Database software
With the volumes of digital data used by businesses growing at exponential rates, having the right information management and database software becomes key to corporate decision-making. While established products such as Oracle, DB2 and Informix remain widely used, open source alternatives such as MySQL and Ingres offer potential alternatives for IT managers. We examine the issues around choosing the right products and strategies for your organisation.
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News
21 Apr 2021
Anti-food-waste app Karma taps up Google Cloud to power global expansion plans
Swedish startup Karma is on a mission to help consumers and businesses across the globe fight food waste, and it has enlisted the Google Cloud Platform to help it achieve its goal Continue Reading
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News
04 Aug 2020
Nordic enterprises look for SAP price reductions as they navigate Covid-19
Businesses in the Nordics are using SAP Cloud Platform to address Covid-19 challenges and are also seeking price reductions Continue Reading
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News
20 Jun 2018
Oracle full-year results show 6% growth, but cloud revenue opaque?
Oracle’s full-year results for 2017-18 reveal total revenue of $39.8bn, up 6%, but reporting of cloud with on-premise revenue under “bring your own licence” policy has raised qualm over cloud weakness obfuscation Continue Reading
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Blog Post
15 Jun 2018
Can good data approaches help uncover bad data social manipulation?
Software definitely helped cause the pernicious problem of fake news – but could also ameliorate it, says data expert Emil Eifrem, in a guest blogpost. Time was it was the tabloid newspapers that ... Continue Reading
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Blog Post
14 Jun 2018
The SAP link in Cirque du Soleil’s Toruk
Fans of Cirque du Soleil’s highly-anticipated Toruk – The First Flight were encouraged to whip out their smartphones during the performance in Singapore recently – with full blessings from the ... Continue Reading
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Blog Post
13 Jun 2018
What is graph analytics?
TigerGraph has brought forward a free Developer Edition of its graph analytics platform for lifetime non-commercial use. But, please, what is graph analytics? As defined nicely here by Hitachi ... Continue Reading
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News
06 Jun 2018
What SAP C/4 Hana means for the APAC enterprises
The cloud-based CRM suite could find takers, but it may not be enticing enough for Salesforce.com CRM customers that also run SAP’s ERP software to make the switch Continue Reading
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News
06 Jun 2018
Sapphire 2018: SAP will take over CRM market, says McDermott
SAP’s chief executive Bill McDermott tells 2018 Sapphire conference the supplier will storm the CRM market with its C/4 Hana business applications suite Continue Reading
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Blog Post
05 Jun 2018
Quest argues for adaptive data controls in holistic heaven
The Computer Weekly Developer Network talks to John Pocknell is his role as senior product manager at Quest in line with a mini-series of posts related to the rise of what we have called the ... Continue Reading
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Blog Post
30 May 2018
DataStax: balancing yin & yang in the holistic dream
Computer Weekly Open Source Insider talks to Patrick McFadin in his role as vice president for developer relations at DataStax. DataStax is a distributed cloud database built on Apache Cassandra – ... Continue Reading
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News
25 May 2018
MPs slam government for biometrics strategy delay
Science and Technology Committee questions legality of the police’s approach to deleting mugshots of innocent people, and says government’s reasons for four-year delay to a new strategy is “less than convincing” Continue Reading
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News
24 May 2018
England and Wales Cricket Board to improve players’ medical data
Cricketers’ medical images will be stored securely in an independent clinical archive, enabling clinicians to access medical data and make treatment decisions more quickly Continue Reading
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Blog Post
22 May 2018
What is a data science platform?
