Welcome!

Linux Containers Authors: Sematext Blog, Automic Blog, PagerDuty Blog, Elizabeth White, Liz McMillan

Related Topics: @CloudExpo, Java IoT, Linux Containers, @BigDataExpo, SDN Journal, @ThingsExpo

@CloudExpo: Article

Digital Transformation, Innovation, Optimization, and Disruption

Give people the right tools and get out of their way

Imagine for a moment you’re in the woods, trying to climb to the top of a nearby mountain – only you’ve lost your way, and you’re not sure where the mountain is. So you get the bright idea: simply walk uphill until you can’t walk uphill any more. At that point you’ll be at the top of the mountain, right?

The answer, of course, is perhaps, but probably not – and in any case, the strategy of always walking uphill is an unquestionably poor technique for finding your way to the top of a mountain, given the unpredictable nature of the terrain. After all, this strategy will simply take you to the top of a nearby hill. Only if you’re exceptionally lucky will that hill end up being the mountain you’re looking for.

This hill-climbing story illustrates the problem of local optima: any optimization strategy that focuses on improving the current situation may not lead to the best solution. So, how do you find the best solution? Well, it depends. Perhaps you can see the mountain from where you are, but perhaps not. Maybe you simply have to RTFM (read the frickin’ map), assuming you have one, and you can identify your current location. Or perhaps you should set off in a random direction for a random amount of time, see where you end up, and then try going uphill – repeating as often as necessary. Eventually you’re bound to hit upon the mountain, right? Bottom line: there is no straightforward answer.

The reason this Cortex is spending time climbing mountains is because the local optima problem affects most Digital Transformation initiatives, since the majority of such initiatives are centered on some kind of optimization activity: optimize the customer experience, or optimize the integration of Web and mobile, or optimize the organization’s use of social media, etc.

If you set a goal based upon starting where you are today and heading in a direction that will improve the current situation, you will likely reach a local optimum. But it probably won’t be the true optimal strategy, because, of course, some competitor will end up beating you to the top of that mountain – a mountain you may not have even known about until it’s too late.

Nevertheless, managers love optimization strategies, because they lead to positive business outcomes, and positive business outcomes lead to cash bonuses. And after all, labeling such optimizations as Digital Transformations is generally accurate, as you are using digital technologies to change your business somehow. But we’re still missing a big part of the transformation picture: disruption.

Disruptions shake up the status quo in some unpredictable direction, much like the random walk approach to finding the mountain peak. They can help you avoid the problem of local optima, but even so, there’s no telling if they will take you any closer to your goal. The challenge for Digital Transformation initiatives, therefore, is to leverage – or even introduce – disruptions in a way that will actually help you find that highest mountaintop.

But disruptions are inherently unpredictable and risky. External disruptions – sudden changes in the marketplace, geopolitical environment, available technology, etc. can occur at any time, and even internal disruptions, including reorganizations, changing management policies, new management, etc., can lead to unpredictable results. What’s a risk-adverse manager to do?

Intuition tells us that disruptive transformations are potentially much more likely to help us achieve our strategic goals than optimization transformations, even though they appear to be much higher risk. Do we stick to optimizations, comfortable in the business outcomes we can achieve, even though we may miss the mountaintop? Or do we place a bet on a disruptive transformation, even though it feels like a plunge into chaos? Perhaps we have no choice, as an external disruption may force us to take the riskier path. How do we manage our Digital Transformation then?

Enter Complex Systems Theory

Some background: Complex Adaptive Systems are self-organizing systems of systems that exhibit emergent properties, which are properties of the system as a whole that aren’t properties of the component subsystems. The central principle to all of Intellyx’s research is that the enterprise is a complex system consisting of people and technology subsystems, and business agility is an emergent property of the organization as complex system. The challenge of Agile Architecture, therefore, is influencing people and technology in such a way as to achieve business agility, rather than the chaotic behavior that large organizations typically exhibit.

Many natural phenomena can be explained in terms of emergent behavior, from the construction of beehives to the effects of DNA. The analogue in nature we’ll use in this Cortex is the power of natural selection that enables species to adapt to changing environments.

As complex systems consist of component systems and their relationships, we can think of such systems as networks. In the case of evolution, the components are individual creatures in an ecosystem; for us, the components are people and technology systems. Sometimes the connections (or edges, in network-speak) between components are tight, for example, within family groups, or loose, as they might be between different groups. In the case of an enterprise, tight connections between people include hierarchical reporting structures, behaviors that result from formal governance policies, etc., while loose connections would refer to interactions between people in different teams or in different parts of an organization. Similarly, tight connections between technology systems would include traditional integrations between systems, while loose connections indicate interactions between loosely coupled systems that are architected properly for inherent flexibility.

