About Corey QuinnOver the course of my career, I’ve worn many different hats in the tech world: systems administrator, systems engineer, director of technical operations, and director of DevOps, to name a few. Today, I’m a cloud economist at The Duckbill Group, the author of the weekly Last Week in AWS newsletter, and the host of two podcasts: Screaming in the Cloud and, you guessed it, AWS Morning Brief, which you’re about to listen to.LinksTrend Micro Cloud One™ChaosSearchTranscriptCorey: This episode is brought to you by Trend Micro Cloud One™. A security services platform for organizations building in the Cloud. I know you're thinking that that's a mouthful because it is, but what's easier to say? “I'm glad we have Trend Micro Cloud One™, a security services platform for organizations building in the Cloud,” or, “Hey, bad news. It's going to be a few more weeks. I kind of forgot about that security thing.” I thought so. Trend Micro Cloud One™ is an automated, flexible all-in-one solution that protects your workflows and containers with cloud-native security. Identify and resolve security issues earlier in the pipeline, and access your cloud environments sooner, with full visibility, so you can get back to what you do best, which is generally building great applications. Discover Trend Micro Cloud One™ a security services platform for organizations building in the Cloud. Whew. At trendmicro.com/screaming.Corey: Welcome to the AWS Morning Brief, what is normally the Whiteboard Confessional slot, but lately, I had such a good time speaking last week with my colleague Pete Cheslock that we're back again today. Say hello, Pete.Pete: Hello.Corey: So, as of the day we are recording this, earlier in the week, the Sumo Logic S-1 has been released, which means that Sumo Logic—motto, “We do logs, too.”—also is going public, which seems to be a bit of a flurry lately of companies deciding to, well, to be uncharitable, inflict themselves on the public markets.Pete: Yeah, it turns out when you take venture capital money, eventually those venture capitalists, they would like to see a return. So, kind of make sense in a little ways, but at the same time, it's just, I guess, another location to raise money.Corey: One of the problems that I've run into across the monitoring space, as these companies go public is—let's ignore the fact that it seems like none of them seem to be making money in a profitable basis. I mean, I haven't looked at the details yet, but Sumo is losing money, correct?Pete: Oh, yeah. Yeah, absolutely. Although let's be really honest, that's not really a dig at Sumo. I mean, they all lose money. [laughs].Corey: And to be fair, they also raised only—quote-unquote, “only”—$340 million while they were private. But there's a strange inflection here around how monitoring companies seem to work in this space. I don't know who sponsors any given episode of this show until after I've already recorded it, so I'm really hoping it's not them, but if it is, our goal is to be authentic. And it seems to me that there's very little differentiation in all of these companies that offer log analysis, for the most part. I mean, ChaosSearch, where you used to work, had something actually innovative in this space where the data lives in S3 and you can query it without having to pay the same extortionate rates that everything else did. But by and large, most of the rest of the players in this space, it seems the differentiator is starting to be marketing. Am I missing something stupendous?Pete: No, I think you're spot on there, and you can normally see it when you look at a company's S-1. So, that S-1 includes a lot of information within there, but some of the key points are—at least that I kind of look at—are some of their financial statements; I'm just curious what their revenue is, what it costs to bring in that revenue, profit and everything else. But these companies, they break out their operating expenditures across things like research and development, sales and marketing, and for a lot of these marketing companies, you'll find their spend in sales and marketing to be just huge. In many ways, their spend is nearly their revenue. And let's not forget you still have engineers and your Amazon bill that you have to pay for as well. So, they seem to be very marketing-centric because it's a knife fight out there in the monitoring space, monitoring and logging. It seems like every day, there’s a new logging and monitoring company popping up with just a different way of doing things.Corey: I get that it's a hard space and these problems are incredibly challenging. The challenge that I run into though is, in many cases, I just want a centralized place where I can effectively look at the logs in real-time as events happen, and start looking for specific patterns with various filters, and that's about it. And it seems like that is a somewhat naive use case—which I get—but then every company out there is chasing Splunk in one form or another. Because Splunk was the first company that really did this right, and they charged the appropriately high ransom in order to make that happen, and then everyone else seemed to go through a generation of, “We’re like Splunk, only not horribly expensive.” And then it became increasingly complex and down this entire path to a point where now, I'm looking at any of these tools and it turns out I need to take a class before I'm able to use them effectively, to learn their own variants of SQL, or how to wind up pointing it at some esoteric data source I'd forgotten.Pete: Yeah, I think—and I've actually had a bunch of conversations with—as you would expect from spending some time at a logging data analytics company—but there's almost like multiple waves of logging that has happened. And Splunk was kind of the first in many ways. They created a revolutionary way of storing data. That was what they built. That was the core technology way earlier than a lot of other people were dealing with this problem. They also focused a lot in the SIM/SIEM—that's security, information, event management. So, they sold in a lot of ways to these security companies. And then you had companies that started to pop up that were in the more of the monitoring space, like the Datadog and the New Relics of the world. Datadog and New Relic were getting the requests, “Well, we want logging, too. Like, we're paying for this.” And so then they started consolidating on logging. And then you had kind of the next generation was like, well, it costs too much money to use these hosted vendors, and the reason it costs so much is because they're using these open source technologies to store this log data, so there's no real innovation there, and this next wave of logging companies that exist out there are all like the, “Well, what if you didn't index your data? What if you just tagged it really, really well?” And that's this third wave we're into now, wher...