Welcome!

SDN Journal Authors: Destiny Bertucci, Liz McMillan, Pat Romanski, Elizabeth White, Amitabh Sinha

Related Topics: @DXWorldExpo, Java IoT, Microservices Expo, Containers Expo Blog, @CloudExpo, SDN Journal

@DXWorldExpo: Article

Welcome to Data Land

Data governance defines itself as a framework that intends to ensure the efficient management of the data in the enterprise

Many software vendors, analyst and journalist are overusing the term "Data Governance" in today's complex business and IT environments. However, it has become one of the primary goals and drivers for data-related IT projects while at the same time being one of the most difficult to define, measure and quantify. What real meaning can we give to the concept of Data Governance? What is its importance, impact and meaning for the enterprise?

To try returning some meaning and context to Data Governance, let's go back to the semantics through an analogy understandable by everyone, and insightful in the smallest detail.

Welcome to Data Land... If data are its citizens, the governance of such a country would aim at ensuring that these data co-exist in a peaceful way, stayed healthy, enriched themselves, were not living on top of each other, did not destroy each other in the case of conflict, and most importantly work together every year at improving the GDP of Data Land. This means creating value by the use and action of everyone. Of course, bioethics laws would prevent the cloning or duplication of its inhabitants. Data governance would then define itself as a framework that intends to ensure the efficient management of the data in the enterprise. Putting data under governance prevents its chaotic generation and use.

In Data Land, governance implies:

A Territory to Govern
The scope of influence of governance must be clearly defined, the border of its country clearly delimited.

What type of data are we talking about? The question of the perimeter is not a trivial one, and its impact on the projects and tools to be implemented is big. Master data, so critical that it commands a particular investment for its management, forms a first consistent set and its governance leads to MDM projects.

What about transactions data or social interactions data? More and more popular, full of intelligence for the enterprise, they do not fit into the normal referential bucket, but can benefit from data quality initiatives, with their own specific concerns (volume and volatility, for instance). Also, Data Land is not free from globalization. Though it is important to establish borders for security reasons, "common market" initiatives with neighboring countries (partners, data vendors, data pools) are increasing and aim at surpassing the scope of the traditional enterprise, in favor of the "exterprise."

A Governor
Any Data Land (for instance the master data one) must have a leader, a sponsor who conveys a vision and ensures the alignment of all the members of his government who, like in real life, may be tempted by the will of handling its governed data in an autonomous or selfish way. This executive sponsorship is an important success factor of projects related to data governance. Its absence, source of the famous government hitches, leads to systematic failure. The governor is often an executive (CIO, COO, CEO), with enough power and respected enough to impose a choice in case of blocking.

A Government and Its Supervisory Body
Every country needs a team that defines the detail in terms of strategy and laws to put in place to ensure it is functioning correctly. Data Land requires nothing less. The organizational changes and the setup of dedicated enterprise-wide teams are among the most advertised collateral for data governance projects. The Data Governance Council is tasked with defining the rules governing the data, i.e., the law. The Data Stewards ensure compliance with the law and, if not enforced, will take action to ensure compliance. In order for the initiative to be a success and, just like national governments, they should theoretically be independent of particular interests and business lobbies. They do however need to have an intimate knowledge of the data and its use in the enterprise processes. This is why they often come from the "civil society," meaning they were members of the business teams before, with a mission of surpassing their previous assignment for the greater good.

Laws and Institutional Processes
The first objective of the abovementioned government is to establish the governance scheme, the set of rules that govern the best practices around creating, using, modifying and removing data. These laws are of multiple types. The ones that establish property titles (data owners), easement rights (data consumers) and security rules (data custodians). There are also the ones that define the boundaries, restrictions or more positively the data standards. These rules will be enforced and data controlled by the data stewards. As in the civil society, an efficient management of the data involves orderly empowerment of the actors (prevention) as well as systematic control (repression). The enforcement of the law and its corrective aspect may be supported by processes orchestrating multiple users, according to the scheme defined by the Governance Council.

So what about IT tools? They are the infrastructures of Data Land. Vehicles, road signs, and even if it is less fun, speed cameras. They are here to facilitate the application of the governance scheme, to give tools to the government, to enforce order and the respect of the law. In any circumstances, they can help with the definition of the scheme. Data governance is an initiative taken by the enterprise for the enterprise, independently of any IT solution which will have to adapt (if sufficiently flexible).

As with any country-based government, data governance has an ambition to manage the enterprise data landscape with perfect efficiency.

Utopian? Possibly.

Ambitious? Surely.

