Cloud Computing: Propagating Environmental Friendly Infrastructure

Cloud Computing: Propagating Environmental Friendly Infrastructure
The rapid industrial expansion has put natural resources at risk to the level that environmental sustainability has become one of the primary concerns of companies and governments. As the entire world is also well aware of their contribution to the environmental degradation, people have started to take measures in whichever circle possible to tackle natural resource crisis. Most of their efforts include a focused reduction of carbon footprints. By going green, people are realizing that contribution of each person is necessary to overcome such a situation. From reducing paper use to efficient electricity consumption, people have found ways for significant contribution. Cloud Computing is also one such platform that provides both the firm and their consumers to follow the same path. Environmental Benefits of Cloud Computing include:

Energy Efficient
At surface it may seem that cloud server consumes a lot of electricity due to its distributed servers, however, the reality is not so. The likes of Hybrid Cloud, Integrated cloud and so on have redefined the efficiency measures in cloud computing. They use a flexible cloud stretch that takes the space according to the need of the storage. In this way, no server sits idle consuming electricity. The amount of energy needed is exactly equal to the amount of energy used. This contributes to not just saving the energy but also cuts down on business expenditure. It requires fewer machines and makes optimum use of those in executing the tasks. The cloud space does not sit idle and this results in a better allocation of resources, contributing thereby to environmental wellbeing.

Infrastructural Advancement
The deployment of energy efficient systems that use minimized resourced has a twofold advantage. Beside reducing electric consumption, the cloud system takes shape of a well-organized infrastructure. Public cloud data centers are usually established in close vicinity to the facilities which results in prevention of loss of energy during heavy data transmission. They use less wattage for smooth run of their data centers and are designed at scale and built for efficiency across infrastructure to achieve optimal utilization.

Reduction in Climate Impact
There are several other ways in which firms impact the climate. Apart from deforestation, industrialization has also led to an increased emission of carbonic particles. The climate impact is greatly reduced by the cloud deployment as a result of fewer carbon emissions. Even AWS holds that the average corporate data center has a dirtier power mix than the typical large scale cloud provider. AWS and its partnered cloud providers use 28% lesser carbon-intense power mix. For that, these cloud providers use perfect temperature for their cloud servers that lets systems run at peak performance level without further expanses. The cloud infrastructure eliminates the wasteful spending of energy because of the use of energy efficient equipment and fewer carbon emissions.

The Paperless Option for Businesses
Going paperless is one of the highly praised steps in conserving the environment. It helps in minimizing the deforestation at a significant level. Firms usually keep forms and files that contain company data. Cloud computing allows the company to deal in electronic data. Moving the data to cloud is like making the data available at a centralized location which can be accessed by the authorized personnels. By eliminating the need of paper material, cloud computing enables the firms to invest in on going environmental contribution.

According to the Guardian, companies can cut their carbon emission to half by switching their data to cloud servers. With such a massive potential for sustainability and propagation of environmental resources, cloud computing is definitely a thumbs up.

Cloud computing has played a vital role in securing and strengthening the environmental ecosystem. When embarking to cloud, numerous quantifiable benefits follow. The instances of energy reduction, increased efficiency and computing capabilities, going paper-less and so on, all closely denote these benefits.

The green and eco-friendly aspect of cloud is mostly overlooked alongside other multifaceted advantages of cloud computing. It has impacts far beyond just the conservation of energy. It, in a way, redefines the modern computing. The firms no longer have to worry about inefficient space nor should they worry about wastage of energy and money. Cloud computing also immunes the companies against carbon credits. They cannot afford to be a threat to the environment while being passionate of catering to the needs of its customers. The contradiction of natural wellbeing and environmental threats in industrial agenda is eradicated through the deployment of cloud computing.

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Benefits of Utilizing Enterprise Cloud Applications

Benefits of Utilizing Enterprise Cloud Applications
With the cut-throat competition swarming the market these days, there is a race amongst companies to move ahead of their competitors. Enterprises are devising new solutions to understand what it takes to be on top. As the world of technology advances, there are a plethora of options available to organizations, which promise to make their day to day processes more manageable, and beneficial at the same time.