In an information technology landscape full of platforms, the ‘data science platform’ is now an official thing – but what is it, or what is one? The curiously named John Snow Labs company is a ... Continue Reading
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News
15 May 2018
Oracle claims positive traction for autonomous database in ASEAN
Oracle’s newly minted autonomous database could leave database administrators unemployed, but that has not stopped a Thai payment services provider from jumping onto the bandwagon Continue Reading
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News
11 May 2018
Police Scotland did not inform public of mobile phone searches
Members of the Scottish Parliament heard that Police Scotland did not conduct impact assessments or give explanations to the public when they were accessing private data on their mobile phones Continue Reading
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News
08 May 2018
Oracle’s autonomous database could leave DBAs unemployed
The long-term future of database administrators could be at risk if every enterprise adopts the Oracle 18c autonomous database Continue Reading
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Blog Post
01 May 2018
YugaByte DB goes ‘planet-scale’, next stop intergalactic data
Forget large-scale, forget enterprise-scale and forget web-scale says transactional database company YugaByte – now is the age of planet-scale cloud applications. Is this grandiose showboating ... Continue Reading
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News
24 Apr 2018
Criminal Courts Review Commission findings in Post Office computer case raise further enquiries
The Criminal Courts Review Commission forensic examination of the IT system at the centre of a legal case against the Post Office has raised further questions Continue Reading
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News
18 Apr 2018
DataWorks 18: Hortonworks styles itself 3.0 with a ‘DataPlane’ service
Hortonworks has used its DataWorks Summit in Berlin to announce a data governance “studio” plug in to its DataPlane service Continue Reading
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News
17 Apr 2018
Norway’s tax administration combats economic crime through IT
Authority has updated its IT system to step up the fight against tax evasion Continue Reading
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Podcast
10 Apr 2018
Podcast: Storage compliance for GDPR data subject requests
The General Data Protection Regulation is upon us. Mathieu Gorge, CEO of Vigitrust, talks you through the key areas needed for compliance in storage of data subjects’ data and how to find it quickly on request Continue Reading
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News
10 Apr 2018
SAP bids to modernise indirect licensing with new pricing model
SAP has announced a new pricing model for indirect licensing scenarios that has been welcomed by user groups, who are still pressing for reassurance that they won’t pay more Continue Reading
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Blog Post
10 Apr 2018
Database DevOps, it’s now ‘a thing’
There’s DevOps and there’s DevSecOps -- heck, come to think of it there’s even DevLoBDOps (Developer Line of Business Database Operations). Of all the DevOps subsets, Microsoft SQL Server tools ... Continue Reading
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News
09 Apr 2018
HSBC adopts fintech to fight money laundering
HSBC is using technology from a fintech startup to help it monitor transactions for potential money laundering Continue Reading
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Blog Post
05 Apr 2018
2018 is a graph-shaped year
This is a guest blogpost by Neo4j’s CEO Emil Eifrem, in which he says graph databases are about to grow up Graph technology has come a long way: from financial fraud detection in the Panama and ... Continue Reading
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News
03 Apr 2018
Oracle expands availability of cloud services from UK datacentre region
Database giant claims expansion of UK datacentre region shows its commitment to customers Continue Reading
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News
23 Mar 2018
Telefonica cuts HR running costs by 40% as it replaces hundreds of ageing IT systems
Multinational telecoms group Telefonica is on the verge of completing a project to replace 175 incompatible HR IT systems with a cloud service covering more than 40 countries Continue Reading
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News
20 Mar 2018
Oracle Q3 2017-18 results see cloud revenue grow to $1.6bn
Oracle’s third-quarter results for fiscal year 2018 show an increase of almost 7% of overall revenue to $9.8bn, of which 18% was cloud Continue Reading
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Feature
16 Mar 2018
Silicon Valley startups home in on pressing value from data
A slew of California-based startup and early-stage data analytics companies are promising CIOs better ways to get value from their investments in databases and analytics Continue Reading
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News
16 Mar 2018
IBM sets up no-fee Data Science Elite team to speed up AI adoption
IBM uses Think conference in Las Vegas to launch a no-fee data science consultancy and a platform for artificial intelligence app development Continue Reading
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Blog Post
16 Mar 2018
Data pipelines need love too
Hitachi has aligned its data analytics divisions and and fused it with its Pentaho acquisition to call the new entity Hitachi Vantara. So... Vantara… kind of sounds like ‘advantage’ with a bit of ... Continue Reading
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Blog Post
06 Mar 2018
What’s so ‘unified’ about universal data analytics?
Databricks styles itself as an analytics software company with a ‘unified’ approach – the unification is this sense is supposed to suggest that the software can be applied across a variety of ... Continue Reading
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News
02 Mar 2018
New privacy fears as IT challenges delay surveillance oversight body by a year
IT challenges have delayed government plans for an independent body to authorise requests to access the public’s internet and phone records by nearly a year, raising new legal and privacy concerns Continue Reading
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Blog Post
01 Mar 2018
What’s all the fuss about in-memory databases for IoT?
