, they can be used to recreate the development of the content.
We have been able to develop responsive designs which can easily adjust against the different backgrounds available. They have also been able to synchronize the functioning of an application with the other. It is also important to mention that the best part of utility can be created only with the help of such a type of pattern.
Develops a responsive design
Another essential type of utility of such wizardry designs has been the development of a responsive design. It is essential to mention and explain that the number of appliances with the people has also changed over the years.
People now basically have different types of utility products, such as tablets and mobile app developer Calgary, including computers and laptops. A single web page of the web browser can be viewed on all of these 4 platforms but what becomes important is to adjust such types of content against each other in such a way that irrespective of the dimension of the appliance in which such web pages open the dimensions do not get distorted at all.
In such a situation, it can be ultimately said that a responsive web pattern and a responsive web design can be beneficial. This can not only help in content development, but also it can help in the content arrangement so that no complication has to be suffered by the people.
Development of compliant web application
There has been a division of the world would of Technology into parts. In the first place, such a type of Technology can be used to develop web compliant content.
In the second place, it can be used to update the applications according to the updates in the operating systems of different devices like mobile phones and laptops. There are usually two types of operating systems in mobile phones that have been able to gain a tremendous amount of momentum in recent years.
It has been provided either by Android or IOS. In such a situation, it becomes essential to provide the basic fact that a web complaint application can only be developed if the design changes over the years depending upon the incorporated changes. This has been able to promote the smooth functioning of the Technology over the years.
Changes in the functioning of different mechanism
Web design and IOS application development are interrelated terms that can be used over the period in one way to make sure that digital development can provide at most an amount of utility to be the ultimate person. It is essential to provide that almost every kind of person would be in the position to generate the maximum amount of possible values. The IOS app developers are an example.
IOS application development has been able to assist the economy in one way or another. Mobile app development has also promoted different types of startups related to travel or even related to bi-food items delivery. With the help of IOS application development, the application compliant with all these functioning mechanisms can get developed in the minimum amount of time.
One of the essential purposes of such development can be the most crucial factor that web design has changed how the applications function and draw utility out of such applications. That is why it becomes so famous over time, and at the same point in time, it is in the position to generate the maximum amount of value in terms of IOS developers.
This would be helping the ultimate digitalization process in the long run. It would also generate the maximum amount of value, which would be required not only for the application but also for the entire program. This is the best way in which such an objective could be fulfilled.
We are often too interested in our competitors’ marketing strategies and marketing plans, let’s be real.
It is always beneficial to gather data from your Competitor’s Linkedin Advertising. This saves you time and money, as well as allowing you to optimize your ads more profitably. You can then identify the best marketing tactics that work for your customers and use them to improve your marketing strategies.
Don’t copy other marketers. Instead, you can use data from your competitors to get inspiration and find the Closely and recent trends. This is possible only if you are able to identify your direct competitors via LinkedIn.
This read will show you exactly what to do if you don’t have the same.
This guide covers:
How Linkedin Advertising can help you find your competitors.
LinkedIn: Follow your competitors.
These are the best LinkedIn tactics to profit from your competitor’s marketing strategy.
How to identify your competitors on LinkedIn
Before we get into the subject, do you really know your competitors?
No matter what platform you use, competitive research or competitor analysis are the foundation of any advertising campaign.
You can’t differentiate yourself from your competitors if you don’t know your direct competition.
A search engine optimization firm can make an effort to bring you fresh, targeted prospects, and increase your institution’s internet profile, while keeping in keeping with your advertising strategy. But you’ll discover this so as to acquire quality results that continue, important changes need to be created to your site, from the accession of copy to modifications to the code into adjustments to the website’s layout.
Breaking stage, you’re most likely contemplating outsourcing your search engine optimization efforts. The search engine optimization provider which you choose should have the capacity to take care of all elements of the job with minimal participation in the own organization to help save time and maintain your advertising plan intact.
Guarding Your Time
Your search engine optimization firm needs to be respectful of the time by making funds accessible to take care of copywriting, execution, along with also keyphrase recommendations, a number of the very time-consuming pieces of an search engine optimization campaign, so you don’t need to.