Critical? Definitively.

Let's then ensure that the way to this ideal will deliver value by itself. This is what the relevance of IT tools should be judged against.

More Stories By David Decloux

David Decloux is EMEA MDM Specialists Lead at Informatica. He is responsible for the European MDM experts team, supporting the local teams in requirement gathering, solution design, architecture and Proof of Concept delivery around Informatica MDM Solutions. David joined Informatica from IBM, where he served as a preSales consultant for MDM and InfoSphere architect. Prior to joining IBM, he was a project manager at KeyMRO, a sourcing company later acquired by IBM GBS, where he gained first-hand experience on the premises of MDM around Product Information Management.

Comments (0)

Share your thoughts on this story.

Add your comment
You must be signed in to add a comment. Sign-in | Register

In accordance with our Comment Policy, we encourage comments that are on topic, relevant and to-the-point. We will remove comments that include profanity, personal attacks, racial slurs, threats of violence, or other inappropriate material that violates our Terms and Conditions, and will block users who make repeated violations. We ask all readers to expect diversity of opinion and to treat one another with dignity and respect.


@CloudExpo Stories
The dynamic nature of the cloud means that change is a constant when it comes to modern cloud-based infrastructure. Delivering modern applications to end users, therefore, is a constantly shifting challenge. Delivery automation helps IT Ops teams ensure that apps are providing an optimal end user experience over hybrid-cloud and multi-cloud environments, no matter what the current state of the infrastructure is. To employ a delivery automation strategy that reflects your business rules, making r...
Modern software design has fundamentally changed how we manage applications, causing many to turn to containers as the new virtual machine for resource management. As container adoption grows beyond stateless applications to stateful workloads, the need for persistent storage is foundational - something customers routinely cite as a top pain point. In his session at @DevOpsSummit at 21st Cloud Expo, Bill Borsari, Head of Systems Engineering at Datera, explored how organizations can reap the bene...
Kubernetes is an open source system for automating deployment, scaling, and management of containerized applications. Kubernetes was originally built by Google, leveraging years of experience with managing container workloads, and is now a Cloud Native Compute Foundation (CNCF) project. Kubernetes has been widely adopted by the community, supported on all major public and private cloud providers, and is gaining rapid adoption in enterprises. However, Kubernetes may seem intimidating and complex ...
In a recent survey, Sumo Logic surveyed 1,500 customers who employ cloud services such as Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP). According to the survey, a quarter of the respondents have already deployed Docker containers and nearly as many (23 percent) are employing the AWS Lambda serverless computing framework. It’s clear: serverless is here to stay. The adoption does come with some needed changes, within both application development and operations. Tha...
In his session at 21st Cloud Expo, Michael Burley, a Senior Business Development Executive in IT Services at NetApp, described how NetApp designed a three-year program of work to migrate 25PB of a major telco's enterprise data to a new STaaS platform, and then secured a long-term contract to manage and operate the platform. This significant program blended the best of NetApp’s solutions and services capabilities to enable this telco’s successful adoption of private cloud storage and launching ...
In his general session at 21st Cloud Expo, Greg Dumas, Calligo’s Vice President and G.M. of US operations, discussed the new Global Data Protection Regulation and how Calligo can help business stay compliant in digitally globalized world. Greg Dumas is Calligo's Vice President and G.M. of US operations. Calligo is an established service provider that provides an innovative platform for trusted cloud solutions. Calligo’s customers are typically most concerned about GDPR compliance, application p...
The past few years have brought a sea change in the way applications are architected, developed, and consumed—increasing both the complexity of testing and the business impact of software failures. How can software testing professionals keep pace with modern application delivery, given the trends that impact both architectures (cloud, microservices, and APIs) and processes (DevOps, agile, and continuous delivery)? This is where continuous testing comes in. D
The 22nd International Cloud Expo | 1st DXWorld Expo has announced that its Call for Papers is open. Cloud Expo | DXWorld Expo, to be held June 5-7, 2018, at the Javits Center in New York, NY, brings together Cloud Computing, Digital Transformation, Big Data, Internet of Things, DevOps, Machine Learning and WebRTC to one location. With cloud computing driving a higher percentage of enterprise IT budgets every year, it becomes increasingly important to plant your flag in this fast-expanding busin...
Smart cities have the potential to change our lives at so many levels for citizens: less pollution, reduced parking obstacles, better health, education and more energy savings. Real-time data streaming and the Internet of Things (IoT) possess the power to turn this vision into a reality. However, most organizations today are building their data infrastructure to focus solely on addressing immediate business needs vs. a platform capable of quickly adapting emerging technologies to address future ...
