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Oracle Introduces Big Data Infrastructure

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Choosing how to implement your Big Data capabilities is critical; buying a complete solution could reap rewards. Building your own big data capabilities from scratch does seem tempting to many companies.

They see it as a way to tailor the technology to their specific business needs and to give their IT department complete oversight and control of the processes and capabilities.

According to  Mr. Vicky Falconer, Big Data Solutions Lead, Oracle Australia, there is some truth in this, but when it comes down to it, this approach is fraught with challenges that could mean business goals take a long time to be delivered, are only partially met, or aren’t achieved at all.

We’ll explore the challenges of the taking the DIY route with big data and how buying the capabilities packaged together on a pre-built system can overcome them.

Time to value
It’s the age old dilemma for IT departments: How can you do more with less? And this is particularly true when discussing big data, which for many companies is a new set of capabilities.

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When tackling big data for the first time, most IT departments will have little experience or expertise to tap into. This makes the task of building capabilities with technology from a range of vendors all the more challenging.

And it’s not just building the infrastructure – it’s also about evaluating, testing, developing, integrating and tuning. This all takes time and, with the added issue of a small knowledge base, will take even longer.

The issue of expertise also applies in the longer-term. It’s likely that the people that worked on building the big data capability will no longer be in the team after a few years. This means the expertise that has been built up has gone when organisations want to evolve what they’re doing with big data.

There may also be a basic lack of resources to devote to the task, meaning the project takes longer to complete, delaying the business benefitsthat big data is meant to deliver — also known as ‘time to value’.

And if there are problems with the implementation of the new technology, this could lead to further complications and delays that will require numerous hours and investment to correct.

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For example, poor network performance can often take months to solve when taking the DIY approach, especially when taking into account the multiple vendors involved. With the pre-built approach, a single vendor will take responsibility to track down and fix the issue much more quickly.

For many businesses, the‘buy’ approach will be the better option. By investing in a suite of big data technologies packaged together, either deployed on-premise or via the cloud, companies can address all of the time to value challenges.

The technology is already tested, integrated and optimised for the task, with the vendor providing the expertise and support that may be lacking in the IT department, and which will evolve with the technology.

And while even well thought-out DIY implementations take months to make production-ready, in theory, Oracle’s Big Data Appliance can be up and running on-premise in a matter of hours.

Counting The Pennies
Some organisations may see the DIY approach as a way to save money, as they can seek the best deal for each component of the stack they are building.

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This may also be in the belief that they are paying a premium for the work that a vendor puts into packaging the technology for an engineered system.

But, according to research by the Enterprise Strategy Group (ESG) and commissioned by Oracle, taking the pre-built approach when ramping up your big data capabilities is likely to save you money, and a significant amount at that.

For a medium-sized Hadoop-oriented big data project, ESG found that a pre-built system, like the Oracle Big Data Appliance could be around 45 percent cheaper than the DIY equivalent.

As an example of the savings that a pre-built solution provides, Oracle includes the annual subscription licence for Cloudera Enterprise as part of the fully tested and integrated hardware and software solution, whereas, buying the same Cloudera licence separately would incur an annual fee, increasing overall cost of ownership.

By taking the ‘buy’ approach, Belgian media group De Persgroep was able to deploy its big data project in a mere three months.

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The Big Data Appliance also proved to more cost-effective than an internally-built Apache Hadoop cluster, which would have required multiple servers and software licences, as well as greater maintenance resources.

De Persgroep analysed customer behaviour, such as website interactions and payment behaviour, so that it was able to predict subscription churn for its newspaper business with an accuracy of 92 percent.

Future proofing
Such is the speed of development of open source big data technologies, that in order for organisations to continue to be at the cutting edge of big data technologies, they will continually need to re-evaluate and integrate new open source projects whilst delivering enterprise grade platforms and services.

For example, there is currently a move towards the Apache Spark cluster computing framework. This shift means a significant migration and integration activity for Hadoop users to ensure the most relevant technology is being used.

With Cloudera’s distribution for Hadoop coming as part of Oracle’s Big Data Appliance, the technology can be easily and quickly updated as the technology evolves. The testing, integration and support efforts are part of the service that Oracle delivers to its customers.

