Welcome!

Server Monitoring Authors: Yeshim Deniz, Liz McMillan, Pat Romanski, Carmen Gonzalez, Ken Schwaber

Related Topics: FinTech Journal, Cognitive Computing , Machine Learning , Artificial Intelligence, @CloudExpo

FinTech Journal: Article

What You Need to Know About #Blockchain | @CloudExpo #Bitcoin #FinTech

The first thing you need to know about blockchain is that it enables the creation of virtual currencies & intelligent contracts

Blockchain: Everything You Need to Know
By Omed Habib

The first thing you need to know about blockchain is that it enables the creation of virtual currencies and intelligent contracts. At its core is the concept of a “distributed ledger,” where data on transactions is recorded across a range of specified databases. Every transaction can be tracked and replicated in real time. That’s how the identities of user accounts, even if they are anonymous, can be verified and secured behind advanced cryptography and digital signatures.

The second thing you need to know is that blockchain changes the rules on everything. This isn’t just about digital transformation of the finance industry — it resets what’s possible for all forms of peer-to-peer exchange and enterprise value chains. Billions of dollars are already being invested by the world’s largest enterprises and governments to create a programmable economy.

Take a moment to look over the what, where, why, and how of blockchains. The who? That’s up to you.

The Definition of Blockchain
As you might expect from a new technology, blockchain has conflicting definitions. One of the most compact definitions comes from Deloitte: “Despite its apparent complexity, a blockchain is just another type of database for recording transactions — one that is copied to all the computers in a participating network.”

The blocks are arranged in fixed structures that include a header and the content. The header block contains all the metadata like a time-stamp, reference number, and a link to the previous block. The content block contains a validated list of digital assets and instructional statements. As you can see, encrypted identity information can be handled separately and protected in another database.

When you pull down the latest block, you also gain access to all previous blocks linked together in a chain of database records, giving you an easy way to verify and audit transactions. The more participants there are, the harder it is for hackers to get around all the verifications. That’s one of the primary reasons that the UK government has chosen a blockchain solution to protect the networks and data of nuclear power stations across the country.

Blockchain vs. Bitcoin
Most people know that blockchain has something to do with bitcoin, which often makes them wary of learning any more about it. They know that bitcoin is a software-defined currency preferred by anonymous users possibly doing illegal things.

Bitcoin was the first application of blockchain, introduced in a 2008 white paper called, “Bitcoin: A Peer-to-Peer Electronic Cash System.” The author of the paper was either a developer or a team of developers working under the pseudonym “Satoshi Nakamoto.” Although several people have claimed to be the mysterious author of the piece, nothing has been proven conclusively yet. Blockchain and the distributed ledger were created to record and verify bitcoin transactions, the first of which was later in 2008.

Bitcoin and blockchain came to the attention of many financial professionals in 2013. That’s when the FBI shut down operations at the Silk Road site, which used bitcoins to make payments anonymous for drugs and other illegal activities.

Real-World Applications of Blockchain
Since 2013, blockchain has left bitcoin far behind as more than $1 billion in investment has flowed in to develop the technology. Anonymous virtual currency is just one very limited application of blockchain, and isn’t what IBM had in mind when it launched a test of blockchain this year for more accurate record keeping in its supply chain. IBM joins financial giants like Nasdaq, JPMorgan Chase & Co., and Bank of America Corp., who have already launched their first blockchain projects.

The BI Intelligence Blockchain Report laid out the true potential of blockchain: “[It] has the ability to allow multiple parties to transfer and store sensitive information in a space that’s secure, permanent, anonymous, and easily accessible. That could simplify paper-heavy, expensive, or logistically complicated financial systems, like remittances and cross-border transfers, shareholder management and ownership exchange, and securities trading, to name a few. And outside of finance, governments and the music industry are investigating the technology’s potential to simplify record keeping.”

The report estimated that blockchain could save enterprises $20 billion annually by 2022.

Blockchain for the CIO
Despite all the business interest and investment, perhaps the biggest input still missing from blockchain is imagination. At the Gartner Symposium/ITxpo this year, David Furlonger, Gartner VP, encouraged financial leaders to get creative. “We now have a digital capability to represent any form of value that is privately issued — you can become your own banker, insurance agent, or foreign exchange teller. What does that mean for how society operates today? What are the implications for governance, our tax system, and our legal framework?”