When one talks about technological advancements, it would be a sin not to address the various nuisance nuances of the Cloud. One such nuance is the introduction of enterprise Cloud services which prove to be a complete solution. IT managers are given the opportunity to benefit tremendously with the movement to the Cloud; benefits might be concerning the cost savings, revenue growth or even efficiency within the day to day work production.

Companies are quickly moving their operations to the Cloud to harness the power of innovation. Firms which refrain from moving to the Cloud face the dangers of being outdated, which can be a deal breaker for a lot of prominent organizations. By 2025, most top-notch organizations are aiming to shift 50 percent of their workload to the Cloud with an aim to adapt to the benefits of Enterprise Cloud Computing.

Cost Savings
Since this is one of the biggest reasons for companies to move to the Cloud; if this movement is giving you nightmares at night, rest assured, you are not the only one who is worrying about the initial movement cost – more than 20% of companies are worried about the move to the Cloud.

For companies who don’t have much work in the Cloud, there is a pay-as-you-go feature. This way, you only end up paying for the attributes you use and the time you spend online.

In cases where you don’t use the features you signed up for, you end up paying for your online time only; this is solely dependent on the type of service provider you have signed up with and what features they are offering you with the subscription. Most of the time, you can pay for the server space you need, and the rest can be clocked with the pay-as-you-go option for convenience sake.

Security of Data
When it comes to moving to the Cloud, security proves to be one major area of concern for organizations. Given the latest widespread data breaches, this issue does not come as a surprise. The hosting company’s primary role is not only to provide hosting services but also to maintain the Cloud’s security at all times. In the case of a breach, organizations would end up losing a lot more than just their files.

By moving to the Cloud, the problems of internal theft are put at bay. Within organizations, the chances of internal data theft are staggeringly high, which makes a move all the more lucrative for organizations. However, that does not mean that security is a concern which should be overlooked, even when all internal data is being moved to an external Cloud service. As per a recent survey conducted by RapidScale, it was calculated that close to 94% of businesses noticed an improvement in data security after moving to the Cloud. External Cloud service providers often provide encrypted data services, along with other security features, which makes the process of moving to the Cloud all the more secure and efficient.

Flexibility
If you are currently juggling between managing your core responsibilities, along with the problem of data storage, security, and maintenance then it is time to move to the Cloud. With such services in place, organizations can benefit tremendously as they obtain flexibility which only an external service provider can give.

Concentrating on core responsibilities, without having to fret about data storage, data security and IT hosting can provide additional flexibility to organizations. With an external hosting vendor, more than 65% of organizations were able to meet business demands in a more efficient, and structured manner.

Boost Productivity
The ability to access your data efficiently can go a long way in boosting the productivity of employees’. When data is remotely available, it becomes easier for employees to make real-time decisions related to business problems and organizations can perform better when it comes to meeting production targets and enhancing customer experience.

The Final Word
Cloud infrastructures lend a helping hand in environmental proactivity by providing virtual services rather than merely physical products and hardware related services. The Cloud has an extensive list of advantages, which can be harnessed by tying up with the right service provider. The organizational goals can go a long way in deciding the type of services to consider eventually. With the cut-throat competition in the market these days, there is a rat race amongst companies to move ahead of their competitors. Enterprises are devising newer solutions to understand what it takes to be on top of the other. As the world of technology advances, there are a plethora of options available to organizations, which promise to make their day to day processes more manageable, and better at the same time.

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DevOps and The Cloud are the Much-Needed Pillars of Digital Transformation

DevOps and The Cloud are the Much-Needed Pillars of Digital Transformation
Digital transformation has become the new age mantra in this fast-paced tech equipped world. The Cloud has become synonymous with such modern age developments. One would ideally relate the development of the Cloud with digital transformation. However, the current situation could not be further from the truth.

To drive fast-paced changes in today’s business structures there needs to be agile IT architectures in place. These days, more or less every sector is heavily influenced by four technological components, which are social media, mobile technology, analytics, and the cloud.

On the other hand, DevOps refers to speed, quality, and adding value for money. Combine the Cloud to this mix, and you have a winner on your hands. The provisioning of applications and infrastructure is supported heavily by the Cloud, which helps balance out the duo of DevOps and the Cloud for bringing about Digital Transformation.