Even though you might have to give reference material on your advertising strategy, and as you ought to always have an endorsement measure for every milestone on your effort, your organization should otherwise have the ability to settle back and unwind while the hunt engine optimization provider handles all of the specifics.
It is very Probable Your internal marketing division does not have the extra time which would be essential to compose the optimized backup that has to look on your website. Your search engine optimization company ought to have the tools available to take care of all replicate, from brand-new webpages to upgrades of current pages, provided that you can extend the materials that accurately describe your services and products, in addition to your advertising strategy and advertising message.
Similarly, your IT department Is Most Likely already stretched thin with inner difficulties. Though your search engine optimization company doesn’t execute exactly the very exact functions as your internet design company, it should have the ability to execute all modifications to your website to a test bed, permitting you final acceptance before your site goes live. This may remove the demand for the IT people to become intensely involved with the procedure.
Many companies think they want to be significantly involved in the choice of keyphrases to their SEO effort so as to maintain the initiative in accord with their branding approach. But you might be amazed to see that the lingo your clients are using, along with the phrases they are looking for, aren’t exactly the exact same as the ones which that you may use.
Your search engine optimization firm ought to have the expertise required to perform each the search for you personally and demonstrate its findings, leaving one to just examine and accept the results.
These are only a few examples of your search engine optimization business may guard your own time. A complete search engine optimization campaign involves a lot more measures in this way, however, your company should keep the doctrine of adhering to a own branding plan whilst carrying up to the load from your hands as possible during the full procedure.
Guarding Your Brand
When you flip the reins of your Search Engine Optimization effort over to a search engine optimization business, you have to be able to trust your branding strategy is going to be followed closely. For this to take place, you have to make certain the search engine optimization business that you’ve hired has the tested resources readily available, and that means you are not jeopardizing your brand so as to conserve time.
And you have to be assured that the company can create copy that’s as precise and well-written as the inner resources could have completed. Your search engine optimization firm should have a
On staff who has shown ability in composing search engine optimized copy, and advertising copy generally. The company ought to be in a position to supply its customers with writing samples and testimonials to demonstrate that the copywriter’s capacity to translate a organization’s branding strategy and messaging.
At the Start of your effort, your research engine optimization firm should ask a “data dump” of all your present advertising and advertising and advertising materials that show your branding plan, such as whitepapers and media releases. This will make sure that some new pages which are additional to a website will likely probably be in accord with your advertising message and will likely probably soon be accurate.
Differentiators and Initiatives
An Excellent search engine optimization company will ask you for your manufacturer’s key differentiators. These are able to be woven to your internet copy from the copywriter so as to provide a more comprehensive image of your organization and boost your branding. Plan modifications and new projects on the horizon also needs to be discussed along with your search engine optimization firm so the company can make strategies to tackle them as they occur.
Your technical specialists are invaluable tools on your SEO firm, but it is clear that their period is constrained. Reputable search engine optimization business need to run interviews with all these specialists so as to acquire a better image of your advertising strategy, your providers, along with your own goods, but those interviews must be kept short and succinct. Obviously, the more info you may supply, the more in tune your SEO optimization company may be with your own brand.
On the way, Your Business may encounter new factors which have to be integrated into its effort. If you alter your advertising plan, your search engine optimization firm ought to be capable to correct your campaign so. Should you add or remove goods, your hunt engine optimization firm ought to be able to match you effortlessly. Your search engine optimization firm should remain flexible enough to handle your organization’s unique needs.
Using an internet search engine marketing campaign as part of a whole marketing and branding strategy does not have to mean extra work for your business. You ought to have the ability to discover a search engine optimization company that could deal with your copy along with your execution so you don’t need to. Your resources must only be included as far as they could be, and also the search engine optimization firm ought to look after the remainder.
To properly evaluate an eCommerce development company, choose one at a time and “Go through the motions” to place an order for a few products…You can always change your mind at the last step, the payment page.
As an extension of the regular brick-and-mortar business, the website should convey Trust and Security first of all. Guarantees should be prominently displayed, along with a statement of online security issues addressed…and full contact information puts “A face to the name” so to speak, at least geographically.
Site navigation should be prominent and simplified…a search feature is a handy Plus, but a catalog listing on each page is a basic requirement, at least a breakdown of categories.