SYS-CON Events announced today that Synametrics Technologies will exhibit at SYS-CON's 22nd International Cloud Expo®, which will take place on June 5-7, 2018, at the Javits Center in New York, NY. Synametrics Technologies is a privately held company based in Plainsboro, New Jersey that has been providing solutions for the developer community since 1997. Based on the success of its initial product offerings such as WinSQL, Xeams, SynaMan and Syncrify, Synametrics continues to create and hone in...
You know you need the cloud, but you’re hesitant to simply dump everything at Amazon since you know that not all workloads are suitable for cloud. You know that you want the kind of ease of use and scalability that you get with public cloud, but your applications are architected in a way that makes the public cloud a non-starter. You’re looking at private cloud solutions based on hyperconverged infrastructure, but you’re concerned with the limits inherent in those technologies.
Nordstrom is transforming the way that they do business and the cloud is the key to enabling speed and hyper personalized customer experiences. In his session at 21st Cloud Expo, Ken Schow, VP of Engineering at Nordstrom, discussed some of the key learnings and common pitfalls of large enterprises moving to the cloud. This includes strategies around choosing a cloud provider(s), architecture, and lessons learned. In addition, he covered some of the best practices for structured team migration an...
With tough new regulations coming to Europe on data privacy in May 2018, Calligo will explain why in reality the effect is global and transforms how you consider critical data. EU GDPR fundamentally rewrites the rules for cloud, Big Data and IoT. In his session at 21st Cloud Expo, Adam Ryan, Vice President and General Manager EMEA at Calligo, examined the regulations and provided insight on how it affects technology, challenges the established rules and will usher in new levels of diligence arou...
Most technology leaders, contemporary and from the hardware era, are reshaping their businesses to do software. They hope to capture value from emerging technologies such as IoT, SDN, and AI. Ultimately, irrespective of the vertical, it is about deriving value from independent software applications participating in an ecosystem as one comprehensive solution. In his session at @ThingsExpo, Kausik Sridhar, founder and CTO of Pulzze Systems, discussed how given the magnitude of today's application ...
The “Digital Era” is forcing us to engage with new methods to build, operate and maintain applications. This transformation also implies an evolution to more and more intelligent applications to better engage with the customers, while creating significant market differentiators. In both cases, the cloud has become a key enabler to embrace this digital revolution. So, moving to the cloud is no longer the question; the new questions are HOW and WHEN. To make this equation even more complex, most ...
As you move to the cloud, your network should be efficient, secure, and easy to manage. An enterprise adopting a hybrid or public cloud needs systems and tools that provide: Agility: ability to deliver applications and services faster, even in complex hybrid environments Easier manageability: enable reliable connectivity with complete oversight as the data center network evolves Greater efficiency: eliminate wasted effort while reducing errors and optimize asset utilization Security: imple...
Mobile device usage has increased exponentially during the past several years, as consumers rely on handhelds for everything from news and weather to banking and purchases. What can we expect in the next few years? The way in which we interact with our devices will fundamentally change, as businesses leverage Artificial Intelligence. We already see this taking shape as businesses leverage AI for cost savings and customer responsiveness. This trend will continue, as AI is used for more sophistica...
In his Opening Keynote at 21st Cloud Expo, John Considine, General Manager of IBM Cloud Infrastructure, led attendees through the exciting evolution of the cloud. He looked at this major disruption from the perspective of technology, business models, and what this means for enterprises of all sizes. John Considine is General Manager of Cloud Infrastructure Services at IBM. In that role he is responsible for leading IBM’s public cloud infrastructure including strategy, development, and offering m...
Digital transformation is about embracing digital technologies into a company's culture to better connect with its customers, automate processes, create better tools, enter new markets, etc. Such a transformation requires continuous orchestration across teams and an environment based on open collaboration and daily experiments. In his session at 21st Cloud Expo, Alex Casalboni, Technical (Cloud) Evangelist at Cloud Academy, explored and discussed the most urgent unsolved challenges to achieve f...
In his session at 21st Cloud Expo, Raju Shreewastava, founder of Big Data Trunk, provided a fun and simple way to introduce Machine Leaning to anyone and everyone. He solved a machine learning problem and demonstrated an easy way to be able to do machine learning without even coding. Raju Shreewastava is the founder of Big Data Trunk (www.BigDataTrunk.com), a Big Data Training and consulting firm with offices in the United States. He previously led the data warehouse/business intelligence and B...