Shifting a system from high connectivity to low connectivity increases evolutionary change. Furthermore, disruptions also lead to increasing rates of evolutionary change, in particular when the system exhibits low connectivity. Such change leads to adaptation to the disruptions in the environment, so combining low connectivity with disruptions leads to periods of rapid innovation and adaptation. However, when a system retains its high connectivity during periods of disruption, that system is less likely to evolve, and thus won’t adapt to the change. Extinction, of course, is the eventual result.

The lessons here for enterprises seeking Digital Transformation are straightforward. In order to foster high levels of innovation that lead to adaptation to both internal and external disruption (in other words, behavior that gets you to the top of the mountain), you must foster an organization with low connectivity and furthermore, give them flexible, loosely coupled technology tools. In such environments, teams have the leeway to self-organize, and their innate creativity will foster innovations that will lead over time to the best solutions. And the role of management in this process? Give people the right tools and get out of their way.

The Adaptive Flexibility Matrix

For our Digital Transformation efforts to be successful at achieving our strategic goals (as opposed to optimizing for short-term business outcomes), we must embrace disruption, loosen the connections between people and take steps to make our technology loosely-coupled and flexible. Such transformation is a tall order to be sure, and many organizations seeking it drop the ball in one way or another, as shown in the chart below.

Adaptive Flexibility in Digital Transformation Initiatives

The chart above maps both technology and people in an organization from less flexible to more flexible. If neither are flexible, of course, then transformation is impossible, and you’re stuck in the lower left corner.

One mistake companies make as they try to get out of this corner is to focus on building or buying more flexible technology, without going through the more difficult cultural and organizational shifts that lead to more flexible people. Such companies move across the bottom of the chart from left to right, and end up with “tone deaf” digital efforts – yes, they may have mobile interfaces and social media, but perhaps their mobile technology isn’t responsive, their social media strategy puts off or angers customers, or they drop the ball on the human side of Digital Transformation in some other way.

Another common mistake is to undergo a digital initiative in the face of inflexible technology: moving from lower left to upper left on the chart. In these organizations the digital team leaves the recalcitrant tech behind, separating the digital efforts from traditional IT – which leads to dangerous pitfalls for any digital effort.

The reason why successful Digital Transformation initiatives are so deceptively difficult is that organizations must change along both axes at once in order to achieve the upper right hand corner, which has all the elements the complex system of the enterprise requires to build innovative, self-organizing teams that can both respond to disruption and leverage it for competitive advantage – in other words, achieve the business agility that drives all true transformation.

The Intellyx Take

If you understand how with the proper initial parameters, complex systems can lead to high levels of adaptive innovation in times of increased disruption, then the argument in this Cortex makes complete sense. However, it is deeply counterintuitive when you place it into the context of traditional management approaches.

Unfortunately, much of the Digital Transformation thought leadership available today comes from management consultants, who spend much of their time advising executives. “Digital maturity requires strong leadership to drive change!” trumpets MIT Sloan Review. “Successful [Digital Transformation] does not happen bottom up. It must be driven from the top!” exclaims Capgemini (exclamation points added, but boldface was all theirs). Such consultants have that perspective, of course, because they have to present a story executives are comfortable with.

In contrast, this Cortex should make traditionally-minded executives (namely, the ones who purchase management consulting) extraordinarily uncomfortable. Stop managing hierarchically. Instead, spin off autonomous, self-organizing teams. Don’t fear disruption. Instead, embrace and drive disruption. Change reporting structures. Move people around. Rethink governance. Revamp HR policies and procedures. Get rid of all the scar tissue in the organization that is getting in the way of innovation. Let people self-organize and let them figure out how to adapt to disruption on their own. The leadership we really need is likely to be quite different than the leadership the consultants are talking about.

To old guard executives, this approach sounds like a recipe for chaos. However, complex systems theory has a whole chapter on chaos as well, and the old guard has it backwards. In fact, chaos describes the status quo at most large enterprises – bureaucracy, empire building, the absence of a single source of truth, inflexible legacy technology, and rigid processes that stifle the best and brightest. Instead, this Agile Architecture approach leads to emergence – business agility in the face of any disruption, self-organization that leads to adaptation and drives innovation. Isn’t that the Digital Transformation you’re really looking for?