IoT Back to Basics, chapter 4: IoT projects risk failure without careful consideration of data management processes and analytics. Their ultimate goal after all is to glean valuable information ... Continue Reading
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News
28 Feb 2018
Government must rewrite illegal sections of Snoopers’ Charter, court told
A court has been asked to give ministers until July 2018 to rewrite powers to require phone and internet companies to retain data on the population. The government acknowledges parts of surveillance regime are unlawful Continue Reading
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News
22 Feb 2018
Hana and S/4 users more sophisticated but beset by licensing doubts
Research sponsored by SAP consultancy Centiq finds SAP customers maturing their use of SAP Hana and S/4 Hana, but hindered by licensing concerns and dearth of skills Continue Reading
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Blog Post
20 Feb 2018
Can one 'multi-model' database rule them all?
In open source, we trust community - and as such, we might reasonably trust benchmarking studies that have been driven by community groups, in theory at least. ArangoDB open source NoSQL ... Continue Reading
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News
05 Feb 2018
Salesforce buys Attic Labs, adding to Quip capabilities
Quip receives back-end capabilities with open source database after Salesforce purchase of Attic Labs. Continue Reading
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News
02 Feb 2018
Faster data is a safer bet for risk exposure
Betting platform service supplier FSB Technology (UK) has used GridGain’s in-memory database to support its existing PostgreSQL transactional system Continue Reading
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News
25 Jan 2018
Robots are needed to manage the automation robots
The next decade will see robots transform from invisible forces obeying our commands to lifelike objects interacting with humans on a daily basis Continue Reading
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News
18 Jan 2018
Demand for cloud services drives increase in IT outsourcing
Cloud services spending in Europe, the Middle East and Africa offset a drop in traditional IT outsourcing in 2017 Continue Reading
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News
16 Jan 2018
Financial savings just the beginning for CIOs who understand code quality
Businesses need to understand the quality of the code in their applications if they are to avoid unnecessary costs and glitches Continue Reading
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Blog Post
15 Jan 2018
Chicken & waffles for data scientists, hello DataOps
It had to happen. DevOps consolidated the developer and operations functions into one ‘workplace culture’ and so came together the previously separately plated chicken & waffles of the software ... Continue Reading
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News
12 Jan 2018
Call for statutory regulation of police number plate cameras amid concerns over accuracy
The UK’s automatic number plate recognition database – one the largest non-military data-gathering systems – records up to 1.2 million false readings of number plates every day. It should be subject to statutory regulation, says an independent watchdog Continue Reading
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News
10 Jan 2018
Cyber criminals exploit Oracle WebLogic flaw
Researchers are urging companies to apply a security update to patch a flaw in Oracle’s WebLogic Server component that is being exploited to mine cryptocurrency Continue Reading
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News
19 Dec 2017
Top 10 enterprise IT in the Nordics stories in 2017
The Nordic region might be best known in IT circles for its startup communities – but it has much more to offer Continue Reading
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E-Zine
19 Dec 2017
Navigating through digital change
In this week’s Computer Weekly, IT leaders share the lessons learned and discuss best practice in digital transformation. We find out how SAP is addressing customer concerns about its indirect licensing policies. And we assess whether SME IT suppliers are making headway in selling to government CIOs. Read the issue now. Continue Reading
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News
06 Dec 2017
CIO interview: Carlos Abarca, TSB
Carlos Abarca is guiding TSB through its migration from systems hosted by a competitor to a digitally focused in-house core banking platform. Continue Reading
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News
06 Dec 2017
Mayor of London opens Bangalore office to strengthen links with Indian businesses
City of London’s office in India’s tech hub aims to promote Indian investment and IT jobs in UK capital Continue Reading
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News
30 Nov 2017
AWS fleshes out cloud database proposition, while taking aim at Oracle
The second-day Re:Invent keynote saw AWS lift the veil on 22 new cloud products and services, and aim a few more jabs at Oracle's database proposition Continue Reading
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News
29 Nov 2017
AWS CEO says enterprise appetites for proprietary database tech are waning
Speaking at the Re:Invent 2017 Partner Summit Keynote, AWS CEO Andy Jassy hits out at the firm's cloud competitors, and says the functionality gap between them all is widening Continue Reading
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E-Zine
23 Nov 2017
CW Nordics: IT companies focus on job satisfaction