Gartner gave not answers, but reasons to investigate what the technology could do for each individual enterprise, saying, “CIOs should build a list of potential use cases for their own industry to discuss with the CEO.”

The practical uses so far, in addition to those by IBM, the UK government, and banks, include:

  • A channel for universities and educational institutions to provide proof of course completion and grades across continents.

  • A diamond registry that can identify stones by their unique features, such as the stone’s cut, color, clarity, and carat. Diamonds can be tracked from mining location to retail destination.

  • In China, it is being deployed to trace the origin and destination of fresh produce, beef, and milk.

  • In emerging markets where it is difficult to track and verify land ownership, it is used as the backbone of a comprehensive land title system.

The primary skill that any database development team needs to create and maintain its own blockchain application is a strong background in databases and distributed computing.

Blockchain for Developers
The Byte Academy’s Blockchain Bootcamp in New York runs eight weeks and costs around $10,000. That may be a substantial investment for some developers, but compare that with the $220K annual salary that an experienced blockchain developer can command on the market now.

Dave Hoover, co-founder of Dev Bootcamp, projected that blockchain developers will become an essential component of IT teams over the next few years. He said, “To me, it’s a matter of when, because I believe blockchain is fundamentally game-changing technology. It’ll probably happen faster than it happened with the web.”

Here are some resources to get you started:

  • Blockchain University combines online with classroom resources, including bootcamps and hackathons that bring together developers, product managers, attorneys, designers, and builders with entrepreneurs or enterprise intrepreneurs.

  • Ethereum is a new open-source initiative striving to establish a universal set of blockchain protocols with a built-in programming language. It will allow developers to build any application on top of Ethereum, with the rules enforced by the blockchain. There are currently Ethereum implementations built on C++, Go, and Serpent 2.0.

Blockchain for Consumers
One of the most interesting developments with blockchain has emerged in Australia, where alternative energy is changing the way power is delivered. It starts from the aspect of blockchain that simplifies peer-to-peer exchanges.

David Martin, managing director of Australia’s Power Ledger platform demonstrated why blockchain makes more sense in a programmable economy. “The energy system used to be linear  — energy flowed from distant generators to consumers via long networks and was facilitated by wholesale markets and retail agents. The system is more distributed now, and energy flows in multiple directions. Yet we still rely on wholesale markets and retailer intermediaries to operate as they always have.”

Blockchain forms the basis of an energy exchange, which can serve as a model for the home or office-based solar generators in the United States. That’s already being done in Brooklyn, NY, where an independent co-operative microgrid has been set up to allow members to trade power according to what they need.

The Promise and the Peril
Despite all the positive possibilities blockchain opens up for more efficient exchanges, monetary and otherwise, Gartner’s Furlonger also pointed out that, “In its current form, blockchain suffers from significant limitations in scalability, governance, and flexibility.” Scalability is limited by the vast amount of computer and power resources required. Governance remains an open question as private companies pursue their own blockchain initiatives based on many different infrastructures. Finally, flexibility is compromised by lack of integration with corporate legacy systems and policies.

Any distributed application involving the exchange of highly valuable data requires a much higher bar in terms of reliability and performance. Most financial institutions have web and mobile apps these days. To keep up and differentiate from their competition, financial companies need to offer a feature-rich app that gives users an exceptional experience and easy access to their accounts. Solutions like those provided by AppDynamics allow financial institutions to monitor online banking apps, credit processing, claims processing, payment processing, anti-fraud, and improve customer support.

The post Blockchain: Everything You Need to Know appeared first on Application Performance Monitoring Blog | AppDynamics.

20th International Cloud Expo, taking place June 6-8, 2017, at the Javits Center in New York City, NY, will feature technical sessions from a rock star conference faculty and the leading industry players in the world.

Cloud computing is now being embraced by a majority of enterprises of all sizes. Yesterday's debate about public vs. private has transformed into the reality of hybrid cloud: a recent survey shows that 74% of enterprises have a hybrid cloud strategy. Meanwhile, 94% of enterprises are using some form of XaaS - software, platform, and infrastructure as a service.

Download Show Prospectus ▸ Here

Cloud Expo is the single show where delegates and technology vendors can meet to experience and discuss the entire world of the cloud.

Learn what is going on, contribute to the discussions, and ensure that your enterprise is as "Cloud-Ready" as it can be!