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The cloud-ready nature of Oracle’s capabilities also means that organisation can easily test their big data capabilities in the cloud, and then migrate the services on premise if and when they feel the time is right. In contrast, the DIY approach will make this a hugely complicated and time-consuming process.

Pre-built systems, such as Oracle’s Big Data Appliance or Big Data Cloud Service, avoid many of the issues presented by organisations building their own big data capabilities — while also bringing a host of additional benefits. Building big data systems is not what gives value to businesses — it’s the value gained through the use of analytics. By choosing the pre-built route, businesses can slash the time to value, save money and future proof their capabilities. And by doing so, they will ensure their big data strategies are successful, both now and in the future.

This Big Data article is brought to you by Oracle and Intel®.
Intel® and the Intel logo are trademarks of Intel Corporation in the U.S. and/or other countries.

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82% of Organizations Concerned about AI Risks Even as Adoption Accelerates – Survey Reveals

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At its recent Cyber Security Weekend for the Middle East, Turkiye and Africa (META) region Kaspersky shared the results of a global study conducted by its internal research center which surveyed 1,800 IT and cybersecurity decision-makers and specialists from organisations across 18 countries and multiple industries.

The report shows that the pace of AI integration across organisations is rapid, despite associated risks. The company’s experts stressed that while AI adoption delivers clear efficiency gains, it must be accompanied by robust cybersecurity solutions, well-defined internal procedures, and comprehensive employee education programmes.

The report highlights a clear organisational preference for AI-enhanced technology: 68% of respondents said they would recommend a solution with AI features built in, while a mere 5% indicated they would prefer to avoid AI-enabled tools. This overwhelming endorsement underscores how deeply AI has embedded itself as a value driver across the modern enterprise.

AI has become a mainstream productivity tool spanning many business functions. The global survey findings confirm that employees across departments are already relying on AI tools for a wide range of everyday tasks, including: data analysis & visualisation (54%), project management (49%), search for information (47%), department-specific tasks (46%), text generation and editing (41%).

While organisations recognise the tangible benefits AI tools bring – including improved process efficiency and enhanced quality of deliverables – they also see the associated dangers. 82% of respondents voiced concerns about the risks AI poses to their organisation. These concerns are grounded in real-world experience.

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Among the 87% of organisations worldwide that faced a cyber incident in the past year, 13% reported that they had experienced threats stemming specifically from AI-related vulnerabilities.

Notably, 74% of respondents believe that these risks can be effectively mitigated through employees’ responsible behaviour — pointing to the critical importance of security awareness and training in the AI era.

“The speed at which organisations are embracing AI is remarkable, but it must be matched with an equally strong commitment to security. We are already seeing a growing range of threats directly tied to AI adoption – whether it’s malware camouflaged as popular AI tools, vulnerabilities introduced through unsecure vibecoding, or leaked access credentials to corporate AI platforms and malicious skills by AI agents.

Managing these risks requires a holistic approach: the right technology, well-defined procedures, and a security-aware workforce,” comments Brandon Muller, senior security consultant for the META region at Kaspersky.

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How Temu Helped a Madagascan Vanilla Family Business Sell Direct to Consumers Across Europe

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Malagasy Vanilla has transformed its decades-old wholesale business by embracing direct-to-consumer sales through Temu, enabling the family-run company to reach customers in 14 European markets while significantly reducing logistics costs.

How Temu Helped a Madagascan Vanilla Family Business Sell Direct to Consumers Across Europe

For years, premium Madagascan vanilla supplier Malagasy Vanilla sold exclusively to restaurants, bakeries and wholesalers because the cost of shipping a single pack to individual customers often equalled the value of the product itself. That changed after the company joined Temu’s Local Seller Program in November 2025.

The Belgian-based business, which sources high-quality vanilla from Madagascar, has leveraged Temu’s logistics network to cut domestic shipping costs by nearly half through a partnership with Belgian postal operator Bnode. The move has enabled the company to enter the retail market for the first time and quadruple its sales within four months.

