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The Hyperion-insideHPC Interviews: Steve Conway on the necessary of AI Ethics and Why ‘Hardware Is easy, application Is complicated’ | C2010-658 PDF Questions and boot camp

Steve Conway of business analyst company Hyperion analysis is a type of technologists with the rare skill for speakme advanced technology in a straightforward, understandable way. in this interview, he uses that skill to survey the history of HPC and examine what’s forward for the trade.  In his view, the simultaneous convergences of HPC in the commercial enterprise, together with HPC and AI, offer super opportunities for the industry – however simplest if AI ethics is addressed significantly. He also talks in regards to the upward push in device rate tags while cost per FLOPS drops, the rise of “indigenous expertise movements” in China, Japan and Europe, and the starting to be demands on software as HPC shifts to a extra cloud-like workflow view.

during this replace…. From the HPC user forum guidance Committee

by means of Jean Sorensen and Thomas Gerard

After the international pandemic compelled Hyperion research to cancel the April 2020 HPC person discussion board deliberate for Princeton, New Jersey, they determined to reach out to the HPC neighborhood in yet another approach — via publishing a collection of interviews with participants of the HPC consumer forum steering Committee. Their hope is that these seasoned leaders’ perspectives on HPC’s previous, existing and future might be unique and a good idea to others. To habits the interviews, Hyperion research engaged insideHPC Media. They welcome comments and questions addressed to Steve Conway, sconway@hyperionres.com or Earl Joseph, ejoseph@hyperionres.com.

This interview is with Steve Conway, senior marketing consultant for HPC market dynamics at Hyperion research. He produces opinion items, reports and reports on the worldwide HPC market, notably in the areas of AI and high efficiency information evaluation, cloud computing, part computing and the IoT.

Steve works carefully with executive agencies, business and academia, and the seller group in North the united states, Europe and Asia. He was vp of investor relations and corporate communications for Cray and had administration roles at SGI and CompuServe. past, Steve had a 12-yr career in university educating and administration at Boston college and Harvard college.

A former Senior Fulbright Fellow, he holds bachelor’s and grasp’s degrees in German from Columbia university and a master’s in comparative literature from Brandeis tuition, where he also completed doctoral coursework and checks.

He was interviewed by way of Dan Olds, HPC and massive information advisor at Orionx.net.

The HPC consumer discussion board become established in 1999 to promote the health of the world HPC business and tackle issues of normal problem to users. more than 75 HPC user discussion board meetings were held within the Americas, Europe and the Asia-Pacific location considering that the organization's founding in 2000.

Dan Olds: Dan Olds right here on behalf of Hyperion research and insideHPC. We’re going to have an interview with Steve Conway, who has had a storied career in HPC. So, how did you get concerned with HPC within the first vicinity?

Steve Conway: My work in school and grad school become in literature, but I labored with computer systems plenty, beginning with a night job as a gadget operator for an IBM 360 computer at an coverage business. At a later job, i used to be a gadget administrator for a mini-computer multi-person gadget, so i was always attracted to computers.

Olds: And, yet, you were taking literature classes?

Conway: sure, I majored in literature and minored in physics, so i used to be drawn to science, too. Then, I had a consulting job where Cray research became one in every of my very vital valued clientele. So, I obtained panic with HPC when Cray employed me and i wound up as head of communications and investor relations for the enterprise.

Olds: Ah, ok. What form of consulting projects had been you doing with Cray again within the day?

Conway: earlier than I joined Cray as an worker, it changed into every thing from worker surveys to speaking to all of their investors and monetary analysts and trade analysts to work out how americans saw the enterprise in order that the company, which changed into in fact becoming fast at that element, might determine a way to steer neatly through this boom.

Olds: And doing, doubtless, fairly a little bit of training, too, as a result of computer systems and supercomputers weren’t that well standard returned then, had been they?

Conway: from time to time I crucial to be an evangelist for HPC in an outward course, but at the identical time i was being educated by means of others within the enterprise and within the HPC group.

Olds: So, what did you do after Cray?

Conway: neatly, Cray bought sold to SGI and when that took place, because of the position i used to be in, i used to be coping with investor members of the family and all these things, the person in that job leaves. So, I knew I needed to go away and that i went into early web corporations as an exec with a corporation referred to as CompuServe, after which i was a consultant to AOL in its heyday.

after which Cray grew to be impartial within SGI for ages, then independent completely, and i agreed to rejoin to assist with the restart, chiefly assisting the CEO to entice and retain relationships with investors.

