For most part of history, data has only been getting bigger and bigger! And for most organizations, big data is the reality of doing business. It is the foundation of organizations, and their very existence is dependent on data- of past, present and future.

Simply put, big data is similar to ‘small’ data, but only ‘bigger’. Hence it’s management requires different tools and approaches as compared to traditional data management systems. In addition, with growing data volumes, it is essential that real-time information can be extracted from its IT systems, otherwise the business risks being swamped by a data deluge.
Big Data- How And Where?

Three processes are key to enabling big data – the increase in storage capacities around the world (thanks to the ever-intelligent technology!), the increase in the processing power, and the easy availability of data on a large scale. The best examples of big data storage and processing are WalMart and The large Hadron Collider.

In terms of it’s sources, big data typically comes from social (Facebook likes and Twitter tweets), transactional (invoices and storage records) and mechanical (industrial equipment) sources.

The Three V’s

Forbes mentions three key aspects of big data – it has volume (large size), velocity (speed) and variety (applicable to all kinds of fields that require data accumulation). These combine to form the three key elements of big data.

As of 2012, about 2.5 Exabytes of data are being created each day, and that number is doubling every 40 months or so. Also for many, the speed of data creation is more important than volume. Real-time information helps a company be much more agile than its competitors.

Keeping the above in mind, it is ideal to go in for a reliable web host, when hosting your business site, one that makes data management a breeze. You can find the top web hosts at Hosting Reviewed .

Economics Behind Big Data

The economics of big data revolves around commodity hardware compatibility, reduction of storage costs in the face of huge data, an open source system (such as Hadoop) and a web economy. An interesting survey by TCS on Big Data has revealed that trying to understand what a large company is doing with big data depends upon whom you ask in that firm.

Big Data Analytics

Big data analytics involves the process of looking at large amounts of data (that can be of a large variety) in order to uncover hidden patterns, correlations and other useful information. If predictions are to be believed, analytics will move to the point of decision in 2014, as it will help businesses make data-informed decisions.

The Future

2014 is predictably going to get bigger for big data! People will gradually begin to understand the term ‘big data’. Presently, many still don’t comprehend the concept. The fact that we’ve all just started to talk about big data and what it means to companies is a step forward – in the coming years, there will be lot that will be researched and applied in this field. It’s going to change the way you do things in the future.

Author Bio:
With a technical prowess, David White has enabled exhaustive understanding of the hosting industry over an expansive period of 15 years. Currently he works with Hosting Reviewed, providing critical analysis of various hosting companies listed.

About Big Data – a History

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Role of Ai Overview in Traditional Optimization and Current Search Pages

It’s no exaggeration to say that Artificial Intelligence Optimisation (AiO) has quickly become one of the most debated topics within the digital marketing industry. With developments in AI search, the rise of the conversational assistant, and of course the advent of Large Language Models (LLMs), many organisations are exploring what the future holds and how they can ensure their website remains visible to their audience as new avenues of discovery take shape. One of the first and most important points to make however is that AiO is still very new.

Unlike a traditional discipline like Search Engine Optimisation (SEO) that has been well-established for decades with established guidelines, there is as of now no official standard or widely adopted technical framework for optimising your website for AiO.

The field is still evolving and much of the current information available comes from observations, evolving guidelines from search engines, and our ever-increasing understanding of how AI systems discover, interpret and display information. It is crucial to view AiO as a progression of the work we are already doing on the technical side of SEO. The most crucial element of all this – will come as little surprise –is technically strong SEO. Any website with underlying structural issues will very quickly find itself performing poorly within the new world of AI powered search, before you even begin to consider advanced AiO tactics, you need to have solid technical SEO in place.

Ai search engines and algorithms all need the same things – they need to be able to crawl, render, interpret, and understand content AND context, on your website.

Technical website design

Technical website design offers significant improvements to both search engines and AI systems when compared to messy code, conflicting markup, poor site architecture, and content that search bots simply cannot access. Many AiO optimisation strategies and techniques will be refinements to existing best practices for technical SEO. Technical optimisation must continue.

High loading speed, secure site with HTTPS, mobile-responsive, well-structured and semantic HTML, coherent linking between pages, XML sitemaps, robot.txt file in place, canonical tags in position, a well-formed URL structure, accurate status codes, and optimized server response times – are all important components. This work isn’t new – it’s been at the centre of Technical SEO for a number of years now and continues to be vital to the effective use of AI-powered search. Another great example is structured data.

With the use of schema Markup, businesses can clearly tell search engines and AI about specific elements of content, such as their organisation, their products and services, their location, their events, and more.

It’s one of the simplest ways of making content far easier to understand and it can undoubtedly play a role in increasing relevance within the new landscape of AiO. This makes content easier for AI systems to read, understand and attribute correctly. There will no doubt be more advancements in this area as the new frontier of AI becomes further explored by industry. Quality content also continues to be the cornerstone.

Ai and Contextual Search

AI will not only identify keywords on your pages but will analyse content more closely to understand topic areas, relationship of concepts, the user's intent, and the general context of information.

For this reason, content should focus on readability and relevance – not just on keywords and ranking factors. Articles with clear formatting, hierarchical heading structures, subheadings that clearly indicate the topic and a well written narrative are a far better way of ensuring your content can be correctly understood by AI and read naturally by users. What all this is highlighting is that most of what we already believe is a good SEO practice isn’t changing with the advent of AI.

Indeed, much of AiO relies upon solid foundational knowledge of SEO, with optimisation techniques and approaches that organizations that already practice good SEO are generally ahead of the game. Technical optimisation, from an implementation standpoint, involves a slight evolution of best practices and standards that organisations are already adopting in order to establish visibility. Homepage optimisation is arguably of greater importance now, with many AiO strategies beginning and ending at the home page to clearly define what your website is about, the service you provide and the geography you operate within. This should be reflected in the navigation and internal links structure of your site.

Hosting configuration and optimisation is as important now as it was before AIO, with the use of CDNs, image optimization and compressed files contributing to better overall performance.

As well as site load speeds this impacts how quickly and reliably an AI can crawl and access content on your website. The use of JavaScript. AI search engines and crawlers are becoming much better at processing JavaScript, however, if you over rely on client-side rendering for essential page content, then it’s important that the initial load is sufficient enough that important information can be interpreted quickly by search bots/ algorithms. JavaScript-based SEO best practice has become quite well established over the years and remains of vital importance.

Semantic HTML and Accessibility.

Web accessibility practices ensure that both users and search engines and AI can access content and understand it more effectively. Semantic HTML uses clear tags to provide information to machines. While an AI can technically work with poor HTML, it will do so much more effectively with correctly marked up web pages.

Trust and Authority.

AI-powered systems are keen to recommend the most trusted and relevant resources available and so it’s crucial that your website has this at its core. This involves having accurate contact details, author profiles, privacy policy and demonstrating authority in your area. There will naturally be further evolution in AiO as the technologies involved continue to develop. We will no doubt see further enhancements and adaptation with the emergence of AI-powered summaries, natural language conversational interfaces and an increased focus on retrieval augmented generation and semantic indexation.

Current Strategy

At the present time however the most sensible strategy for organizations looking to benefit from AiO is to focus on getting their existing SEO right and to optimise for AiO from the groundwork up.

This includes making certain you have strong and clean Technical SEO, implementing relevant structured data, writing clear and valuable content, prioritising excellent user experience, and providing a user-friendly, secure website for both human visitors and search algorithms. Ultimately, AiO should be considered an evolution of Search Engine Optimisation, not a completely separate entity. The most well positioned organisations will be those which already excel at SEO, and which embrace the future of technology as it unfolds.