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Deep Dive into DataOps

The Computer Weekly Developer Network decided to cover the emerging area of DataOps... and we were overloaded.

After an initial couple of stories to define the term here and another exploring DataOps further here, we embarked upon a full feature for Computer Weekly itself.

After all that, the industry still wanted to comment more, so this post includes some of the additional commentary that we think is valuable and worth voicing.

These are also closely related to: "eBook: How to build a data architecture"

  • CW ANZ – February 2019: Home in on storage minutiae

    With storage analytics, enterprises will be better able to enhance and optimise their storage infrastructure and proactively address problems before they occur. In this edition of CW ANZ, we look at how organisations are using storage analytics to manage their storage footprint and what suppliers are doing to help enterprises get the most of out of the technology.

    Also in this issue:

    How Formula 1 and others are driving data use beyond descriptive analytics

    Formula 1 motor racing and pharmaceutical company Merck Sharp & Dohme are among the organisations using data analytics to better understand user behaviour and try to predict the future

    Pure Storage makes big hybrid and multicloud push with Cloud Data Services

    Flash storage pioneer makes a big deal of its object storage architecture as it launches Pure capacity in the Amazon Web Services cloud, plus replication to the cloud for on-premise hardware

    Big five take it slow with fast NVMe flash storage

    NVMe flash offers blistering performance gains, but so far the big five storage array makers have opted for gradual implementations

  • MicroScope - December 2021: Valuing the MSP

    In this month’s MicroScope, we look at why customers should be prepared to pay for the value offered by a managed service provider, identify the biggest drivers in the data storage market, and look at why some firms are struggling to get to grips with remote working. Read the issue now.

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  • Computer Weekly – 23 May 2023: How to secure your software supply chain

    In this week's Computer Weekly, our latest buyer's guide looks at secure coding and examines the challenges of securing your software supply chain. Cyber law enforcement leaders are calling on firms to end the secrecy around ransomware attacks. And we find out how facial recognition technology is being adopted by retailers. Read the issue now.

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  • Top trends shaping APAC's tech landscape in 2024

    While GenAI is not expected to supersede other IT priorities such as cloud, application development and cyber security, it will augment those areas by making it easier to build software and improve cyber resilience. In this round-up, we review some of the key IT trends that are likely to shape the industry across the region in 2024.

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  • A Computer Weekly Buyer's Guide to Next-Generation Storage

    Storage needs are ever increasing—and data volumes constantly expanding. How are today's systems accommodating these capacity demands? In this buyer's guide, Computer Weekly experts look at the evolution of storage systems and how they meet processing demands, the continuing role of all-flash arrays, and how to buy the best storage investment.

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  • A Computer Weekly buyer's guide to optimising storage

    The implementation of effective storage optimisation has becomean important factor in business. In this 12-page buyer's guide,Computer Weekly looks at cost implications, the hyper-convergedinfrastructure minefield and the alternatives to shared storage

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  • Hyper-converged infrastructure vs traditional: the pitfalls and benefits of a storage move

    In this e-guide we give an overview to buying hyper-converged in which we dig into its benefits, such as ease of deployment, resource efficiency, low Opex costs and reduced use of datacentre space. But we also look at the potential pitfalls that include the difficulties of troubleshooting in a tightly-layered environment.

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  • Computer Weekly – 21 February 2023: Innovation not infestation – digitising pest control

    In this week's Computer Weekly, we find out how Rentokil Initial is using digital innovations to improve the age-old task of pest control. Leading experts offer a 15-point plan to improve diversity and inclusion in IT. And with all the excitement around ChatGPT, we ask whether business is ready to use the AI chatbot. Read the issue now.

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  • Computer Weekly – 31 October 2017: IT rules the waves in the Volvo Ocean Race

    In this week's Computer Weekly, we go behind the scenes at the Volvo Ocean Race to see the technology supporting the yachts around the world. A security vulnerability puts every Wi-Fi network at risk of attack – we examine the problem. And we find out how the Mercedes F1 team used data analytics to win this year's championship. Read the issue now.

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  • SAN block access storage in the age of cloud and hyper-converged

    In this e-guide we look at the key decision points when it comes to choosing SAN (or NAS) vs software-defined storage and hyper-converged. We also look at the fundamentals of block access storage vs file and object and also look at how these services are provided in the big three cloud providers' universes.

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  • SAN block access storage in the age of cloud and hyper-converged

    In this e-guide we look at the key decision points when it comes to choosing SAN (or NAS) vs software-defined storage and hyper-converged. We also look at the fundamentals of block access storage vs file and object and also look at how these services are provided in the big three cloud providers' universes.

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  • CW ASEAN: Unlock flash opportunities

    Traditional disks can no longer keep up with the needs of modern enterprises. In this issue of CW ASEAN, we take a look at how enterprises are taking to all-flash array storage, and what they need to do to lay the foundation necessary for getting the most out of the technology. Read the issue now.