The Nordics IT industry’s increasing focus on job satisfaction is paying off. Computer Weekly’s global salary survey shows Nordic IT professionals are happy with their pay and training opportunities and few are actively seeking a new job. Also in this issue, read how there is still gender inequality in the IT sector despite Nordic countries being hailed as pioneers of digital and equal worker rights. And Anna Eriksson, CIO of the Swedish National Land Survey, talks about the organisation’s approach to digital transformation. Continue Reading
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News
31 Oct 2017
TomTom navigates move onto global HR platform
TomTom went live with HR platform in all 37 countries, serving 5,000 staff, in March 2017 Continue Reading
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News
27 Oct 2017
Carglass France feels benefit of employee knowledge sharing
Automobile glass repair company Carglass France is using knowledge-sharing technology to distribute expertise among 3,000 employees Continue Reading
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News
25 Oct 2017
Oversight of intelligence agencies’ data sharing has ‘failed’, court hears
UK’s intelligence services lack adequate oversight and written guidelines when sharing databases of sensitive information, Privacy International argues in secret court Continue Reading
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News
17 Oct 2017
UK intelligence agencies ‘unlawfully’ sharing sensitive personal data, court hears
A secret court will decide whether Intelligence agencies are “unlawfully” sharing huge datasets containing sensitive information about the population with industry, government departments and overseas intelligence services. Continue Reading
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News
02 Oct 2017
OpenWorld 2017: Ellison declares autonomous database 'revolutionary'
Oracle’s Larry Ellison claims revolutionary cast for autonomous 18c database at the supplier’s 2017 OpenWorld conference in San Francisco Continue Reading
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News
25 Sep 2017
Microsoft Ignite kicks off with cross-platform SQL and on-premise Azure
Microsoft announces completion of cross-platform SQL Server, GDPR compliance for Office 365, plus Azure Stack Continue Reading
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E-Zine
22 Sep 2017
CW ASEAN: Strike a business balance with ERP
Cloud-based enterprise resource planning (ERP) applications are growing in popularity, yet they don’t fit every need. In this month’s issue of CW ASEAN, we delve deeper into the motivations for adopting cloud-ERP systems in Southeast Asia, the limitations of the technology and what enterprises need to consider before jumping on the bandwagon. Also, find out what Dell EMC is doing to tackle the Asia-Pacific market, and how NTT Docomo is using SAP Hana to improve customer service. Read the issue now. Continue Reading
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News
20 Sep 2017
Oracle announces simplified pricing model for cloud computing
Ahead of Oracle’s OpenWorld 2017 event, Larry Ellison announces simplification of cloud pricing, attached to increased automation in database and middleware Continue Reading
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News
15 Sep 2017
Oracle 2017-18 Q1 results: Cloud revenue jumps by 51%
Oracle’s first quarter 2017-18 results show jump in cloud revenue of 51%, boosted by NetSuite acquisition. Executives continue to be bullish on cloud growth, and the AI makeover of core database is flagged Continue Reading
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News
14 Sep 2017
Government aligns data laws with GDPR
The UK government announces details of its data protection law that will align with the EU’s GDPR Continue Reading
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News
14 Sep 2017
Technology vital to healthcare in Asia-Pacific
The opportunities for technology to improve healthcare services were explored at HIMSS AsiaPac17 in Singapore, but experts warned that challenges must be addressed before innovation can truly transform the sector Continue Reading
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News
13 Sep 2017
British Army enhances data-driven decision making to staunch churn
The British Army is continuing to use SAS analytics software to improve its data management, with a particular focus on reducing high-value personnel churn Continue Reading
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News
07 Aug 2017
TSG 1899 Hoffenheim gets 'faster in the head' with SAP analytics
TSG 1899 Hoffenheim has been using SAP’s Hana database and applications to speed up players mentally, as well as using SAP Hybris to sell shirts Continue Reading
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News
25 Jul 2017
AA Ireland turns to predictive analytics in fraud crackdown
Roadside assistance company invests in analytics software to fight fraud and introduce dynamic pricing after its split with the AA Continue Reading
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News
10 Jul 2017
Experian admits mobile and online issues after system upgrade
Some customers of credit referencing company are having problems accessing a service they pay for following an IT upgrade and large customer migration to a new system Continue Reading
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News
05 Jul 2017
Sweden trials blockchain for land registry management
Swedish land registry is trying out blockchain as a means of proving ownership Continue Reading
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News
22 Jun 2017
Oracle 2016-17 results: cloud revenue up 60%, overall growth 2%