Successfully Merging the Cloud and DevOps
The sheer beauty of the Cloud’s relationship with DevOps lies in the inclusive relationship they share with each other. Organizations which rely heavily on operations use the Cloud’s computing services to steer their productivity and efficiency speed. Through the means of Cloud computing, developers can gain more control over their components, which often results in shorter waiting time.

By using Cloud’s tools, the process of building and managing codes, services and can eliminate human errors while driving speed and efficiency in the day to day processes. Another aspect where the Cloud comes to the forefront is in developing the ability to generate self-service methods for enabling IT in-frastructure. Since the provisioning time is eliminated, developers can try new things, create new codes, penetrate new markets easily, and launch new products with ease.

DevOps is nothing but the amalgamation of all such services, wherein the developers and the opera-tions teams work together, by using the Cloud as a common platform. By following this approach, they can learn new definitions, as well as develop various strategies at the same time. Through the regular use of Cloud services, developers and operations become more comfortable with the nuances of the Cloud’s languages, allowing them to work seamlessly with each other.

The Multiple Benefits of a DevOps Strategy
In this give and take the relationship between Operations and developers, both parties can benefit immensely. Developers can teach Operations about the various aspects of the code, while Operations can educate developers about the organization’s infrastructure. This way, both parties involved bene-fit tremendously, which translates into the organization’s growth in the long run.

The Cloud propels IT transformation through a means of advanced tools and automation, enabling companies to drive growth and efficiency throughout the different processes within their organiza-tion; it also allows the usage of DevOps processes, with an aim to aid transformation.

At the end of the day, DevOps and the Cloud can aid digital transformation in the following manners:

    • Introduce new products within the market, since development, and deployment processes are streamlined to make production releases quick with high efficiency.
    • Enhance system maintenance through automation and code induced infrastructure within the Cloud.
    • Increased levels of security, which comes as a result of automation.
    • Eliminate downtime through the use of continuous cloud-based operations in which developers can apply automation, build stateless applications, and increase business reliability. These processes im-prove the organization’s customer satisfaction in the short run and the long run simultaneously.
    • Scalability is the final reason why organizations turn towards using DevOps and the Cloud. Through scalability, organizations can reduce development costs, which are incurred in the development of global IT infrastructure.

To usher in digital transformation there is an inclusive interdependence between the Cloud and DevOps; the two can’t be performed in silos, and need to be applied together to ensure a significant degree of digital transformation.

The concept is rather simple; the more involved developers and operations continue to be with each other, the better would be the results in the future. The higher the interdependence, the stronger would be the outcome of digital transformation within the company’s policies and procedures.

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Hybrid Cloud: Defining The Face of Futuristic Cloud Architecture

Hybrid Cloud: Defining The Face of Futuristic Cloud Architecture
The future of cloud computing is a matter of hot debate. While some persist in one direction celebrating a unified and hybrid cloud, others have different prospects in mind altogether. Ever-changing cloud technology is rearranging its shape; the forces of business that guide cloud infrastructure have defined new dimensions for cloud technology as a whole.

In the recent years, a trend has evolved in which a more cautious approach is taken on the part of companies; they falsely assume that the cloud is profoundly metered and, therefore, become more judicious about what they move to the cloud. Indeed, they are unaware of the technological advancements that cloud has undergone or will undergo shortly.

One of the most remarkable advancements that have unfolded new dimensions for cloud migration is hybrid technology – a new kind of cloud computing environment that makes use of an amalgamation of on-premises, private cloud, and third-party, public cloud services with orchestration between the two platforms. Hybrid technology allows workloads to move between private and public clouds based on current computing needs and changes in cost, thereby, renders the enterprises greater flexibility and varied data deployment options.

The Hybrid Architecture
• The Hybrid cloud operates upon three primary components of modern-day cloud computing, namely:
• A public Infrastructure as a Service (IaaS) platform, such as Amazon Web Services, Microsoft Azure, or Google Cloud Platform.
• The construction of a private cloud, either on-premises or through a hosted private cloud provider.
• Adequate wide-area network (WAN) connectivity between two environments.