Sponsors of Cloud Expo will benefit from unmatched branding, profile building and lead generation opportunities through:

  • Featured on-site presentation and ongoing on-demand webcast exposure to a captive audience of industry decision-makers.
  • Showcase exhibition during our new extended dedicated expo hours
  • Breakout Session Priority scheduling for Sponsors that have been guaranteed a 35-minute technical session
  • Online advertising in SYS-CON's i-Technology Publications
  • Capitalize on our Comprehensive Marketing efforts leading up to the show with print mailings, e-newsletters and extensive online media coverage.
  • Unprecedented PR Coverage: Editorial Coverage on Cloud Computing Journal
  • Tweetup to over 75,000 plus followers
  • Press releases sent on major wire services to over 500 industry analysts.

For more information on sponsorship, exhibit, and keynote opportunities, contact Carmen Gonzalez by email at events (at) sys-con.com, or by phone 201 802-3021.

The World's Largest "Cloud Digital Transformation" Event

@CloudExpo / @ThingsExpo 2017 New York 
(June 6-8, 2017, Javits Center, Manhattan)

@CloudExpo / @ThingsExpo 2017 Silicon Valley
(Oct. 31 - Nov. 2, 2017, Santa Clara Convention Center, CA)

Full Conference Registration Gold Pass and Exhibit Hall ▸ Here

Register For @CloudExpo ▸ Here via EventBrite

Register For @ThingsExpo ▸ Here via EventBrite

Register For @DevOpsSummit ▸ Here via EventBrite

Sponsorship Opportunities

Sponsors of Cloud Expo @ThingsExpo will benefit from unmatched branding, profile building and lead generation opportunities through:

  • Featured on-site presentation and ongoing on-demand webcast exposure to a captive audience of industry decision-makers
  • Showcase exhibition during our new extended dedicated expo hours
  • Breakout Session Priority scheduling for Sponsors that have been guaranteed a 35 minute technical session
  • Online targeted advertising in SYS-CON's i-Technology Publications
  • Capitalize on our Comprehensive Marketing efforts leading up to the show with print mailings, e-newsletters and extensive online media coverage
  • Unprecedented Marketing Coverage: Editorial Coverage on ITweetup to over 100,000 plus followers, press releases sent on major wire services to over 500 industry analysts

For more information on sponsorship, exhibit, and keynote opportunities, contact Carmen Gonzalez (@GonzalezCarmen) today by email at events (at) sys-con.com, or by phone 201 802-3021.

Secrets of Sponsors and Exhibitors ▸ Here
Secrets of Cloud Expo Speakers ▸ Here

All major researchers estimate there will be tens of billions devices - computers, smartphones, tablets, and sensors - connected to the Internet by 2020. This number will continue to grow at a rapid pace for the next several decades.

With major technology companies and startups seriously embracing Cloud strategies, now is the perfect time to attend @CloudExpo@ThingsExpo, June 6-8, 2017, at the Javits Center in New York City, NY and October 31 - November 2, 2017, Santa Clara Convention Center, CA. Learn what is going on, contribute to the discussions, and ensure that your enterprise is on the right path to Digital Transformation.

Track 1. FinTech
Track 2. Enterprise Cloud | Digital Transformation
Track 3. DevOps, Containers & Microservices 
Track 4. Big Data | Analytics
Track 5. Industrial IoT
Track 6. IoT Dev & Deploy | Mobility
Track 7. APIs | Cloud Security
Track 8. AI | ML | DL | Cognitive Computing

Delegates to Cloud Expo @ThingsExpo will be able to attend 8 simultaneous, information-packed education tracks.

There are over 120 breakout sessions in all, with Keynotes, General Sessions, and Power Panels adding to three days of incredibly rich presentations and content.

Join Cloud Expo @ThingsExpo conference chair Roger Strukhoff (@IoT2040), June 6-8, 2017, at the Javits Center in New York City, NY and October 31 - November 2, 2017, Santa Clara Convention Center, CA for three days of intense Enterprise Cloud and 'Digital Transformation' discussion and focus, including Big Data's indispensable role in IoT, Smart Grids and (IIoT) Industrial Internet of Things, Wearables and Consumer IoT, as well as (new) Digital Transformation in Vertical Markets.

Financial Technology - or FinTech - Is Now Part of the @CloudExpo Program!