Individual product descriptions should include any pertinent “buying decision” details you would be able to receive by reading the package at your eCommerce local store, along with shipping weights and dimensions.
Shipping alternatives and payment flexibility are a professional touch that makes many sites stand out from their competition…these are part of the “Meeting the customer’s needs” philosophy that ensures the survival of an online business.
If you manage a golf course, it’d be best to develop a solid golf course marking plan, that’s if you haven’t already. This measure is crucial because implementing a solid marketing strategy will play a vital role in achieving your objective of more revenue and increased membership. Although many golf course owners or managers underestimate an effective advertising plan’s primary function in enhancing their public image, increasing conversion rates, and strengthening customer retention, ensure not to make this same mistake.
Golf course marketing has always been an issue of concern to most general managers. By including the following in your golf course marketing plan, you’re assured of increased visibility and wide reachability of your course, leading to increased membership and more revenue.
Content Marketing Optimization
It’s true content marketing is an integral part of any online advertising process. However, not all golf course managers take the time to optimize their website’s content. Optimizing your content can increase your conversion rate from average to exceptional. Consider including textual elements like bullet points and headers to improve readability. Additionally, you might want to add images to grab and sustain attention to your content.
Social Media Optimization
One of the best ways to gain a broad reach is through social media. Millions of people regularly use channels like Instagram, Twitter, and Facebook to communicate, discover new products, and make purchases. Therefore, it’d be best to connect with your target audience through these channels. One technique you can utilize is a Twitter poll, which may include different questions on your course or golf in general. A Twitter poll can help you understand your target audience by learning what kind of amenities, services, and products they prefer for their ideal golf club/course.
While web articles and blog posts are useful methods of communicating your brand’s value to your customers, there’s a more effective technique. Video production, especially one created using a drone, is a better method of passing information to your audience and keeping them entertained to the end. With the ability to sustain a viewer’s attention, video production makes it easier for people to absorb information than going through several information paragraphs before seeing what’s offered.
Brand Ambassador Marketing
This type of advertising is one you’ve got to include in your golf course marketing plan. Brand ambassador marketing entails advertising a brand through word of mouth. Since this marketing type is a powerful form of gaining customers, ensure to implement strategies to encourage your customers’ sharing of their golf course experience with others. You can entice them to do so by offering incentive packages, such as a discount of up to 15 percent on their next golf round when they sign a family member or friend for a trial membership.
As a golf course owner or manager interested in gaining more membership and generating more revenue, you’ve got to create an exceptional golf course marketing plan. Similarly, utilize some if not all the marketing methods in this plan to achieve your goal. Don’t forget to optimize your primary online advertising efforts.
Machine learning (ML) is a subset of artificial intelligence (AI) that focuses on giving computer systems the ability to improve from their experiences without being explicitly programmed by an outside source. Put another way, it allows for computer programs to analyze data and use it to learn for themselves. Machine learning methods are sometimes grouped under the umbrella of deep learning, but a machine learning algorithm can generally be placed into the category of supervised or unsupervised learning.
The supervised machine learning approach allows a program to apply concepts previously learned to new data using pattern recognition and labeled examples. Essentially, the machine is shown how to properly perform a function and is then able to infer how to perform the function based on the training data.
The unsupervised machine learning approach involves the training of an algorithm without classified or labeled data. This allows the algorithm to perform functions using unstructured data, enabling unsupervised algorithms to perform more complex tasks than their supervised counterparts.
There are a wide variety of machine learning models that fit one of these two categories, or represent a combination, and each machine learning model is useful for specific tasks. Sets of algorithms are gathered in neural networks which are somewhat comparable to the human brain. The following are just some of the practical applications of machine learning.
It’s hard to overstate the applications of machine approaches when it comes to classification and categorization. The supervised machine learning approach is particularly suited to these tasks since it uses known labels to construct a data set. These tasks essentially consist of diving groups of data each into a separate category. Classifier systems are integral to all computer fields as they are the basis of organization. Without classifiers, all other ML applications would be impossible, from big data applications to a small relational database.
2. Image recognition
One of the most common uses of machine learning is image recognition. This is a process of identifying key features or objects present in digital images. A good example of this is face detection. It also has many more applications in analysis such as pattern recognition, individual face recognition, letter recognition, and more. While there are many techniques available to achieve these goals, using a machine learning approach has become the preferred method in recent years.