Image credit: ThenAndAgain

 

More Stories By Jason Bloomberg

Jason Bloomberg is the leading expert on architecting agility for the enterprise. As president of Intellyx, Mr. Bloomberg brings his years of thought leadership in the areas of Cloud Computing, Enterprise Architecture, and Service-Oriented Architecture to a global clientele of business executives, architects, software vendors, and Cloud service providers looking to achieve technology-enabled business agility across their organizations and for their customers. His latest book, The Agile Architecture Revolution (John Wiley & Sons, 2013), sets the stage for Mr. Bloomberg’s groundbreaking Agile Architecture vision.

Mr. Bloomberg is perhaps best known for his twelve years at ZapThink, where he created and delivered the Licensed ZapThink Architect (LZA) SOA course and associated credential, certifying over 1,700 professionals worldwide. He is one of the original Managing Partners of ZapThink LLC, the leading SOA advisory and analysis firm, which was acquired by Dovel Technologies in 2011. He now runs the successor to the LZA program, the Bloomberg Agile Architecture Course, around the world.

Mr. Bloomberg is a frequent conference speaker and prolific writer. He has published over 500 articles, spoken at over 300 conferences, Webinars, and other events, and has been quoted in the press over 1,400 times as the leading expert on agile approaches to architecture in the enterprise.

Mr. Bloomberg’s previous book, Service Orient or Be Doomed! How Service Orientation Will Change Your Business (John Wiley & Sons, 2006, coauthored with Ron Schmelzer), is recognized as the leading business book on Service Orientation. He also co-authored the books XML and Web Services Unleashed (SAMS Publishing, 2002), and Web Page Scripting Techniques (Hayden Books, 1996).

Prior to ZapThink, Mr. Bloomberg built a diverse background in eBusiness technology management and industry analysis, including serving as a senior analyst in IDC’s eBusiness Advisory group, as well as holding eBusiness management positions at USWeb/CKS (later marchFIRST) and WaveBend Solutions (now Hitachi Consulting).