In the hybrid cloud, with use of these three prerequisites, an enterprise can choose a public cloud (which is essential to access compute instances), storage resources, or other services, such as big data analytics clusters or serverless compute capabilities. Enterprises have to architect their private clouds to achieve compatibility with the desired public cloud(s), which involves the implementation of suitable hardware within the data center; this includes servers, storage, a local area network (LAN) and load balancers.

As a next step, the enterprise must deploy a virtualization layer, or a hypervisor, to create and support virtual machines (VMs) and, in some cases, containers. Then, IT teams must install a private cloud software layer, such as OpenStack, on top of the hypervisor to deliver cloud capabilities, such as self-service, automation and orchestration, reliability and resilience, and billing and chargeback. A private cloud architect typically generates a menu of local services, such as compute instances or database instances, which users can choose according to their need.

Selecting hypervisor and cloud software layers that are compatible with the desired public cloud and ensuring proper interoperability with the public cloud’s application programming interfaces (APIs) and services are the critical steps in creating a successful hybrid cloud; this also enhances the migration process between private and public clouds. A creative developer can create advanced applications by mixing the components of various services and resources across the public and private platforms.

Hybrid Cloud Benefits
Apart from flexibility, many other benefits result from the deployment of a hybrid cloud. For example, it enables an enterprise to deploy an on-premises private cloud to host sensitive or critical workloads and use a third-party public cloud provider to host less-critical resources, such as test and development workloads; this keeps security concerns intact while following the business protocols that are most effective.

Manages Fluctuating Workloads
A Hybrid cloud is also the perfect partner of fluctuating workloads; it is valuable for the workloads that are dynamic or highly changeable. For example, businesses that witness seasonal ups and downs in sales, therefore fluctuation in data, may benefit. These businesses can expand their cloud capacity by employing third-party public cloud for less confidential data in sync with their private cloud. The applications run on the private cloud but can use cloud bursting in a situation of extended computing demands through accessing additional computing resources from a public cloud.

Handling Big Data
Suppose in an unexpected situation; an enterprise has to expand its cloud capacity. That enterprise can access a third party public cloud for the sudden need and let go of the space when the need is no more – this saves big bucks for the firm. Additionally, if the firm has the requirement of extended cloud space for a long run, the hybrid cloud seems to be a better choice than a fully committed private area due to its flexibility, affordability, and ease of opting out.

The Mix of IT Services
Hybrid cloud also enables an enterprise to mix IT services and manage them in various combinations; this results in the creative use of cloud space and far better efficiency.

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Cloud Computing in the Healthcare Industry

Cloud Computing in the Healthcare Industry
Data is omnipresent; the healthcare industry is no exception to this fact. As the Cloud takes over technology at an exponential rate, there is a vast amount of potential for Cloud computing in the healthcare industry. Since the Cloud provides on-demand computing, it has rapidly become the go-to tool, especially when healthcare institutes and hospitals require deploying, accessing, and handling network information at the drop of a hat.

As healthcare regulations push the healthcare industry towards the need to look for better storage, collaboration, and data sharing techniques, there is an imminent need to prevent any data loss. Since electronic medical records (EMR) are prone to data loss, the Cloud has proved to be a reliable, secure medium of data storage; this can thoroughly be ensured by defining security parameters with Cloud providers at the time of undertaking the services.

Moving to the Cloud for a Better Tomorrow
The Cloud provides endless benefits to the healthcare industry. While many hospitals and institutes have already moved to the Cloud, many others are in the process of implementing their facilities to become available. The Cloud facilitates better collaboration while giving access to secure storage and providing remote access to stored data. Further, there is a remote conferencing facility available, which can update a patient’s health condition in a matter of minutes, all leading to considerable time-saving.

To perform all tasks related to storage, data manipulation, transition, and collaboration internally, a healthcare unit would need to invest heavily in infrastructure and the resources for maintenance. However, this process would mean massive costs and dubiousness around the full utilization of resources. However, with the use of the Cloud, all these thoughts can be put at bay, since everything is performed at a fraction of the total cost, leading to enhanced efficiency.

As soon as providers move into the Cloud, traffic gets channelized to the Internet, instead of the data center. This way, there is a lesser load on internal servers, as the availability and bandwidth free up drastically.