Optical character recognition can be taken a step further through sentiment analysis. This is a real-time application of machine learning that utilizes data mining of text to determine the sentiment of the author. This can be particularly useful for data analysis and storage and can help organizations quickly determine metrics such as customer satisfaction.
3. Video surveillance
Being able to properly identify a person in frame on security camera footage is extremely important, and video surveillance is one of the more advanced machine learning applications. Video files contain much more information than text or image files, and extracting all useful information is crucial. An ML algorithm can track a person across multiple frames of a video and identify them based on walking pattern and other identifying features or behavior, with facial recognition being the most prominent. Even a glimpse of a potential offender in the image can be useful, and machine learning methods are invaluable to analysts trying to make the most of security footage.
4. News coverage
As natural language generation continues to advance, it’s actually possible for bots to use a database of local information, historical data, or any other relevant sources to write news stories. This is often done to cover gaps in local news coverage, and many news outlets such as USA Today, Reuters, and Buzzfeed have used news bots to create stories and make predictions as to how news will spread. News bots can also be used to analyze sources, and some have even been able to convert simple stories into short videos and narrate them thanks to computer speech recognition.
5. Financial security
Naturally, cybersecurity is one of the top priorities for any financial institution, and it’s one of the most important applications of machine learning. Banks use ML methods to detect fraudulent transactions and alert their clients to the possibility of such activities. This is done by analyzing financial activities and delivering risk scores to make predictions about fraudulent actions.
Of course, online retailers and payment services also need to implement impeccable fraud detection as well because recovering from cyberattacks can be much more difficult than preventing them in the first place.
6. Computer speech recognition
Sometimes referred to as automatic speech recognition, this is the transformation of spoken word into text, and it makes data entry much simpler as the spoken word is significantly faster than typing speed. Of course, the machine learning applications go far beyond dictation now that smartphones and digital assistants have become so prevalent.
Machines can now easily understand a speech signal, a fact consumers take advantage of every day when they use voice search in a search engine or instruct Alexa to choose their next movie. Speech recognition can even allow users to directly speak to chatbots, since ML techniques can “translate” sound waves into bits, although there are still some challenges, such as speech speed, that can make the translation difficult. Still, this technology has already found its way into every day life for many.
How often do you bring up google maps while driving? Some of the most useful features of this service are only possible thanks to machine learning. A good example of this is its ability to predict traffic or bus schedules. This is done by collecting location data for vehicles and then accounting for anticipated stop/slow times to give a real-time estimate of traffic and delays.
Machine learning is also used by other services like Uber. For example, Uber is able to anticipate rider demand and direct it’s driverless cars thanks to data gathered and analyzed from sensors and cameras placed on vehicles.
8. Medical services
Health care is one of the most noble uses for machine learning, and applications can range from quickly scanning test results for breast cancer to using artificial neural networks to mimic the thought processes of human brains and gain deeper insights into our own minds.
Machines can even be used to make a medical diagnosis in certain circumstances where patients outnumber doctors or where fatigue could lead to harmful errors. For example, the Infervison AI is being used in China to catch cases of lung cancer early. Without this machine, the lack of qualified radiologists would make saving many lives near impossible.
Of course, not all applications are life and death. Machine learning can be used to make simple aspects of doctor visits easier, such as therapy planning for your next session.
9. Retail and service
Machine learning examples in real life like many retail and customer service jobs are more efficient by making it easier than ever for customers to buy products and by improving the level of customer service that can be provided. Consider the product recommendations you’ll find on sites like Amazon and Google. These sights have studied the products that interest you, and they bring similar products to your attention.
Customer support has also improved dramatically in more recent years now that customers can interact with chatbots and choose their communication methods when contacting customer support. Managers in nearly any field can now do their jobs easier as well thanks to virtual personal assistants and customer analytics technology.
10. Social media
Social media sites like Twitter and Facebook can use programs that automatically search for objectionable content and delete it or to recommend certain posts to users. Machine learning is used at Pinterest to search through the millions of pins uploaded each day and to optimize their ads. Essentially any social media site could use deep learning for information extraction and further analysis of the millions of ideas that get posted each day.