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  • Best practices for maximizing your cloud potential

    Among challenging information technology (IT) projects, few are more intimidating than a full-fledged cloud transformation. Fortunately, with the help of some careful planning, proven best practices, and the latest tools, you can quickly realize the incredible benefits of the cloud. Read on to learn how you can make the most of your cloud journey.

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  • MicroScope – October 2019: What's next for the channel?

    The fourth quarter is the busiest in the channel, and we get an idea of which technologies should be selling strongly

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  • Computer Weekly – 9 May 2017: Casting the IT skills net wider

    In this week's Computer Weekly, as research reveals that three-quarters of non-tech workers would be interested in a job in IT, we examine what's stopping them. We analyse the key storage elements of building a private cloud. And Bloomberg's head of data science talks about the benefits of machine learning. Read the issue now.

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  • Focus: Private cloud

    The private cloud is often viewed as a stepping stone for enterprises keen to tap into the business agility benefits of cloud without ceding total control over where their applications and workloads run. For some organisations, such deployments act as a test bed environment, where they can work out where best to run their workloads.

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  • Top 10 storage stories of 2019

    Computer Weekly's storage content decodes trends and offers practical and technical advice. So, looking at the key storage stories of 2019, we see all the main developments reflected.

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  • Primary storage guide for large enterprises

    As primary storage continues to evolve to fit organizations’ ever-changing needs, many enterprises are searching for solutions that can meet their expectations. However, primary storage isn’t one size fits all. So, how can you find a system that best fits your company’s needs? Browse this report to learn more.

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  • AWS vs Azure vs Google: 5 key benefits each for cloud file storage

    In this e-guide: The big three offer cloud file storage that can ease hybrid cloud operations, with consistency between cloud and on-premise as well as greater enterprise application compatibility.

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  • Computer Weekly - 7 September 2021: Highways England delivers a digital roadmap

    In this week's Computer Weekly, we talk to the CDIO of Highways England about her digital services and asset management plans. We also explore SIEM and SOAR security tools and we find out how McLaren Racing is using data analytics to build its cars more efficiently. Read the issue now.

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  • Top 10 Hottest Cloud Storage Terms to Know

    This E-Guide defines "cloud washing" and distinguishes popular buzzwords from true cloud offerings.

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  • Quantifying the Value of FlexPod Converged Infrastructure

    Learn how upgrading your converged infrastructure to FlexPod with Cisco M4 servers and All Flash FAS (AFF) storage can benefit your organization

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  • How Australian organisations are coping with big data storage challenges

    In this e-guide, read about how Australian organisations are coping with the storage challenges of big data, why flash storage is still too expensive for some companies and how NetApp is evolving to keep up with changes in the industry.

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  • Discover how data analytics and IoT work together to transform the IT industry

    In this week's Computer Weekly, our UK salary survey shows that IT leaders are benefiting from generous bonuses as tech becomes part of mainstream business. We find out how the internet of things is transforming the railway industry. And the CIO of the Williams F1 team explains how data analytics is boosting race performance. Read the issue now.

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  • Kubernetes: What enterprises need to know

    It is fair to say after years of debate over which technology – out of Docker and Kubernetes –  enterprises would end up favouring when it comes to containerising their apps that the latter has very much won that battle.

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  • Computer Weekly – 11 September 2018: Retailers buy into AI – the rise of artificial intelligence in retail

    In this week's Computer Weekly, we talk to leading high street and online retailers to find out how they are using AI to get more from their customer data. New research suggests outsourcing is bad for software development – we assess the issues. And we look at how to ensure data protection when using containers. Read the issue now.

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  • A comparison of Azure, AWS, and Google cloud services

    AWS, Azure, and Google are all huge names in the cloud space, offering everything from big data in the cloud to serverless computing options and more. Read on for a vendor-neutral comparison of these three providers to determine which combination – if any – best fits your organization's infrastructure requirements.

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  • Computer Weekly – 24 January 2017: World leaders discuss risks of social unrest from advances in technology

    In this week's Computer Weekly, we examine the fears raised at the World Economic Forum over the potential for social unrest as technology transforms working practices. We hear from the CIO at the World Health Organization about how IT helped tackle the Ebola crisis. And we look at progress in adopting big data analytics. Read the issue now.

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  • Computer Weekly – 11 October 2022: Government bins IR35 reforms – what you need to know

    In this week's Computer Weekly, after the government scrapped its IR35 reforms, we examine what IT contractors need to know. With hybrid working, employee experience is a priority – we look at how it meshes with customer experience initiatives. And we assess the options for unstructured data storage in the cloud and on-premise. Read the issue now.

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  • How an F1 racecar manufacturer protects its data

    How did Oracle Red Bull Racing, a manufacturer of Formula 1 (F1) racing cars, cross the finish line of stronger data security? To find out how the manufacturer supercharged the protection of its proprietary data and intellectual property, download this case study.