Use of Hybrid Cloud Services
Not many healthcare providers are too keen on making the use of public or private Clouds. Instead, such institutions make use of hybrid Cloud services. Hybrid cloud services make use of on-premise private data-center and third-party public Cloud service, which helps create a hybrid setup between different servers. This way, providers have an option to choose the apps and resources they would like to utilize within their local data center as well as in the Cloud.

Top Three Benefits of Cloud Computing
We have established the importance of the Cloud in the healthcare industry. While security is a significant concern with the storage of the data in the Cloud, nevertheless, it is not a deciding factor at the same time. Here are the top three benefits which highlight the usage of the Cloud services in the healthcare industry, and why it has become such an integral part of the technological universe:

Improved Patient Care Services: Patients can benefit immensely, as different health services are moved from a physical environment to a digital environment. Through the Cloud, doctors and patients can initiate virtual sessions, which enable the use of enhanced patient care services. Users can share, view, and store their records in the Cloud, while doctors can archive and access them remotely as well. By placing documents in the Cloud, different healthcare centers can access patient data with the press of a button, without having to bother about endless paperwork and delayed treatment issues.

Freeing up Essential Resources: The Cloud has been aligned to provide exceptional support in operational, administrative, and HR functions. It can ensure an outstanding quality of services when it comes to scheduling, referrals, sourcing files, inventory management, as well as perform many other types of behind the back actions. All this can be achieved at relatively low costs, which makes the process all the more efficient and lucrative for the end users. In other words, through the use of the Cloud, health institutes can expect better resource allocation, at a fraction of the cost.

Paving the Path from Administration to Analytics: Since a significant part of analytics is about data storage and manipulation, the Cloud comes in handy when tasks are more analytical, as compared to administrative. In fact, Amazon’s Web Services (AWS) are currently in the process of analyzing genomic data, which can help medical practitioners take a deeper dive into the causes of breast cancer and ovarian cancer.

Given its collaborative nature, the Cloud is becoming the future of tomorrow, and the healthcare industry shall be no exception to this fact, not now, not ever.

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Four Key Steps That Can Enhance and Endure Cloud Migration

Four Key Steps That Can Enhance and Endure Cloud Migration
There are always specific steps that ensure a targeted result in any process; they make use of three essential prerequisites—background information, resource availability and a predetermined goal. This principle does not go unnoticed when considering cloud migration solution. Though, to achieve the optimum results out of this process, while in line with this principle, the migrators must employ systematic steps that stand to endure the whole process. Some of those critical steps have been explored below.

1. Testing and Re-testing
It is always necessary to run planned tests to achieve a better hold of the current situation. The first stepping stone to a successful migration is successful testing. A migration test performs steps to ensure the data migration is ready or identifies the areas in which improvements are needed so that the process runs seamlessly. No firm can afford the loss of data – primarily when it belongs to a third party. Therefore, it becomes essential to work on the safe side. A migration test helps determine that a business workload will run in the cloud successfully after migration. The process involves multiple sub-steps such as:

• Replicating business data to the cloud
• Ensuring the testing solution creates a real-time copy of the replicated data
• Attaching replicated data to the testing workload on the compute instance before bringing it into production
• Repeating the tests seamlessly without manual effort or downtime to the business

These sub-steps are essential for successful testing because the dynamic IT environment can be severely impacted by configurational divergence. These crucial, automated and non-intrusive tests repeatedly run parallel to the business operations without affecting foreground data in any way.

2. Ensuring Continued Visibility into Business IT Health
Monitoring business IT health is vital in guaranteeing compliance with internal and external regulations, in addition to ensuring business critical service level objectives. The spectrum of business workloads falls so sporadically in public clouds that the real-time visibility and analysis of business IT health becomes very complicated.

Organizational cloud adoption is becoming common nowadays but very minimally in public domains. Many companies rely on the legacy and critical workloads hosted on premises. Since business applications have spread across multiple geographic locations and one or more clouds, this geographical and functional fragmentation can potentially affect IT operations. The various teams managing these workloads also contribute to the lack of visibility into IT health, which in turn increases expenditure costs. Thus, it is very wise to keep a proper eye on business IT health.