According to Belinda Rabenandrasana, co-Chief Executive Officer of Malagasy Vanilla, Temu has opened up an entirely new customer segment for the company.

“Temu opened a new avenue for us,” she said. “We were finally able to explore selling to individuals.”

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The platform now contributes between five and 10 per cent of the company’s overall revenue.

Expansion into 14 European Markets

Malagasy Vanilla is among businesses participating in Temu’s Local Seller Program, launched in Europe in 2024 to help local merchants expand beyond their domestic markets.

Through partnerships with more than 150 logistics providers across Europe—including Bnode in Belgium, La Poste in France and DHL Group in Germany—Temu offers sellers access to affordable shipping and delivery infrastructure without requiring major investment in logistics.

After successfully establishing direct-to-consumer sales in Belgium, Malagasy Vanilla expanded into 14 European countries, including Germany, France, Spain and Poland.

Rabenandrasana said the logistics support, competitive shipping rates and seller assistance provided by Temu made the expansion possible.

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“Without Temu and its partnership with Bnode, it would have been very difficult for a small business like ours to start selling directly to consumers,” she said.

She added that Temu also assists sellers in managing regulatory requirements such as the European Union’s Extended Producer Responsibility (EPR) compliance, making cross-border operations easier for small businesses.

Three Generations of Vanilla Expertise

Malagasy Vanilla traces its roots to three generations of the Rabenandrasana family in Madagascar’s vanilla industry.

Belinda’s grandfather began trading vanilla locally, while her father expanded operations across Madagascar. She launched the company’s international business in 2017, supplying premium Madagascan vanilla to European restaurants, pastry shops and food wholesalers before establishing operations in Belgium in 2023.

The company partners with growers and producer associations in Madagascar, where between 20 and 40 workers oversee the six- to 10-month curing process that transforms green vanilla pods into premium black vanilla.

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Operations in Belgium focus on packaging, quality assurance and distribution.

Customer Reviews Drive Growth

Under its Lavani brand, Malagasy Vanilla sells gourmet-grade whole vanilla pods targeted at both professional chefs and home baking enthusiasts.

Rather than relying heavily on paid advertising, the company has benefited from Temu’s product discovery tools and customer reviews, helping the niche brand gain visibility organically.

According to Rabenandrasana, strong customer feedback has played a significant role in increasing traffic and boosting sales.

The brand currently maintains a customer review rating exceeding 99 per cent on the platform.

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Future Plans

Looking ahead, Malagasy Vanilla plans to expand its European footprint further by establishing a warehouse in France and increasing sales across the continent.

The company is also developing new products, including vanilla extract and vanilla sugar, while planning to open a physical retail and production facility in Belgium later this year.

In addition, it intends to launch a social-impact initiative aimed at supporting vanilla-growing communities in Madagascar.

Reflecting on the company’s evolution, Rabenandrasana said the business continues to build on her family’s legacy.

“My grandfather worked locally, my father expanded nationally, and now we are building internationally,” she said.

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FG Must Consider Data Security, Sovereignty in 3MTT Initiative – Stakeholders

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Stakeholders in Nigeria’s digital economy have urged the Federal Government to review its partnership with global recruitment platform Hello.cv under the 3 Million Technical Talent (3MTT) programme, citing concerns over data security, digital sovereignty and the country’s “Nigeria First” policy.

FG Must Consider Data Security, Sovereignty in 3MTT Initiative – Stakeholders

3MTT

The concerns follow the Federal Ministry of Communications, Innovation and Digital Economy’s announcement on May 6 of a 10 million-dollar partnership with Hello.cv aimed at increasing the global visibility of Nigerian technology professionals.

Under the initiative, 20,000 selected 3MTT fellows will receive a global professional profile package, including an Artificial Intelligence (AI)-powered job search agent, a professional curriculum vitae (CV) writer and a personal .cv domain, valued at 500 dollars per participant.

While stakeholders acknowledged the programme’s potential to improve global employment opportunities for Nigerian tech talent, they expressed concerns about the implications of hosting participants’ digital identities and data on a foreign domain.

Chief Executive Officer of Cyberchain and Global Digital Economy Strategist, Engr. Jude Ozinegbe, said the arrangement raised important questions about data ownership and jurisdiction.