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  • Computer Weekly – 21 March 2023: The risks of an imbalance in AI

    In this week's Computer Weekly, a leading AI expert explains the risks of an arms race in artificial intelligence caused by the domination of private sector providers. Our latest buyer's guide examines ways to reduce IT's energy use. And we analyse the latest damning revelations from the Post Office scandal inquiry. Read the issue now.

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  • Understanding the true costs of AI implementation

    AI offers a competitive edge, but assessing costs and benefits is key. Understanding AI's total costs helps your company gauge the investment's worth. Start with small, high-value use cases and scale with robust governance and security. For more on AI cost management and successful integration, read the full white paper.

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  • CW APAC, March 2022: Trend Watch: Storage management

    In this handbook, Computer Weekly looks at how open source is shaping data storage management and this year’s emerging cloud supplier trends.

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  • Computer Weekly – 5 December 2023: Technologies to support hybrid working

    In this week's Computer Weekly, our latest buyer's guide looks at technologies to support hybrid working – even when your business is as unique as farming. Read the issue now.

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  • Computer Weekly – 30 July 2019: Digital takes the racing line in Formula One

    In this week's Computer Weekly, we talk to the CIO of Formula One racing team Haas F1 to find out how technology is helping to compete with better-funded rivals. We examine the latest best practice advice on disaster planning. And we look at what the troubles at Deutsche Bank tell us about the rise of fintech startups. Read the issue now.

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  • Computer Weekly – 26 May 2020: Can Lady Gaga and Madonna get people to take IT security seriously?

    In this week's Computer Weekly, after hackers threatened to release data from a US law firm's celebrity clients, will people finally take cyber security seriously? Designing software for older users makes systems better for all – we examine how. And the IT chief at TSB explains how the bank recovered from its 2018 IT disaster. Read the issue now.

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  • Top IT Predictions in APAC in 2023

    In this round-up, we review some of the key IT trends that are likely to shape the industry across the APAC region in 2023.

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  • Containers and storage 101: The fundamentals of container storage

    In this e-guide we look at the basics of Docker storage and backup, key containers capabilities in storage vendors' offers and how containers can be incorporated into the private cloud environment.

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  • CW Middle East - January-March 2021: $60m venture capital fund targets 120 startups

    Countries in the Middle East see technology as an industry of the future and are investing heavily in the sector as part of their economic diversification plans. Read in this issue how the latest development will see a $60m venture capital fund, based in Bahrain, invest in 120 early-stage startups across the Middle East region.

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  • Urban Myths About Secure Coding

    Urban myths, whether rooted in reality or fabricated entirely, have the power to change perception. Read this e-book which is designed to rectify these misconceptions by presenting six common urban myths about secure coding and giving practical guidance for how to overcome them.

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  • All-Flash: The Essential Guide

    This guide offers a comprehensive survey of the all-flash array market. We look at all-flash products from the big six storage vendors and the startups and specialists. Plus, we give the lowdown on all-flash vs hybrid flash arrays and all-flash vs server-side PCIe SSD.

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  • Real-time analytics possible fuel for post Covid pandemic growth

    Real-time analytics promises the last word in business agility. There is obvious business value in being able to react immediately to changing patterns in customer behaviour or to prevent problems ahead of time, to give but two examples. And becoming more real-time could be an element in accelerating economic growth beyond the pandemic.

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  • MicroScope – November 2021: Scaling the skills shortage

    Navigating the challenges of retaining talent is an increasing concern for the channel, with many professionals set to change jobs – discover why this is and how big of a problem the industry faces. Also read about the increase in demand for anything as a service, and why exactly the channel keeps enduring through the years

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  • CW Europe - March-May 2021: Nordic tech startups create blueprint for post-Covid working environment

    Business can learn lessons from Nordic tech startups to prepare employees to return to the office after Covid restrictions end.

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  • Computer Weekly - 3 August 2021: The fears and benefits of virtualising reality

    In this week's Computer Weekly, we examine the mingling of virtual and physical worlds and find positive applications and worrisome implications from augmented reality. We find out how to run a virtual hackathon during the pandemic – pizza still included. And we look at how to improve performance of your private cloud. Read the issue now.

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  • Top 10 artificial intelligence stories of 2019

    According to Gartner's 2019 CIO Agenda survey, organisations that have deployed artificial intelligence (AI) grew from 4% to 14% between 2018 and 2019. These are Computer Weekly's top 10 AI articles in 2019.

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  • CrowdStrike for endpoint security

    Tabcorp is an Australian betting and entertainment experiences business. In order to secure the complex risk associated with their infrastructure, Tabcorp partners with CrowdStrike to drive stronger security from endpoint to cloud. Download the case study to see how.

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  • A Computer Weekly E-guide to NAS

    In the guide we look at the fundamentals of NAS and the use cases it best suits, the range of file access storage products available including in the cloud and in hybrid operation between cloud and datacentre. We also examine the question of NAS backup, looking at the challenges that have accompanied it and the solutions available.

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  • Buyer's guide to backup and recovery software

    In this handbook, learn more about the market for backup and recovery software and key data protection capabilities to look out for.

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