Olds: I be aware those days. i was a part of that transition from Cray to SGI, however I’m part of the piece that went to solar.

Conway: I remember that. I worked very heavily with all the individuals in Beaverton (Oregon) at Superservers, which become officially known as the Cray business Division. That division turned into offered to sun and the gadget morphed into the E10000 that was an enormous success for sun. It become without problems the quickest company computing device on earth then.

Olds: So, how did you get into the industry analyst online game?

Conway: When Cray started up once more I had my very own consulting company, so i used to be sort of operating as an analyst and i instructed the new Cray that i would work there for two years and that i labored there, to the day, precisely, for two years and then got employed by way of IDC as an business analyst. IDC spun off its HPC crew in 2017 and they grew to become Hyperion analysis.

Olds: You know at IDC and, of path, at Hyperion, you guys truly have set the typical for what HPC market evaluation and trend analysis should still be.

Conway: neatly, you recognize, there have been a number of us, a few of us went on to different issues. both Addison Snell and Chris Willard were colleagues and in reality helped grow the HPC company at IDC earlier than they went off on their personal. There are other americans who are no longer with us however are doing a fine job for the HPC community.

Olds: but it’s somewhat a company and methodology that you just’ve built there. Over your years, what have been some of the greatest adjustments that you simply’ve considered in HPC?

Conway: smartly, I believe the greatest alternate is the growth of the dimension of this market. In what some people bear in mind as the “golden period” of supercomputing, up throughout the early 90’s, when the rivals have been Cray, IBM, Fujitsu, Hitachi, and NEC, the whole market with everything thrown in (hardware, utility, servers, help, every thing) become price about $2 billion global. In 2019, it became $28 billion, and we’re forecasting it’s going to head to $forty three billion by using 2024, not counting maybe an extra $7 or so billion in cloud utilization and never reflecting the impact of the virus epidemic. So, this can be a $50 or 51 billion market in a couple years. So, that’s one large change.

a different massive alternate is the methods themselves. They used to be these proprietary monoliths. They’ve develop into lots greater modular, requisites-based and heterogeneous, and that’s allowed the market to democratize and extend. with out that, I don’t believe it will have very nearly as much. It’s also advanced from sort of a niche, government-managed market to a a lot more mature stage where it is a commercial market pushed by commercial market forces and, for the significant majority of people, that’s a great element. Legacy stuff all the time gets left behind however, even for govt, that’s a a good deal healthier issue. The different component is the sizes of the systems have gotten so massive and the expenditures as smartly. It was once that $30 million purchased you the largest supercomputer you may perhaps purchase. That new Fugaku gadget, that’s #1 on the exact 500, that simply got here out is one thousand million-dollar contract all instructed.

Olds: smartly, and it’s likely going to can charge greater than $30 million just to power the component, or it’s going to be a large quantity.

Conway: I believe the other huge component that’s happening here is that finally, after lots of work by using lots of individuals, governments world wide have recognized that HPC is not only for science however it’s vital for financial competitiveness. That cognizance is what has allowed all these massive sums to be made purchasable for exascale techniques. even so, it’s also ended in the disruption of the market – the indigenous technology actions in China, Japan and Europe – as a result of if it’s so strategic the countries don’t want to be reliant on overseas carriers, so there’s this large push to develop indigenous provide chains and applied sciences. in the brief time period, that’s disruptive; in the future, if it goes appropriate, then there should be greater competitors and choice in the market.

Olds: exactly, and also you additionally examine, and i think you alluded to this, HPC leaving the lab and going into the business data middle as well.

Conway: completely. That began very slowly about 10 years in the past and it really, basically picked up momentum. They song lots of of companies which have adopted HPC for the first time. there's a vital distinction here – they are not speakme about the car and aerospace groups that are bringing HPC into HPC facts centers for upstream R&D. this is for reside, downstream, company operations like sales, advertising, HR, that kind of component. They’re adopting HPC as a result of enterprise server expertise by using itself can’t do it anymore in these big international businesses. The commercial enterprise server expertise stays there in the records center but HPC receives integrated into it at very key decision facets the place very speedy responses are necessary to very advanced questions.

Olds: large quantity of information, very brief execution time as a result of they're making decisions off of it in true time, well-nigh. So, it's terribly crucial to have the efficiency.

Conway: sure, a lot of groups they talk with used to produce studies from all their branches everywhere as soon as a month. Now they should do it 5 or 6 times a day to stay aggressive.

Olds: Yeah, it’s outstanding. You know what can be unique? It’s form of spurred me from of your past remarks: if somebody ever computed out what the cost-to-the-consumer per flop has executed on account that, say, 1980 to now.

