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A4. New technologies to better manage edge computing systems - namely OTM. It's not just about the data, but gaining insights of the data, how it's being used, improve security, AI, predictive failure analysis.

A4: Generative AI is an ML method of data collection that we should see a lot more of in the next few years. Models that can learn from themselves and generate new data. Synthetic data is similar and will become increasingly popular when initially training a model.

A4. I think we've jumped on this already, so I guess we see it coming. AR/VR will become common place vs. that "cool thing the kids have". You will have virtual factory tours, virtual product demos, home tours, executive briefings, board meetings all fully immersive.

A4. Home/remote work connectivity, security and management is undergoing a tremendous renaissance due to hybrid work. The user experience and IT services will be indistinguishable between the home and office.

@brucekornfeld What is OTM?

A4. Extent to which low code/no code platforms will proliferate in enterprises. Tech talent shortage will force organizations to adapt (1/3)

@larry_lunetta agreed 100%, amazing what IT has accomplished for their companies and teammates over the past 18 months.

Just how much AI has become a part of our everyday & business lives. From improved chatbots to workplace automation, AI will continue to evolve how we live.

A4. Adapt with democratization of #AppDev with LC/NC platforms as quick-win for business functions, versus waiting for high-demand techies to build solutions for them. (2/3)

A4. Part of a bigger theme “democratization of tech” with the combo of LC/NC & IPA (3/3)

A4. The surprise there will be how subtle that integration will be accomplished + how we’ll adapt to accommodate it. Specialization in AI-driven tech will see a greater demand for certain kinds of jobs, inc. data scientists, analysts, & tech marketers.

A3. I'd like to say "social media", but we're doing this on twitter, so I think I cannot.

@ktcoppins Ha! Social's getting bigger, I'm afraid....

A3. Historical data analysis & insights as a source of value & differentiation. For decades, global supply chains relied on historical data for forecasting & planning. (1/2)

A3 Cloud Storage. Organizations are realizing that sending data from edge to cloud is costly and in many cases technically difficult. Analyze data first, only send to cloud what is absolutely necessary.

A3. With supply chain disruption due to COVID-19, historical data is increasingly unreliable & not trusted source of value now (2/2)

A3: Data collection that is not opt-in and unethical will soon die off as the social responsibility of organizations plays a big role in how they collect and source data.

A3. Cloud-only solutions. Customers are looking for the right mix of edge, datacenter/on prem and cloud-based infrastructure options.

@brucekornfeld So what will replace Cloud Storage? Storage at the edge?

@larry_lunetta 100% agree.

A3. Also virtual meetings & events. Overall fatigue in the past 2 years with all things virtual. A return to office/hybrid return to office format will put ceiling on use & growth of these technologies

@RamChakravarti2 Agreed. Technology needs to be continually updated as historical data is no longer relevant.

Analyze and "thin" the data first so there isn't as much to store. Send some to cloud, store some at the edge.

@RamChakravarti2 You don't think Zoom has changed the world forever? People don't like to fly....

@RamChakravarti2 I agree, but I also think there will be more AR/VR as per the earlier exchange. Hybrid is here to stay, but people are social creatures. Question is, Q1 for back to the event circuit? Q2?

@RamChakravarti2 its true - there really is nothing like a face to face meeting with a whiteboard and being able to "read the room"

@jamesmaguire some things have changed, but there is serious fatigue to the omnipresent virtual setting

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so many colleagues I've talked to are dying to get out of the house (maybe away from their spouses : )

@RamChakravarti2 I 100% agree, but, I'm finding bigger companies are not yet ready to take the risk of putting people on planes - or letting outsiders "in". It remains a challenge.

@ktcoppins I think it's more like Q2 - but agree!

@brucekornfeld Ah, absence makes the heart grow fonder!

A2: Computer Vision and its use with AR/VR will come out shining next year.

@unsolvedmistry Ah, sounds like the #metaverse !

A2. Digital Twins created w/ combo of other tech like #AI, sensor technology, real-time data, Augmented Reality, etc. will find prolific use across industries to predict how products & processes will perform at a fraction of the cost to build out real world prototypes

Companies are realizing the importance of creating virtual experiences after almost two years of the pandemic, whether it’s virtual home tours or robotic grocery delivery.

A2. Should be no surprise coming from me, but Data Centric Security - we've moved past the old vendor line of "it's not if, it's when you'll be breached" to "How OFTEN will I be breached this year" - understanding your data and the relative value of it.

@RamChakravarti2 Interesting Ram. So Digital Twins have come long way in the last few years?

A2 Data thinning at the edge. Way too much data creation happening - it can't all be sent to the cloud or stored at the edge. Analytics is key and refer back to Q1 - GPUs will help here as well.

@unsolvedmistry completely agree, and I think you'll see a BUNCH of it in B2B enterprise.

@jamesmaguire you bet - they are poised to explode in the connectivity era that makes physical to digital connections possible

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A2. Wi Fi 6E which opens up enormous amounts of wireless spectrum for greater performance and density. Reduces cost per connection dramatically and opens up new use cases such as AR/VR.

@RamChakravarti2 Cool. I'll be on the lookout.

@brucekornfeld agree

Edge computing. To take market share from cloud and to a lesser degree, data center, companies will look to tie edge to more ambitious Internet of Things (IoT) deployments, backed by more 5G maturity.

AI. Probably the cloud. Think of where we would be without Zoom and its equivalents. Pretty amazing that we could globally scale to remote work.

A1: AI has many use cases and is often used to support internal IT operations. Our 2021 State of AI report showed that 62% of organizations focused their AI efforts internally. This switch to practical applications shows that organizations are maturing.

@larry_lunetta To be sure, I'd even say #Cloud is the "winner" of the last decade

A1. Ubiquitous #AI, even though we are in the ANI, Artificial Narrow Intelligence era

A1. Yes, but the edge and hybrid cloud are moving fast.

A1. I have two answers - anything "work from home" - including hardware, software, video conferencing, desk chairs (yes - we all got new chairs) - 2, unfortunately, ransomware. Neither are sexy, both made headlines.

A1 I'm going with GPUs. They are having a huge impact on what processing can be done for some new and very exciting use cases. Nvidia has been the biggest winner (obviously) in this space (sorry Intel).

@ktcoppins Ransomware! Ugh, you have a point!

@brucekornfeld Hardware is eating the world! :)

yep! of course all the "fun" is in software - but those 1s and 0s need to run somewhere!

A1. Take that A18H ;)

@larry_lunetta 🤣

@larry_lunetta Data created at the edge is actually growing much faster than cloud

@brucekornfeld @larry_lunetta The edge is eating the cloud, perhaps.

@brucekornfeld A1. Absolutely agree and it will grow even faster with enhanced connectivity options like Wi Fi 6E.

Cloud for the win this year. Migrations continue as late adopters made moves in a larger remote economy.