For some more detailed examples of machine learning, refer to this video from edureka!
The plug-in mask of the LED display is planned to protect the LED from accidental damage. It plays a vital role in the display of the entire screen. So, how to choose a high-quality LED display mask?
The use of modular planning can facilitate the rapid replacement of modules or equipment on site, or the adjustment of the black level of the external appearance of the screen. The light trap plan selected for the mask can absorb the external light to the greatest extent, and reduce the “scouring effect” of the outer surface of the screen as much as possible; and the mask eaves of the common shape plan can remove rain and snow to avoid the formation of visual obstacles on the LED light .
Regarding an LED display, the information that the online merchant audience can directly see is the LED light and the mask. The function and weatherability of the mask greatly affect the function and durability of the LED display. The selection and treatment of the mask is also the key to the continued beauty of the display.
Selection of Data
PC + 10% GF is used for mask information; pure black and black masterbatch, anti-UV agent and flame retardant are added, and the flame retardant grade is 94-V0. Strong anti-deformation performance, good flatness, not easy to fission, and can effectively protect the influence of ultraviolet rays on the occurrence of data.
The exterior is sprayed with UV-resistant high-temperature service matte black oil, which is non-reflective and ink-colored. After the entire screen is assembled, the black-screen ink-color is uniform and common, and there is no modularity.
A Series of Protection Planning
Including sun visor planning, anti-reflective planning on the front of the mask, elimination of modular planning, etc. can make the mask no water, no dust, anti-glare, anti-mosaic.
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Pressure testing specifications imposed by verification body standards include the following parameters:
Allowable Pressure loss (over the hold Period)
Thorough pressure testing specifications will also include:
Min Test Pressure
Max Test Pressure
Improving Trend [True/False]
To aid in testing, Test Pressure and Hold Period can be combined into a rate of change (ROC). For example, where the Hold Period = 10min and the Allowable Pressure Loss = 30psi, the Average Allowable ROC = 3psi/min. That is, if the average rate of pressure change during the 10min Hold Period =< 3psi/min, then the hold and allowable loss component of the test specification will have been achieved.
Once we know the Average Allowable ROC, we apply it to a test by sampling a short duration of pressure x time data and multiply it out to display it as psi/min, then compare that to the specified Average Allowable ROC.
Pressure Test Result Prediction with Average Allowable Rate of change
1) Typically, the ROC will be met well before the end of a pressure test Hold Period.
2) You cannot pass a pressure test until you have met the Average Allowable ROC
Note: The image below shows the pressure line turn from blue to green as the pressure tests ROC meets or exceeds the Average Allowable ROC for the pressure test specification. You can see approximately 1.5 min in to the 5 min hold period, the DARTT Recorder is showing an inevitable pass.
Save Time Pressure Testing with a DARTT Recorder
ROC displayed during a test can tell the operator not to “bump” pressure when the ROC has been met and the predicted end test pressure will not be below the minimum test pressure.
The ROC User Interface, combined with the DARTT Recorders other test health functions, such as “Trend” and “Prediction”, can save a lot of time when pressure testing. They also make trouble-shooting leaks significantly faster and more definitive.
Alternatively, if you have not met the ROC, and the test is not showing an “Improving Trend”, then the test is not going to pass as things stand. Most likely caused by a leak somewhere in the system that needs rectifying, so prolonging the hold period is wasting time.
Test with confidence
ROC, Trend and Prediction functions give an unprecedented level of confidence in the results during the test. Having a pressure-testing tool that can provide an objective pass/fail based on the given criteria removes the second-guessing and allows the focus to be on the next step, not whether the last step was correct.
Further Application of the DARTT Recorder ROC Pressure Test Assessment
Save a lot of time without reducing quality by pressure testing these and similar connections until the Average Allowable ROC has been met. Very little (if arguably any) assurance is gained by holding such a pressure test beyond this goal.
Consider running Riser for a BOP or Intervention System. It is desirable to confirm each Riser connection before running the next. Usually once the BOP/Intervention system has been landed and latched, a final pressure test re-tests all previously tested connections.