Accordingly, attendees at the upcoming 20th Cloud Expo @ThingsExpo June 6-8, 2017, at the Javits Center in New York City, NY and October 31 - November 2, 2017, Santa Clara Convention Center, CA will find fresh new content in a new track called FinTech, which will incorporate machine learning, artificial intelligence, deep learning, and blockchain into one track.

Financial enterprises in New York City, London, Singapore, and other world financial capitals are embracing a new generation of smart, automated FinTech that eliminates many cumbersome, slow, and expensive intermediate processes from their businesses.

FinTech brings efficiency as well as the ability to deliver new services and a much improved customer experience throughout the global financial services industry. FinTech is a natural fit with cloud computing, as new services are quickly developed, deployed, and scaled on public, private, and hybrid clouds.

More than US$20 billion in venture capital is being invested in FinTech this year. @CloudExpo is pleased to bring you the latest FinTech developments as an integral part of our program, starting at the 20th International Cloud Expo June 6-8, 2017 in New York City and October 31 - November 2, 2017 in Silicon Valley.

@CloudExpo is accepting submissions for this new track, so please visit www.CloudComputingExpo.com for the latest information.

Speaking Opportunities

The upcoming 20th International @CloudExpo@ThingsExpo, June 6-8, 2017, at the Javits Center in New York City, NY and October 31 - November 2, 2017, Santa Clara Convention Center, CA announces that its Call For Papers for speaking opportunities is open.

Submit your speaking proposal today! ▸ Here

Our Top 100 Sponsors and the Leading "Digital Transformation" Companies

(ISC)2, 24Notion (Bronze Sponsor), 910Telecom, Accelertite (Gold Sponsor), Addteq, Adobe (Bronze Sponsor), Aeroybyte, Alert Logic, Anexia, AppNeta, Avere Systems, BMC Software (Silver Sponsor), Bsquare Corporation (Silver Sponsor), BZ Media (Media Sponsor), Catchpoint Systems (Silver Sponsor), CDS Global Cloud, Cemware, Chetu Inc., China Unicom, Cloud Raxak, CloudBerry (Media Sponsor), Cloudbric, Coalfire Systems, CollabNet, Inc. (Silver Sponsor), Column Technologies, Commvault (Bronze Sponsor), Connect2.me, ContentMX (Bronze Sponsor), CrowdReviews (Media Sponsor) CyberTrend (Media Sponsor), DataCenterDynamics (Media Sponsor), Delaplex, DICE (Bronze Sponsor), EastBanc Technologies, eCube Systems, Embotics, Enzu Inc., Ericsson (Gold Sponsor), FalconStor, Formation Data Systems, Fusion, Hanu Software, HGST, Inc. (Bronze Sponsor), Hitrons Solutions, IBM BlueBox, IBM Bluemix, IBM Cloud (Platinum Sponsor), IBM Cloud Data Services/Cloudant (Platinum Sponsor), IBM DevOps (Platinum Sponsor), iDevices, Industrial Internet of Things Consortium (Association Sponsor), Impinger Technologies, Interface Masters, Intel (Keynote Sponsor), Interoute (Bronze Sponsor), IQP Corporation, Isomorphic Software, Japan IoT Consortium, Kintone Corporation (Bronze Sponsor), LeaseWeb USA, LinearHub, MangoApps, MathFreeOn, Men & Mice, MobiDev, New Relic, Inc. (Bronze Sponsor), New York Times, Niagara Networks, Numerex, NVIDIA Corporation (AI Session Sponsor), Object Management Group (Association Sponsor), On The Avenue Marketing, Oracle MySQL, Peak10, Inc., Penta Security, Plasma Corporation, Pulzze Systems, Pythian (Bronze Sponsor), Cosmos, RackN, ReadyTalk (Silver Sponsor), Roma Software, Roundee.io, Secure Channels Inc., SD Times (Media Sponsor), SoftLayer (Platinum Sponsor), SoftNet Solutions, Solinea Inc., SpeedyCloud, SSLGURU LLC, StarNet, Stratoscale, Streamliner, SuperAdmins, TechTarget (Media Sponsor), TelecomReseller (Media Sponsor), Tintri (Welcome Reception Sponsor), TMCnet (Media Sponsor), Transparent Cloud Computing Consortium, Veeam, Venafi, Violin Memory, VAI Software, Zerto

About SYS-CON Media & Events
SYS-CON Media (www.sys-con.com) has since 1994 been connecting technology companies and customers through a comprehensive content stream - featuring over forty focused subject areas, from Cloud Computing to Web Security - interwoven with market-leading full-scale conferences produced by SYS-CON Events. The company's internationally recognized brands include among others Cloud Expo® (@CloudExpo), Big Data Expo® (@BigDataExpo), DevOps Summit (@DevOpsSummit), @ThingsExpo® (@ThingsExpo), Containers Expo (@ContainersExpo) and Microservices Expo (@MicroservicesE).