3. Adding a Resiliency Safeguard
When a third party’s data is taken into custody, it naturally becomes the responsibility of the service provider to ensure its protection. The data cannot be said to be “safe” until, and unless, it is protected by a resiliency safeguard. Loss of potential data may likely impact the business’ financial and reputational aspects. It is mandatory to remain vigilant and prepared for an outage that is beyond any control; this can be achieved by implementing a resiliency solution for public cloud workloads other than the basic resiliency add-ons made available by the cloud provider. A robust solution, on the other hand, helps instantaneously alert a business when an outage occurs, and shifting of workloads to another zone or region in the cloud is quickly performed.

4. Being Prepared to Migrate out of the Cloud Whenever Needed
The custody of business workloads can often be tricky, especially when one opts to move out of the cloud. According to IDC’s 2016 Cloud Computing survey, Vendor lock-in is one of the prime concerns of organizations surveying the public cloud. Other pressing matters include the sourcing and storing of data, and the security of cloud computing solutions; this indicates how the custody of company data plays a vital role in strengthening the business’ backbone. Cloud platform vendors prefer to have a firm grip on the business’ data which, at times, has made foreign clients skeptical. For this reason, most public cloud vendors offer their own free native tools to migrate solutions to their cloud. However, with the organizational objective shifting, the goals often tend to diverge from their first states after a decade; this often results in the need to move out of the cloud platform. Therefore, the business must be ready to act upon the need of the hour. Companies need to be prepared to migrate out, if the need arises, which should not cause any disturbance to the organizational pace.

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True Business Efficiency Combines the Power of Cloud Computing and DevOps Practices

True Business Efficiency Combines the Power of Cloud Computing and DevOps

The use of both DevOps and cloud-computing have become a promising combination for companies these days. The blend of practices and implementations provides increased speed and efficiency, as well as higher agility and better end-user experiences. While the Cloud and DevOps are two independent technologies, they become intertwined, resulting in a workflow more efficient than ever before.

The Driving Force of the Cloud and DevOps

Implementation of Cloud computing techniques has rapidly ushered in the use of the DevOps philosophy. Through this trend, enterprises are increasingly making use of agile software to develop and implement administrative IT operations for their customers to enhance their services in the long run.

Through the concept of DevOps, businesses can break down their functional silos and drive discipline between their IT-related processes. Since the process of development is rather elaborate, more companies have to spend a lot of time, effort, and resources to plan and transform their IT infrastructure thoroughly – all to obtain the maximum benefit out of available resources.

The progression of the Cloud and DevOps has been rather sudden, as compared to other technological advancements in the enterprise market. The development of DevOps is aimed at making the approach more Cloud-centric; this means that most public and private Cloud providers are beginning to support the implementation of DevOps within their platforms. These practices will enhance and aid the continuous creation of development tools. Strong integration leaves little or no space for cost inefficiencies, as there is an efficient mode of centralized governance within the processes.

Through effective governance, there is tighter control on developers, since they have a more streamlined process to follow, which is controlled centrally via Cloud services. This way, in a subtle yet efficient manner, companies can bring their differentiated departments under control. Cloud-based DevOps also lessen the need for leveraging resources, thereby providing a usage-based accounting solution. Through such elaborate measures, companies can track their applications and developers related data.

Would it be right to say that the Cloud is running DevOps? The answer is quite merely ‘no.’ Given the interdependence between the two technologies, there is an imminent need for both the technologies to be present to derive maximum functionality. As per RightScale’s 2015 State of the Cloud Report, over 71% of companies have adopted 66% of DevOps within their Cloud Services.

DevOps Leads the way into the Cloud

The Cloud is ruled by DevOps – this fact has been proven time and again. With the powerful combination of the Cloud and DevOps working together, there is a lot of aggregate value for CTOs, who are working to remove technical challenges from the paths of implementation. To gain maximum efficiency out of the partnership between the Cloud and DevOps enterprises need to strive towards the rapid deployment of DevOps practices continually.

