Jul
17
2019
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AlphaSense, a search engine for analysis and business intel, raises $50M led by Innovation Endeavors

Google and its flagship search portal opened the door to the possibilities of how to build a business empire on the back of organising and navigating the world’s information, as found on the internet. Now, a startup that’s built a search engine tailored to the needs of enterprises and their own quests for information has raised a round of funding to see if it can do the same for the B2B world.

AlphaSense, which provides a way for companies to quickly amass market intelligence around specific trends, industries and more to help them make business decisions, has closed a $50 million round of funding, a Series B that it’s planning to use to continue enhancing its product and expanding to more verticals.

The company counts some 1,000 clients on its books, with a heavy emphasis on investment banks and related financial services companies. That’s in part because of how the company got its start: Finnish co-founder and CEO Jaakko (Jack) Kokko had been an analyst at Morgan Stanley in a past life and understood the labor and time pain points of doing market research, and decided to build a platform to help shorten a good part of the information-gathering process.

“My experience as an analyst on Wall Street showed me just how fragmented information really was,” he said in an interview, citing as one example how complex sites like those of the FDA are not easy to navigate to look for new information and updates — the kind of thing that a computer would be much more adept at monitoring and flagging. “Even with the best tools and services, it still was really hard to manually get the work done, in part because of market volatility and the many factors that cause it. We can now do that with orders of magnitude more efficiency. Firms can now gather information in minutes that would have taken an hour. AlphaSense does the work of the best single analyst, or even a team of them.”

(Indeed, the “alpha” of AlphaSense appears to be a reference to finance: it’s a term that refers to the ability of a trader or portfolio manager to beat the typical market return.)

The lead investor in this round is very notable and says something about the company’s ambitions. It’s Innovation Endeavors, the VC firm backed by Eric Schmidt, who had been the CEO of none other than Google (the pace-setter and pioneer of the search-as-business model) for a decade, and then stayed on as chairman and ultimately board member of Google and then Alphabet (its later holding company) until just last June.

Schmidt presided over Google at what you could argue was its most important time, gaining speed and scale and transitioning from an academic idea into a full-fledged, huge public business whose flagship product has now entered the lexicon as a verb and (through search and other services like Android and YouTube) is a mainstay of how the vast majority of the world uses the web today. As such, he is good at spotting opportunities and gaps in the market, and while enterprise-based needs will never be as prominent as those of mass-market consumers, they can be just as lucrative.

“Information is the currency of business today, but data is overwhelming and fragmented, making it difficult for business professionals to find the right insights to drive key business decisions,” he said in a statement. “We were impressed by the way AlphaSense solves this with its AI and search technology, allowing businesses to proceed with the confidence that they have the right information driving their strategy.”

This brings the total raised by AlphaSense to $90 million, with other investors in this round including Soros Fund Management LLC and other unnamed existing investors. Previous backers had included Tom Glocer (the former Reuters CEO who himself is working on his own fintech startup, a security firm called BlueVoyant), the MassChallenge incubator, Tribeca Venture Partners and others. Kokko said AlphaSense is not disclosing its valuation at this point. (I’m guessing though that it’s definitely on the up.)

There have been others that have worked to try to tackle the idea of providing more targeted, and business-focused, search portals, from the likes of Wolfram Alpha (another alpha!) through to Lexis Nexis and others like Bloomberg’s terminals, FactSet, Business Quant and many more.

One interesting aspect of AlphaSense is how it’s both focused on pulling in requests as well as set up to push information to its users based on previous search parameters. Currently these are set up to only provide information, but over time, there is a clear opportunity to build services to let the engines take on some of the actions based on that information, such as adjusting asking prices for sales and other transactions.

“There are all kinds of things we could do,” said Kokko. “This is a massive untapped opportunity. But we’re not taking the human out of the loop, ever. Humans are the right ones to be making final decisions, and we’re just about helping them make those faster.”

Dec
13
2018
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They scaled YouTube — now they’ll shard everyone with PlanetScale

When the former CTOs of YouTube, Facebook and Dropbox seed fund a database startup, you know there’s something special going on under the hood. Jiten Vaidya and Sugu Sougoumarane saved YouTube from a scalability nightmare by inventing and open-sourcing Vitess, a brilliant relational data storage system. But in the decade since working there, the pair have been inundated with requests from tech companies desperate for help building the operational scaffolding needed to actually integrate Vitess.

So today the pair are revealing their new startup PlanetScale that makes it easy to build multi-cloud databases that handle enormous amounts of information without locking customers into Amazon, Google or Microsoft’s infrastructure. Battle-tested at YouTube, the technology could allow startups to fret less about their backend and focus more on their unique value proposition. “Now they don’t have to reinvent the wheel” Vaidya tells me. “A lot of companies facing this scaling problem end up solving it badly in-house and now there’s a way to solve that problem by using us to help.”

PlanetScale quietly raised a $3 million seed round in April, led by SignalFire and joined by a who’s who of engineering luminaries. They include YouTube co-founder and CTO Steve Chen, Quora CEO and former Facebook CTO Adam D’Angelo, former Dropbox CTO Aditya Agarwal, PayPal and Affirm co-founder Max Levchin, MuleSoft co-founder and CTO Ross Mason, Google director of engineering Parisa Tabriz and Facebook’s first female engineer and South Park Commons founder Ruchi Sanghvi. If anyone could foresee the need for Vitess implementation services, it’s these leaders, who’ve dealt with scaling headaches at tech’s top companies.