@ThingsExpo Stories
SYS-CON Events announced today that Cloudistics, an on-premises cloud computing company, has been named “Bronze Sponsor” of SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. Cloudistics delivers a complete public cloud experience with composable on-premises infrastructures to medium and large enterprises. Its software-defined technology natively converges network, storage, compute, virtualization, and management into a ...
SYS-CON Events announced today that Interoute, owner-operator of one of Europe's largest networks and a global cloud services platform, has been named “Bronze Sponsor” of SYS-CON's 20th Cloud Expo, which will take place on June 6-8, 2017 at the Javits Center in New York, New York. Interoute is the owner-operator of one of Europe's largest networks and a global cloud services platform which encompasses 12 data centers, 14 virtual data centers and 31 colocation centers, with connections to 195 add...
There are 66 million network cameras capturing terabytes of data. How did factories in Japan improve physical security at the facilities and improve employee productivity? Edge Computing reduces possible kilobytes of data collected per second to only a few kilobytes of data transmitted to the public cloud every day. Data is aggregated and analyzed close to sensors so only intelligent results need to be transmitted to the cloud. Non-essential data is recycled to optimize storage.
"I think that everyone recognizes that for IoT to really realize its full potential and value that it is about creating ecosystems and marketplaces and that no single vendor is able to support what is required," explained Esmeralda Swartz, VP, Marketing Enterprise and Cloud at Ericsson, in this SYS-CON.tv interview at @ThingsExpo, held June 7-9, 2016, at the Javits Center in New York City, NY.
SYS-CON Events announced today that Outlyer, a monitoring service for DevOps and operations teams, has been named “Bronze Sponsor” of SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. Outlyer is a monitoring service for DevOps and Operations teams running Cloud, SaaS, Microservices and IoT deployments. Designed for today's dynamic environments that need beyond cloud-scale monitoring, we make monitoring effortless so you ...
My team embarked on building a data lake for our sales and marketing data to better understand customer journeys. This required building a hybrid data pipeline to connect our cloud CRM with the new Hadoop Data Lake. One challenge is that IT was not in a position to provide support until we proved value and marketing did not have the experience, so we embarked on the journey ourselves within the product marketing team for our line of business within Progress. In his session at @BigDataExpo, Sum...
Keeping pace with advancements in software delivery processes and tooling is taxing even for the most proficient organizations. Point tools, platforms, open source and the increasing adoption of private and public cloud services requires strong engineering rigor - all in the face of developer demands to use the tools of choice. As Agile has settled in as a mainstream practice, now DevOps has emerged as the next wave to improve software delivery speed and output. To make DevOps work, organization...
DevOps is often described as a combination of technology and culture. Without both, DevOps isn't complete. However, applying the culture to outdated technology is a recipe for disaster; as response times grow and connections between teams are delayed by technology, the culture will die. A Nutanix Enterprise Cloud has many benefits that provide the needed base for a true DevOps paradigm.
What sort of WebRTC based applications can we expect to see over the next year and beyond? One way to predict development trends is to see what sorts of applications startups are building. In his session at @ThingsExpo, Arin Sime, founder of WebRTC.ventures, will discuss the current and likely future trends in WebRTC application development based on real requests for custom applications from real customers, as well as other public sources of information,
China Unicom exhibit at the 19th International Cloud Expo, which took place at the Santa Clara Convention Center in Santa Clara, CA, in November 2016. China United Network Communications Group Co. Ltd ("China Unicom") was officially established in 2009 on the basis of the merger of former China Netcom and former China Unicom. China Unicom mainly operates a full range of telecommunications services including mobile broadband (GSM, WCDMA, LTE FDD, TD-LTE), fixed-line broadband, ICT, data communica...
With the introduction of IoT and Smart Living in every aspect of our lives, one question has become relevant: What are the security implications? To answer this, first we have to look and explore the security models of the technologies that IoT is founded upon. In his session at @ThingsExpo, Nevi Kaja, a Research Engineer at Ford Motor Company, will discuss some of the security challenges of the IoT infrastructure and relate how these aspects impact Smart Living. The material will be delivered i...
Apache Hadoop is emerging as a distributed platform for handling large and fast incoming streams of data. Predictive maintenance, supply chain optimization, and Internet-of-Things analysis are examples where Hadoop provides the scalable storage, processing, and analytics platform to gain meaningful insights from granular data that is typically only valuable from a large-scale, aggregate view. One architecture useful for capturing and analyzing streaming data is the Lambda Architecture, represent...
As organizations realize the scope of the Internet of Things, gaining key insights from Big Data, through the use of advanced analytics, becomes crucial. However, IoT also creates the need for petabyte scale storage of data from millions of devices. A new type of Storage is required which seamlessly integrates robust data analytics with massive scale. These storage systems will act as “smart systems” provide in-place analytics that speed discovery and enable businesses to quickly derive meaningf...
Your homes and cars can be automated and self-serviced. Why can't your storage? From simply asking questions to analyze and troubleshoot your infrastructure, to provisioning storage with snapshots, recovery and replication, your wildest sci-fi dream has come true. In his session at @DevOpsSummit at 20th Cloud Expo, Dan Florea, Director of Product Management at Tintri, will provide a ChatOps demo where you can talk to your storage and manage it from anywhere, through Slack and similar services ...
SYS-CON Events announced today that Ocean9will exhibit at SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. Ocean9 provides cloud services for Backup, Disaster Recovery (DRaaS) and instant Innovation, and redefines enterprise infrastructure with its cloud native subscription offerings for mission critical SAP workloads.
The taxi industry never saw Uber coming. Startups are a threat to incumbents like never before, and a major enabler for startups is that they are instantly “cloud ready.” If innovation moves at the pace of IT, then your company is in trouble. Why? Because your data center will not keep up with frenetic pace AWS, Microsoft and Google are rolling out new capabilities In his session at 20th Cloud Expo, Don Browning, VP of Cloud Architecture at Turner, will posit that disruption is inevitable for c...
SYS-CON Events announced today that SoftLayer, an IBM Company, has been named “Gold Sponsor” of SYS-CON's 18th Cloud Expo, which will take place on June 7-9, 2016, at the Javits Center in New York, New York. SoftLayer, an IBM Company, provides cloud infrastructure as a service from a growing number of data centers and network points of presence around the world. SoftLayer’s customers range from Web startups to global enterprises.
SYS-CON Events announced today that Conference Guru has been named “Media Sponsor” of SYS-CON's 20th International Cloud Expo, which will take place on June 6–8, 2017, at the Javits Center in New York City, NY. A valuable conference experience generates new contacts, sales leads, potential strategic partners and potential investors; helps gather competitive intelligence and even provides inspiration for new products and services. Conference Guru works with conference organizers to pass great dea...
SYS-CON Events announced today that Technologic Systems Inc., an embedded systems solutions company, will exhibit at SYS-CON's @ThingsExpo, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. Technologic Systems is an embedded systems company with headquarters in Fountain Hills, Arizona. They have been in business for 32 years, helping more than 8,000 OEM customers and building over a hundred COTS products that have never been discontinued. Technologic Systems’ pr...
SYS-CON Events announced today that CA Technologies has been named “Platinum Sponsor” of SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY, and the 21st International Cloud Expo®, which will take place October 31-November 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. CA Technologies helps customers succeed in a future where every business – from apparel to energy – is being rewritten by software. From ...