According to him, registering domains under an entity outside Nigeria gives that entity a degree of control over activities associated with the domain.

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“When you register your domain under a different entity outside your jurisdiction, that entity will have access to whatever is happening within that domain.

“In the long run, the Nigeria Data Protection Commission (NDPC) may have to examine the agreement and assess the security implications of such domain ownership,” he said.

Ozinegbe urged the NDPC to review the security protocols employed by Hello.cv to ensure compliance with Nigeria’s data protection regulations.

Also speaking, Ugonma Egwuatu of ECAM Global Services, an information and communications technology and data protection firm, said the security of data belonging to 20,000 fellows should be of significant interest to regulators.

She noted that while the ministry had the authority to determine how the programme was implemented, there was a need for greater transparency regarding the handling of participants’ personal information.

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“The NDPC requires its registered Data Protection Compliance Organisations (DPCOs) to subscribe to the .ng domain.

“If a government ministry permits trainees to operate on a foreign domain, then the commission should examine the arrangement because we are dealing with the data of 20,000 Nigerians,” she said.

Egwuatu also called for clarity on how data generated through the platform would be processed, stored and protected.

“There should be explanations regarding the backend. What are they doing with the data of people who visit these sites? Why use a foreign domain instead of the .ng domain? These are legitimate questions that deserve answers,” she said.

She added that government should ensure appropriate third-party agreements and safeguards were in place before implementing such initiatives.

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On his part, Chief Executive Officer of DNS Africa, Dr. Adebunmi Adeola Akinbo, said the objectives of the programme could still have been achieved while leveraging Nigeria’s country code top-level domain.

According to him, Hello.cv could have registered a hello.cv.ng or hellocv.ng domain in collaboration with the Nigeria Internet Registration Association (NiRA).

“The .ng domain can conveniently accommodate such a platform. If Hello.cv intends to onboard millions of Nigerians, it can work with NiRA to create a local domain structure.

“That way, the investment remains within Nigeria, strengthens the digital economy and supports local internet infrastructure,” he said.

Akinbo argued that excluding the .ng domain from the initiative undermined Nigeria’s digital identity and sovereignty.

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“As good as the programme may sound, leaving the .ng domain outside this engagement and taking Nigerian data outside the country’s digital jurisdiction is not the best approach,” he said.

Also commenting, Founder and Chief Executive Officer of Precise Financial Systems Ltd., Yele Okeremi, stressed the importance of ensuring that investments in Nigeria’s digital economy create long-term domestic value.

According to him, building a sustainable technology ecosystem requires more than developing skilled professionals.

“Investment, particularly in technology and the knowledge economy, is not just about having smart people.

“It is also about who owns the infrastructure and who ultimately benefits from the value created. Nigeria must ensure it retains as much of that value as possible,” he said.

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Similarly, Chief Executive Officer of the Internet Exchange Point of Nigeria (IXPN), Muhammed Rudman, described the use of foreign domains for a government-sponsored initiative as inconsistent with efforts to promote Nigeria’s digital economy.

“I don’t know where this idea came from, but it is unpatriotic for Nigerian companies funded by Nigerian resources to adopt .cv domains instead of .ng.

“Global companies such as Google register country-specific domains like google.ng when operating locally. Registering 20,000 additional .ng domains would improve Nigeria’s online visibility and strengthen the local internet ecosystem,” he said.

Rudman urged the Federal Government to support indigenous digital infrastructure by encouraging the use of the .ng domain.

The 3 Million Technical Talent (3MTT) programme is a flagship initiative of the Federal Ministry of Communications, Innovation and Digital Economy aimed at equipping Nigerians with globally relevant digital skills.

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The programme provides free training in areas including software development, artificial intelligence, cloud computing, cybersecurity, data analytics, machine learning, animation, DevOps and user interface/user experience design through a hybrid learning model.

Stakeholders maintained that while the partnership with Hello.cv could expand international employment opportunities for Nigerian technology professionals, greater attention should be paid to safeguarding the country’s digital assets, promoting local internet infrastructure and ensuring compliance with Nigeria’s data protection framework.

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