Conway: I believe we, at the least, used to do this. I don’t comprehend if we’ve completed it precisely lately, but we've the capacity to do that without difficulty.

Olds: as a result of even with a $1 billion gadget the cost of performance per unit have to be method, method down. I imply, it need to be shedding exponentially over the years, i might consider.

Conway: it's. part of that, of route, is the adoption of general applied sciences for lots of what happens in HPC. in order that reduces the rate, it expands the market as a result of everyone can use the stuff and the programming is a similar. but now that’s variety of changing as a result of, as you be aware of, the market is now becoming, in a good way, plenty extra heterogenous with the applied sciences, however additionally the problems that it’s tackling have become more heterogeneous. And we’re seeing the architectures, after a couple of a long time where things became more and more compute-intensive but now not so exceptional for statistics, we're seeing the newer architectures come out that are designed to help records-intensive work a great deal more efficiently as neatly.

Olds: So, that’s a good springboard to their subsequent question: the place do you see HPC getting into the following couple of

years?

Conway: neatly, it’s already going there. It’s pushing into AI or AI is pushing into it. I’d say commercial enterprise is pushing into HPC, on the degree of the gigantic world organizations, anyway. There’s quantum computing. There’s additionally the dance between on-premises and cloud computing that’s occurring. All of these boundaries are starting to soften down. It’s sort of like, “resistance is futile.” You truly don’t need to face up to what’s inevitable, even though there’s always some of that. but the workflows that these programs have to address, the spectrum of kinds of work is growing totally and that’s challenging from a device design standpoint, challenging from a programming standpoint, however that’s the place it’s going, adore it or not.

Olds: I also see greater, I agree with, heterogeneity in methods with different forms of accelerators, radically diverse types of accelerators in some circumstances, distinctive designs. It was a big surprise to me to peer that Fugaku changed into all CPUs. No accelerators. but then I may likely reveal you a list of fifty or 60 corporations, large and small, which are putting collectively their personal accelerators.

Conway: well, HPC is shifting to a workflow view which is more cloud-like. It’s now not the equal as cloud microservices, however’s greater cloud-like. So what we’re seeing is architectures that are being designed to help, let’s say, an on-premise workflow that may should move through 20 distinctive very lightweight containers. each and every certainly one of them has to very at once collect distinct hardware, application, and even storage elements. A workflow might move through 20 of those in a really brief duration of time.

So, feel about what they have all the time spoke of in HPC, and type of suggest this jokingly, “hardware is convenient, utility is complicated.” So, the application continues to be probably the most challenging a part of HPC.

Olds: yes. So, what has you, if the rest, concerned concerning the future of HPC?

Conway: Two issues: one, that this indigenous circulate all over the world might get to be too nationalistic or regionalistic and collaboration could suffer because of this. I don’t think on the way to happen, however within the brief time period I suppose there could be some of that. The different part that’s of direction concerning and principally because I’ve been focusing a great deal on AI is what Stephen Hawking expressed very neatly – that this could go in two other ways. That this could be a really, very decent element or it generally is a not very decent thing. I’m panic that the ethical facet of AI and all the leisure of that should not addressed sufficiently, that the momentum of the market will overtake those considerations. That may well be a protracted-time period problem.

Olds: That may well be a extremely huge problem. And it’s complicated to claim how that issue is stopped once it gets going.

Conway: I think there had been some very first rate examples. Germany, in 2016, got here out with the primary countrywide legislation for governing automated automobiles. They spent two years on that and that they had spiritual people and ethicists involved. Who is aware of how it’ll work in practice? They don’t have absolutely automatic vehicles yet, but that’s type of the way to go. I feel China looked at what Germany did and is sort of headed in that direction. but we’ll see.

Olds: So, ultimate query: what has you most enthusiastic about HPC in the future?

Conway: What at all times has had me the most excited, and it’s no longer the techniques – they’re equipment like hammers and screwdrivers. It’s what occurs when this apparatus receives into the hands of probably the most world’s brightest, most artistic individuals: scientists, engineers, information-analysts, and so on. That’s all the time the part that has excited me most. I’m paid to take into account something in regards to the methods, however what’s enjoyable is in reality what individuals do with them.

Olds: unbelievable. smartly, thank you so a great deal for the time Steve, this has been a fascinating study HPC and your roots and where you suppose things are going. thanks.

Conway: thank you, Dan. and that i also need to supply a big shout-out to my chum and former colleague rich Brueckner.

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