Oracle’s full-year and fourth quarter results for fiscal year 2016-17 indicate 2% growth in overall revenue, with cloud representing 12% of total. Executives are once again bullish on cloud ERP growth prospects Continue Reading
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News
20 Jun 2017
NTT Docomo turns to SAP Hana to boost customer experience
Japanese telco NTT Docomo rolls out in-memory database in eight months to analyse data from retail outlets and customer call centres in a bid to improve service levels Continue Reading
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News
14 Jun 2017
HR technology essential to cutting-edge customer service, say big businesses
If you can’t get your internal HR systems right, the business will suffer – Jaguar Land Rover, Lufthansa and Russia’s Sberbank explain why Continue Reading
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News
13 Jun 2017
University of Edinburgh and Huawei collaborate on joint data lab
University is setting up a research and development lab dedicated to distributed data management and processing, with help from Chinese company Continue Reading
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News
02 Jun 2017
Doug Cutting, ‘father’ of Hadoop, talks about big data tech evolution
In a Q&A interview, the “father” of Hadoop, Doug Cutting, talks about the cyber-security applications of the stack, as well as Hadoop’s evolution Continue Reading
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News
24 May 2017
SAP aligns with Saudi Arabia’s IT transformation agenda
Global software giant SAP sees an opportunity for its wide portfolio in Saudi Arabia as the Middle Eastern country transforms Continue Reading
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News
16 May 2017
Customer experience transformation at Macquarie bank brings legacy system retirement as a bonus
Australia’s Macquarie bank builds a data layer on top of legacy IT systems to transform customer experience Continue Reading
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E-Zine
25 Apr 2017
Blockchain expands reach beyond finance
In this week’s Computer Weekly, we find out how blockchain, the distributed ledger technology behind bitcoin, is extending its reach beyond financial services into new industries such as healthcare, energy and education. We hear from software developers about the pros and cons of componentizing application software. And we examine what a recent court case shows about Oracle’s controversial software licensing policies. Read the issue now. Continue Reading
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News
24 Apr 2017
Motorola brings big data digital evidence service to UK police forces
Motorola is launching a digital evidence management service to UK police forces, backed off into AWS cloud infrastructure Continue Reading
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Feature
31 Mar 2017
Blockchain starts to prove its value outside of finance
Technology behind bitcoin is being adopted in supply chains, power networks and even to support independent musicians Continue Reading
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News
13 Mar 2017
Danish shipping company uses blockchain in IBM partnership
Maersk and IBM test out the application of blockchain technology to track and manage the paper trail of shipping containers around the world Continue Reading
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News
07 Mar 2017
Country as a service becoming reality in Estonia
Programme to help foreigners set up businesses in Estonia through virtual residency is gathering pace Continue Reading
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News
27 Feb 2017
Santander bank to work with IBM developing mobile apps for staff
Santander bank wants to make its staff more productive through mobile apps, which it will create alongside IBM Continue Reading
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News
13 Feb 2017
Autodata turns to big data to predict vehicle failures
Vehicle data company sees 30% jump in revenue after moving to open source software and opening its data to garages, insurers and parts companies Continue Reading
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Buyer's Guide
13 Feb 2017
How to select the best DBMS software: A buyer's guide
Learn how to evaluate and buy the best DBMS software for your organization. Continue Reading
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News
31 Jan 2017
SAP aims to clarify S/4 Hana, cloud apps roadmaps for customers
The SAP board has launched an initiative to publish and clarify roadmaps, especially in respect of S/4 Hana and its cloud applications, and one product of this is a new technology choice tool Continue Reading
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News
23 Jan 2017
Singapore and Indonesia stand out for IT spend in Apac banking sector
Singapore is the top spender on IT for banking of all developed economies in the Apac region, while Indonesia has the fastest growth rate in IT spending Continue Reading
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E-Zine
17 Jan 2017
RAC digitises driver assistance
In this week’s Computer Weekly, we speak to the RAC about its modernisation initiative, where it is using Microsoft Azure to digitise older cars and gather real-time data to alert members of faults before they result in roadside breakdowns. We also look at how a lack of diversity in organisations is costing the UK economy money, and how attacks against IoT devices are highlighting the vulnerabilities of specific devices but failing to provide a complete picture of the security challenges. Continue Reading
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News