XENON, an Australian leader in high-performance computing solutions, has collaborated with Bright Computing, a global leader in cluster and cloud infrastructure automation software, to become a Bright service partner for the Asia Pacific region. XENON can install and configure Bright Cluster Managersoftware on its GPU and CPU HPC systems, as well as offer specialised training, management and support services, to deliver supercomputing clusters that are easy to deploy and use for enterprise, government, finance, and healthcare and education mid-market customers throughout this allocated region.
Computing and XENON will empower organisations to manage complexity and build
scalable high-performance computing environments.
Lee Carter, VP
Alliances at Bright Computing, commented; “We are delighted to have XENON join our Bright Service Partner
community to deliver professional services, systems integration, and training to
organisations in Asia Pacific. XENON has a strong reputation across the region,
and we are excited to have their specialist skills available to assist
customers deploying Bright technologies for high-performance computing and AI Solutions.”
launched Version 8.2 of their product portfolio which incorporates
new capabilities for managing edge computing, improved workload
accounting/reporting, and support for 64-bit ARMv8 processors. The new release
also comes with PythonCM2—an all-new way to interact with Bright Cluster
Manager using Python—and features some big increases in performance.
Bright 8.2 also
features some significant under-the-hood improvements that deliver a five-fold
reduction in the amount of inter-node traffic generated for management. This
frees up more bandwidth for job-related communications and improves the overall
performance footprint of the entire cluster. Bright OpenStack 8.2 now includes
the 18th release of OpenStack, Rocky. This release of OpenStack addresses the
new demands for infrastructure—driven by use cases like AI, machine learning,
and NFV—and delivers enhanced features and support for diverse hardware
architectures including bare metal. Bright 8.2 also includes support for Ceph
Bright Cluster Manager
for Data Science has been expanded, adding the ability to schedule
containerised Spark service through Kubernetes with an NGINX proxy server as
ingress controller, and the ability to deploy and manage multiple Kubernetes
clusters in a single Bright Cluster
BRIGHT FOR DEEP
organisations to gain actionable insights from rich, complex data. To achieve
this, Bright offers a comprehensive deep learning solution that includes:
A modern deep learning environment: Bright provides everything needed to spin up an effective deep learning environment, and manage it effectively
Choice of machine learning frameworks Bright Cluster Manager provides a choice of machine learning frameworks, including Caffe, Torch, Tensorflow, and Theano, to simplify deep learning projects
Choice of machine learning libraries: Bright includes a selection of the most popular machine learning libraries to help access datasets, including MLPython, NVIDIA CUDA Deep Neural Network library (cuDNN), Deep Learning GPU Training System (DIGITS), and CaffeOnSpark (a Spark package for deep learning)
Supporting infrastructure elements: Bright takes care of finding, configuring, and deploying all of the dependent pieces needed to run deep learning libraries and frameworks, and includes over 400MB of Python modules that support the machine learning packages, plus the NVIDIA hardware drivers, CUDA (parallel computing platform API) drivers, CUB (CUDA building blocks), and NCCL (library of standard collective communication routines)
For more information
regarding implementation and support for Bright’s Cluster Manager software
please contact XENON.
XENON is an Australian
leader in High Performance Computing solutions. XENON’s innovative
products and technology are designed to tackle the most data intensive and
complex visualisation challenges, allowing its clients to focus on breaking new
ground in their respective fields. Whether it’s high performance computing,
network design, server and storage solutions or visual workstation technology
being sought, it has delivered tailored solutions in a variety of demanding
environments including science, defence, manufacturing, precision medicine,
finance, broadcasting, motor racing, education and telecommunications.
Recognised and trusted
as a partner to achieve the extraordinary, its talent lies in applying new
thinking and ideas to create pioneering solutions that uniquely address
client’s needs. Further information about XENON.
ABOUT BRIGHT COMPUTING
Bright Computing is
the leading provider of platform-independent
commercial cluster management software in the world. Bright Cluster Manager,
Bright Cluster Manager for Data Science, and Bright OpenStack automate the
process of installing, provisioning, configuring, managing, and monitoring
clusters for HPC, big data, machine learning and OpenStack environments.
Bright’s products are deployed in data centers around the world for
organizations in healthcare, manufacturing, oil & gas, energy,
pharmaceutical, financial, academic and government. Bright has reseller
agreements and technology partnerships with leading enterprise IT providers.