data management philippines

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Greenplum and the Power of One

Greenplum and the Power of One 768 487 Exist Software Labs

“Did I disappoint you?
Or leave a bad taste in your mouth?
You act like you never had love
And you want me to go without”

So goes a passage in the chart-topping song, “One”, off of U2’s very successful Achtung Baby album.

It could also pass for the sentiment of many organizations who jumped in on a Hadoop Big Data romance, only to be met with heart-breaking disappointment.

But why was it such a heart-breaker?

Some Reasons

1. Hadoop’s performance with small datasets leaves much to be desired. Its file-level processing is good for batch handling of large datasets but constrained for smaller, interactive querying.

2. Hadoop is weak on real-time analytics. As mentioned in point 1, Hadoop is more of a batch kind of implementation, and response times are often unacceptable. It’s true that Spark and Kafka on top can offer some remedy to this predicament but the complexity of configuration and maintenance can be quite harrowing.

3. Hadoop was limited in its deployment options. Most Hadoop implementations are on-premise and have not fully embraced the cloud renaissance.

4. Administration-wise, Hadoop’s infrastructure can be a pain in the bottom. Core tools for replication, adding nodes, directory, and partition-creation, performance tuning, workload management, data distribution, etc., are minimal and often require add-ons. Not to mention the headache that is disaster recovery.

All for One, One for All

It could also be argued that the need to piece together so many different disparate software components in order to come up with a data analytics platform was a key determinant in the decline of Hadoop-based implementations.

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Imagine needing to learn a big chunk of these technologies just to get the ball rolling!

What if what once looked like this:

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Can be turned into this:

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With the Greenplum Data Platform, the need to learn and implement countless software is done away with since everything a modern data analytics platform needs is already packaged within the platform (See Why is Greenplum the Best Choice for a Cloud Data Warehouse? and Why the Data Warehouse Is Here to Stay).

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With just ONE data analytics platform, your organization can begin to harness the benefits promised by Hadoop—and more—minus the heartache.

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Greenplum is the ONE.

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The Metallica of Master Data Management: TIBCO EBX

The Metallica of Master Data Management: TIBCO EBX 768 487 Exist Software Labs

In the world of heavy metal, Metallica is considered, arguably, as the G.O.A.T. Some may contest this claim and cite the forefathers, like Black Sabbath or Led Zeppelin, but the prevailing sentiment is that the ‘Tallica boys are at the top of the heap.

One of the key achievements of this band is that they put out the highest-grossing metal album of all time. Released in 1986, Master of Puppets is Metallica’s best-selling album (surpassing every other metal band in the world in terms of raw sales).

If Master of Puppets is Metallica’s magnum opus, then Master Data Management’s masterpiece is no other than TIBCO EBX.

But first…what is Master Data Management?

Master data management (MDM) is the initiative of an enterprise that is keen on having data work for them to create a single repository of all master data, reference data, and metadata in order to minimize, if not totally eliminate, data errors and redundancy in business processes.

An MDM solution would typically be an interplay of Data Quality, Data Integration, and Data Governance practices.

What’s in it for me with Master Data Management?

The provision of a single point of reference for business-critical information eliminates the costliness of data redundancies that occur when organizations rely on multiple versions of data that reside in departmental silos.

For example, MDM can ensure that when customer information changes, the Sales & Marketing Department will not reach out to unreachable or different entities, but will consistently have a single, latest, and accurate view of the customer upon which to target their efforts.

What are the Basic Steps to Master Data Management?

  1. Discover the relevant and pertinent data sources to be mastered in your enterprise.
  2. Acquire the data (Data Integration proper, ETL, streaming, etc.).
  3. Cleanse the data (Data Quality proper).
  4. Enrich the data with data from other data sources that are external to your enterprise but are useful (e.g. social media, websites, etc.).
  5. Match the data with other data and look/flag for duplication.
  6. Merge the data and select the most up-to-date version of the data.
  7. Relate the mastered data with other relatable data in the enterprise.
  8. Secure the mastered data (masking, user roles & privileges, etc.).
  9. Deliver the mastered data to the appropriate and intended consumers and stakeholders.
  10. Govern the mastered data and ensure that master data management becomes a secure, repeatable, sustainable, and value-generating key framework in the enterprise.

Why rock with TIBCO EBX?

First, a history lesson. TIBCO EBX was the result of the acquisition of Orchestra Networks, a leader in MDM, by TIBCO Software last 2018. This assimilation proved monumental as evidenced by TIBCO EBX’s rankings in Gartner’s evaluations:

As you can see, TIBCO EBX is among the Top 2 leaders in the Leader quadrant, alongside the very expensive Informatica.

In actual MDM use cases, however, TIBCO EBX ranked highest in 5 of 6:

The latest 2020 Gartner report on the MDM space pretty much tells the same story:

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Again…why rock with TIBCO EBX?

ONE PLATFORM FOR ALL YOUR DATA MANAGEMENT NEEDS

With EBX software, you only need one platform to do the job of multiple products, including MDM, reference data management, product master data management, party master data management, data governance, and hierarchy management.

SUPPORT FOR ALL TYPES OF BUSINESS FUNCTIONS

Operational and analytical processes may be different, but they have one thing in common: data powers them all. Instead of managing these assets in multiple, separate applications, the EBX platform provides a single resource to govern and manage them, providing consistency and cohesion to processes across your organization.

SUPPORT FOR ALL LEVELS OF USERS

  • Business Users: Delivers an intuitive, self-service experience for your business teams. Users view, search, author, edit, and approve changes in a workflow-driven, collaborative interface.
  • Data Stewards: Helps data stewards easily discern the quality of their data and take action using powerful data governance, matching, profiling, cleansing, workflow monitoring, quality analytics, and audit trail capabilities.
  • Developers/Analysts: Supports building and adapting applications quickly, without long and costly development projects. Project teams have full control over data models, workflow models, business rules, UI configuration, and data services.

FLEXIBILITY AND AGILITY

Custom applications and purpose-built MDM solutions are hard to change, but EBX software is flexible and agile. It uses a unique what-you-model-is-what-you-get design approach, with fully configurable applications generated on-the-fly. Long, costly development projects are eliminated. And EBX software includes all the enterprise class capabilities you need to create data management applications including user interfaces for authoring and data stewardship, workflow, hierarchy management, and data integration tools.1

Is that all?

TIBCO EBX’s best-of-breed capabilities include:

DATA MODELING

What you model is what you get. The flexible data model supports any master domain and relationships as well as complex and simple forms of data.

COLLABORATIVE WORKFLOW

Collaborate with everyone who touches your data. Manage updates, oversee change requests, and provide approvals through a customizable workflow.

HIERARCHY MANAGEMENT

Support any type of hierarchy and create alternate hierarchies without duplication. Now it’s easy to visualize and maintain complex relationships.

VERSION CONTROL

Manage and connect every version of data—past, present, and future.

PLATFORM COMPATIBILITY

Integrate with multiple platforms on-premises or in the cloud. Works with a wide range of interfaces, application servers, databases, and infrastructures.

INSIGHT WITH DASHBOARDS AND KPIS

Track, analyze, and measure data quality and performance through EBX dashboards.2

How can I buy tickets to the next concert?

If you want to learn more about MDM and how TIBCO EBX can help your organization eliminate bad data, data silos, and poor data visibility, contact EXIST Software Labs today!

Keep rockin’!

 

 

 

Footnotes:
1 TIBCO EBX Datasheet
2 ibid.