Due to the inherent lack of knowledge and deployment techniques, many large enterprises and developers alike fear the implementation, since the concept of utilization comes across as confusing and sometimes, even impossible. If Cloud computing is paving the path towards the future, chances are enterprises and developers will need to take this bull by the horns and make the most out of it. In other words, if the Cloud has to work, one must adequately know how to deploy and implement DevOps for best results. Companies such as Idexcel focus on providing DevOps consulting services which provide reduced development times and operational costs for businesses of all sizes.

Use the Cloud and DevOps to Your Advantage

Budgets need to be focused and modified to utilize the Cloud’s full potential and meet enterprise goals. DevOps is about using the right techniques to mold the Cloud’s functionality to one’s advantage. The better the implementation, the more efficient a process will be created. With the right approach and the proper knowledge, developers and enterprises can go a long way in advancing towards the right direction, especially when it comes to meeting all chalked out goals in the long run.

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The Future of Data Science Lays within Cloud-Based Machine Learning and Artificial Intelligence

The Future of Data Science Lays within Cloud-Based Machine Learning and Artificial Intelligence

From working in solitary cubicles to working with artificial bots, automation has come a long way and has changed how the modern generation works. Today, Artificial Intelligence (AI) and Machine Learning (ML) have become regarded as the future of tomorrow’s workforce and culture. At Idexcel, we have been keeping track of these ongoing trends.

It has been said that “with great power comes great responsibility.” If we tweak this statement a bit to reflect more contemporary times, we can also assuredly say that “with great technology, comes heaps of data.” The more we progress on the path of digitization, the more massive our datasets have become, and the idea that fascinates all data scientists is linked with the emergence of AI and ML technologies – how can they be used efficiently?

Here are top 10 trends that you should look out for as they shape the direction of data analytics in our future:

Augmented Analytics: This technology broadly utilizes the power of machine learning to automate data preparation and presentation. Through the use of augmented analytics, data scientists hope to be able to aid human intelligence, to produce rapid outcomes in different data-driven domains.

Artificial Intelligence and Machine Learning: Many of us might still be living in a bubble when it comes to AI assisted work. However, the fact of the matter is, that this bubble is going to burst. With robotics and artificial intelligence taking over at an increasing pace, there is a very heavy emphasis on getting data up and running to meet organizational goals. AI and ML will be used extensively to simplify work processes through the use of Big Data analytics.

Big Data: As technology has been advancing over the years and more affordable machines have emerged, faster processing powers have been available to businesses. Now, as cloud services are taking over traditional storage methods, there is a lot to look forward to regarding the increased output of processed information. As all these sources of information generate data, there is an imminent need to draw meaningful conclusions from the data – this is where Big Data comes into the picture. As the sources for storage get defined, Big Data provides excellent methods for allowing the manipulation of stored data to draw analysis and get the ball rolling.

Cloud and Edge Computing: One can easily say that technology has reached the Clouds. Companies such as Amazon, Google, and Microsoft are providing Cloud Services to organizations for storing their day to day data. Edge Computing, which is another form of shared computing, has become the next generation’s technology. Through the means of Edge Computing, organizations can overcome connectivity and latency issues, so that the distance data has to travel is reduced significantly. Edge Computing has seen an increasing rate of growth in mobile computing, as well as in the decrease of computer hardware. The rising use of IoT-enabled devices has ushered in an era of new technology.

Predictive Analytics: As more problematic situations emerge, there is a need to develop systems which can solve problems with ease and provide meaningful solutions. Predictive analytics prove to be the solution for such issues. The better the insights, the more structured are the solutions. Such are the capabilities of predictive analytics, as they help organizations gear up to tackle the worst possible issues.

Blockchain Technology: Digital currencies, such as BitCoin, owe their very existence to Blockchain technology. Given the success rate of cryptocurrencies, there is a lot of focus on merging Blockchain technology with the world of data science. The idea is to fuse the two methodologies together, to maximize the results. Since Blockchain technology is a versatile source, it can store any digital data; it has become a well-received option with data scientists.

As more and more organizations are taking analytics and data science seriously, there is an imminent need to progress to the next level of technology. Here at Idexcel, we work with clients every day to provide DataOps Consulting and Services; it has become an inseparable part of the modern organizational structure. As we progress into the future, the thin line between business intelligence and artificial intelligence will be removed; data will become smarter than ever before.

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