Cloud Expo®, Big Data Expo® and @ThingsExpo® are registered trademarks of Cloud Expo, Inc., a SYS-CON Events company.

More Stories By AppDynamics Blog

In high-production environments where release cycles are measured in hours or minutes — not days or weeks — there's little room for mistakes and no room for confusion. Everyone has to understand what's happening, in real time, and have the means to do whatever is necessary to keep applications up and running optimally.

DevOps is a high-stakes world, but done well, it delivers the agility and performance to significantly impact business competitiveness.

@ThingsExpo Stories
As data explodes in quantity, importance and from new sources, the need for managing and protecting data residing across physical, virtual, and cloud environments grow with it. Managing data includes protecting it, indexing and classifying it for true, long-term management, compliance and E-Discovery. Commvault can ensure this with a single pane of glass solution – whether in a private cloud, a Service Provider delivered public cloud or a hybrid cloud environment – across the heterogeneous enter...
DXWorldEXPO LLC announced today that ICC-USA, a computer systems integrator and server manufacturing company focused on developing products and product appliances, will exhibit at the 22nd International CloudEXPO | DXWorldEXPO. DXWordEXPO New York 2018, colocated with CloudEXPO New York 2018 will be held November 11-13, 2018, in New York City. ICC is a computer systems integrator and server manufacturing company focused on developing products and product appliances to meet a wide range of ...
More and more brands have jumped on the IoT bandwagon. We have an excess of wearables – activity trackers, smartwatches, smart glasses and sneakers, and more that track seemingly endless datapoints. However, most consumers have no idea what “IoT” means. Creating more wearables that track data shouldn't be the aim of brands; delivering meaningful, tangible relevance to their users should be. We're in a period in which the IoT pendulum is still swinging. Initially, it swung toward "smart for smart...
Headquartered in Plainsboro, NJ, Synametrics Technologies has provided IT professionals and computer systems developers since 1997. Based on the success of their initial product offerings (WinSQL and DeltaCopy), the company continues to create and hone innovative products that help its customers get more from their computer applications, databases and infrastructure. To date, over one million users around the world have chosen Synametrics solutions to help power their accelerated business or per...
Founded in 2000, Chetu Inc. is a global provider of customized software development solutions and IT staff augmentation services for software technology providers. By providing clients with unparalleled niche technology expertise and industry experience, Chetu has become the premiere long-term, back-end software development partner for start-ups, SMBs, and Fortune 500 companies. Chetu is headquartered in Plantation, Florida, with thirteen offices throughout the U.S. and abroad.
In an era of historic innovation fueled by unprecedented access to data and technology, the low cost and risk of entering new markets has leveled the playing field for business. Today, any ambitious innovator can easily introduce a new application or product that can reinvent business models and transform the client experience. In their Day 2 Keynote at 19th Cloud Expo, Mercer Rowe, IBM Vice President of Strategic Alliances, and Raejeanne Skillern, Intel Vice President of Data Center Group and ...
Dion Hinchcliffe is an internationally recognized digital expert, bestselling book author, frequent keynote speaker, analyst, futurist, and transformation expert based in Washington, DC. He is currently Chief Strategy Officer at the industry-leading digital strategy and online community solutions firm, 7Summits.
Bill Schmarzo, author of "Big Data: Understanding How Data Powers Big Business" and "Big Data MBA: Driving Business Strategies with Data Science," is responsible for setting the strategy and defining the Big Data service offerings and capabilities for EMC Global Services Big Data Practice. As the CTO for the Big Data Practice, he is responsible for working with organizations to help them identify where and how to start their big data journeys. He's written several white papers, is an avid blogge...
"We are a well-established player in the application life cycle management market and we also have a very strong version control product," stated Flint Brenton, CEO of CollabNet,, in this SYS-CON.tv interview at 18th Cloud Expo at the Javits Center in New York City, NY.
It is of utmost importance for the future success of WebRTC to ensure that interoperability is operational between web browsers and any WebRTC-compliant client. To be guaranteed as operational and effective, interoperability must be tested extensively by establishing WebRTC data and media connections between different web browsers running on different devices and operating systems. In his session at WebRTC Summit at @ThingsExpo, Dr. Alex Gouaillard, CEO and Founder of CoSMo Software, presented ...