21 Dec 2016
How Shazam handles its data reserves
Chris Kammermann, senior infrastructure engineer at Shazam, explains how adopting the Splunk platform has helped the firm deal with legacy systems and data analysis Continue Reading
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News
16 Dec 2016
Amadeus turns to NoSQL to answer complex travel questions
Travel software and services company Amadeus has employed a NoSQL database technology to help travellers find answers to complex travel queries Continue Reading
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Feature
05 Dec 2016
Microsoft SQL Server 2016 relational DBMS overview
Microsoft SQL Server 2016 for Windows comes in four editions, with updates that include a new stretch database feature, Polybase, dynamic data masking and more. Continue Reading
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News
05 Dec 2016
Top 10 ANZ enterprise IT stories of 2016
Here is a rundown of Computer Weekly’s most popular ANZ enterprise IT articles for 2016 Continue Reading
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E-Zine
01 Dec 2016
CW ASEAN: Building a digital future
In this month's CW ASEAN, read how Singapore is investing in technologies and skills to become a leader in the digital age. We analyze how the government has reorganized two departments to help digital technology prosper and hear from those in the finance and education sectors backing the move, as well as the man heading the newly formed department. We also look at how desktop virtualization will continue to grow in the Asean region, and focus on one example in Thailand, where the country’s health ministry is embracing virtualization in a push towards e-health. This issue also covers how organisations in Malaysia and Singapore are facing tough competition to attract the right skills to drive their IT strategies. Continue Reading
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News
16 Nov 2016
UK almost bottom of OECD pile for ICT investment
The UK ranks low in terms of how much it invests in the ICT infrastructure as a proportion of GDP Continue Reading
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News
06 Oct 2016
Benioff follows Will.i.am on stage to promote Stem education as way out
Salesforce founder and CEO Marc Benioff endorses Will.i.am’s education drive for black youth and Bono’s anti-AIDS charity, (Red) Continue Reading
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E-Zine
27 Sep 2016
Digital knowledge at the British Library
In this week’s Computer Weekly, we find out about the technology plans at the British Library as it aims to store the UK’s printed and digital history. Graph database technology is being used to help improve food safety throughout the supply chain – we examine how it works. And tech leaders tell us how to architect IT infrastructure for moving to the cloud. Read the issue now. Continue Reading
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E-Zine
22 Sep 2016
Computer Weekly 50th anniversary special
It’s been 50 years since Computer Weekly's launch on 22 September 1966. To mark this achievement, we have compiled a special edition of the magazine to reflect on how much the British technology industry has contributed over that time – and, of course, to celebrate our role in keeping IT professionals in touch with those developments – week-in, week-out, for half a century. Read this 100-page anniversary special now. Continue Reading
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News
21 Sep 2016
Ellison slams AWS at Oracle Open World 2016
Oracle CTO Larry Ellison criticises Amazon Web Services as a cloud database environment at Oracle Open World 2016, fleshing out earlier critique Continue Reading
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E-Zine
20 Sep 2016
Digital giving – transforming Save the Children with technology
In this week’s Computer Weekly, we talk to global charity Save the Children to find out how digital technology is helping to transform its work in improving children’s lives. We go behind the scenes at the UK’s most secretive court as it discusses bulk data surveillance of citizens by the UK intelligence services. And we analyse the often contradictory experiences of firms implementing SAP’s Hana in-memory database platform. Read the issue now. Continue Reading
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News
16 Sep 2016
Royal Wolverhampton NHS merges IT systems
The NHS trust has merged its community patient administration system with its central system used by the acute service Continue Reading
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News
15 Sep 2016
Manchester City builds digital fan wall on Hana Cloud Platform
Football club has unveiled an interactive fan wall, built on SAP’s Hana Cloud Platform, to engage fans better Continue Reading
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News
14 Sep 2016
Royal Shakespeare Company targets more groundlings with Progress
The Royal Shakespeare Company revamps its web site and gets its customer engagement act together with content management and digital marketing tools from Progress Continue Reading
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News
08 Sep 2016
Bank IT spending to hit $241bn across four major global regions
IT spending across four major economic regions will increase by around 4% in 2016, but Europe is the least certain Continue Reading
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News
07 Sep 2016
Barclays uses blockchain for trade finance transactions
Barclays Bank has successfully tested the use of blockchain technology to complete a large trade finance agreement, which promises huge efficiencies Continue Reading