Most people haven’t heard the word, “gamification,” even though they probably, and perhaps unwittingly, participate in it every day. Gamification is “the process of adding games or game-like elements to something (as a task) so as to encourage participation.” Further, gamification is about bringing game mechanics – rules, constructs, processes, and methods – into the real world in an effort to engage people. In his session at @ThingsExpo, Robert Endo, owner and engagement manager of Intrepid D...
Recently, WebRTC has a lot of eyes from market. The use cases of WebRTC are expanding - video chat, online education, online health care etc. Not only for human-to-human communication, but also IoT use cases such as machine to human use cases can be seen recently. One of the typical use-case is remote camera monitoring. With WebRTC, people can have interoperability and flexibility for deploying monitoring service. However, the benefit of WebRTC for IoT is not only its convenience and interopera...
Michael Maximilien, better known as max or Dr. Max, is a computer scientist with IBM. At IBM Research Triangle Park, he was a principal engineer for the worldwide industry point-of-sale standard: JavaPOS. At IBM Research, some highlights include pioneering research on semantic Web services, mashups, and cloud computing, and platform-as-a-service. He joined the IBM Cloud Labs in 2014 and works closely with Pivotal Inc., to help make the Cloud Found the best PaaS.
Everything run by electricity will eventually be connected to the Internet. Get ahead of the Internet of Things revolution. In his session at @ThingsExpo, Akvelon expert and IoT industry leader Sergey Grebnov provided an educational dive into the world of managing your home, workplace and all the devices they contain with the power of machine-based AI and intelligent Bot services for a completely streamlined experience.
Cloud-enabled transformation has evolved from cost saving measure to business innovation strategy -- one that combines the cloud with cognitive capabilities to drive market disruption. Learn how you can achieve the insight and agility you need to gain a competitive advantage. Industry-acclaimed CTO and cloud expert, Shankar Kalyana presents. Only the most exceptional IBMers are appointed with the rare distinction of IBM Fellow, the highest technical honor in the company. Shankar has also receive...
Business professionals no longer wonder if they'll migrate to the cloud; it's now a matter of when. The cloud environment has proved to be a major force in transitioning to an agile business model that enables quick decisions and fast implementation that solidify customer relationships. And when the cloud is combined with the power of cognitive computing, it drives innovation and transformation that achieves astounding competitive advantage.
Personalization has long been the holy grail of marketing. Simply stated, communicate the most relevant offer to the right person and you will increase sales. To achieve this, you must understand the individual. Consequently, digital marketers developed many ways to gather and leverage customer information to deliver targeted experiences. In his session at @ThingsExpo, Lou Casal, Founder and Principal Consultant at Practicala, discussed how the Internet of Things (IoT) has accelerated our abilit...
In his session at Cloud Expo, Alan Winters, U.S. Head of Business Development at MobiDev, presented a success story of an entrepreneur who has both suffered through and benefited from offshore development across multiple businesses: The smart choice, or how to select the right offshore development partner Warning signs, or how to minimize chances of making the wrong choice Collaboration, or how to establish the most effective work processes Budget control, or how to maximize project result...
To get the most out of their data, successful companies are not focusing on queries and data lakes, they are actively integrating analytics into their operations with a data-first application development approach. Real-time adjustments to improve revenues, reduce costs, or mitigate risk rely on applications that minimize latency on a variety of data sources. In his session at @BigDataExpo, Jack Norris, Senior Vice President, Data and Applications at MapR Technologies, reviewed best practices to ...
Data is the fuel that drives the machine learning algorithmic engines and ultimately provides the business value. In his session at Cloud Expo, Ed Featherston, a director and senior enterprise architect at Collaborative Consulting, discussed the key considerations around quality, volume, timeliness, and pedigree that must be dealt with in order to properly fuel that engine.