But how can a scrappy startup challenge the tech juggernauts for cloud supremacy? First, by actually working with them. The PlanetScale beta that’s now launching lets companies spin up Vitess clusters on its database-as-a-service, their own through a licensing deal, or on AWS with Google Cloud and Microsoft Azure coming shortly. Once these integrations with the tech giants are established, PlanetScale clients can use it as an interface for a multi-cloud setup where they could keep their data master copies on AWS US-West with replicas on Google Cloud in Ireland and elsewhere. That protects companies from becoming dependent on one provider and then getting stuck with price hikes or service problems.

PlanetScale also promises to uphold the principles that undergirded Vitess. “It’s our value that we will keep everything in the query pack completely open source so none of our customers ever have to worry about lock-in” Vaidya says.

PlanetScale co-founders (from left): Jiten Vaidya and Sugu Sougoumarane

Battle-tested, YouTube-approved

He and Sougoumarane met 25 years ago while at Indian Institute of Technology Bombay. Back in 1993 they worked at pioneering database company Informix together before it flamed out. Sougoumarane was eventually hired by Elon Musk as an early engineer for X.com before it got acquired by PayPal, and then left for YouTube. Vaidya was working at Google and the pair were reunited when it bought YouTube and Sougoumarane pulled him on to the team.

“YouTube was growing really quickly and the relationship database they were using with MySQL was sort of falling apart at the seams,” Vaidya recalls. Adding more CPU and memory to the database infra wasn’t cutting it, so the team created Vitess. The horizontal scaling sharding middleware for MySQL let users segment their database to reduce memory usage while still being able to rapidly run operations. YouTube has smoothly ridden that infrastructure to 1.8 billion users ever since.

“Sugu and Mike Solomon invented and made Vitess open source right from the beginning since 2010 because they knew the scaling problem wasn’t just for YouTube, and they’ll be at other companies five or 10 years later trying to solve the same problem,” Vaidya explains. That proved true, and now top apps like Square and HubSpot run entirely on Vitess, with Slack now 30 percent onboard.

Vaidya left YouTube in 2012 and became the lead engineer at Endorse, which got acquired by Dropbox, where he worked for four years. But in the meantime, the engineering community strayed toward MongoDB-style non-relational databases, which Vaidya considers inferior. He sees indexing issues and says that if the system hiccups during an operation, data can become inconsistent — a big problem for banking and commerce apps. “We think horizontally scaled relationship databases are more elegant and are something enterprises really need.

Database legends reunite

Fed up with the engineering heresy, a year ago Vaidya committed to creating PlanetScale. It’s composed of four core offerings: professional training in Vitess, on-demand support for open-source Vitess users, Vitess database-as-a-service on PlanetScale’s servers and software licensing for clients that want to run Vitess on premises or through other cloud providers. It lets companies re-shard their databases on the fly to relocate user data to comply with regulations like GDPR, safely migrate from other systems without major codebase changes, make on-demand changes and run on Kubernetes.

The PlanetScale team

PlanetScale’s customers now include Indonesian e-commerce giant Bukalapak, and it’s helping Booking.com, GitHub and New Relic migrate to open-source Vitess. Growth is suddenly ramping up due to inbound inquiries. Last month around when Square Cash became the No. 1 app, its engineering team published a blog post extolling the virtues of Vitess. Now everyone’s seeking help with Vitess sharding, and PlanetScale is waiting with open arms. “Jiten and Sugu are legends and know firsthand what companies require to be successful in this booming data landscape,” says Ilya Kirnos, founding partner and CTO of SignalFire.

The big cloud providers are trying to adapt to the relational database trend, with Google’s Cloud Spanner and Cloud SQL, and Amazon’s AWS SQL and AWS Aurora. Their huge networks and marketing war chests could pose a threat. But Vaidya insists that while it might be easy to get data into these systems, it can be a pain to get it out. PlanetScale is designed to give them freedom of optionality through its multi-cloud functionality so their eggs aren’t all in one basket.

Finding product market fit is tough enough. Trying to suddenly scale a popular app while also dealing with all the other challenges of growing a company can drive founders crazy. But if it’s good enough for YouTube, startups can trust PlanetScale to make databases one less thing they have to worry about.

Jul
28
2018
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Blogs ‘n’ YouTube

Hey folks, I thought I'd share some interesting travel-related blogs and YouTube channels that I follow:

Blogs

totesmboats.blogspot.com

Ester has decided to live on a houseboat on Lake Union, Seattle. Follow her journey.

rootlessroutes.com

Follow Eli, who in her 50's decided to take to the road on an endless road trip with her cat, and she hasn't looked back. Such a great adventure and awesome photography too.

toeuropeandbeyond.com

Another great travel blog, lots of Europe and elsewhere.

You Tube Channels

vagabrothers

Two brothers travelling the world. Great video quality as well as tons of advice about what to see and travel tips. They've even started making VR movies.

Wolters World

Quick travel advice for countries and cities all over the world. I watch every video but alas, they're nearly all just talking heads with a few travel scenes thrown in. But the advice is solid.

Sailing SV Delos

Absolutely hands down the best sailing video channel ever! A bunch of fun folks circumnavigating the world over the last 7-8 years on a 53' Amel Super Maramu 2000. Go back to Episode 1 (and we're up to like 188 now) and watch them in order to see the evolution of the adventure and the crew. The early videos were primitive but stick with it because now they are some of the best videographers in the business – totally pro-broadcast quality.

Sailing Yacht Ruby Rose

Nick and Terysa sail a 38' Southerner monohull, and have travelled from Europe, across the Atlantic to the Caribbean, and are now heading to Bermuda and back across the Atlantic to Europe. Lots of fun and travel videography, and as a Brit, I like Nick, since he's English and curses a lot. ?

Gone with the Wynns

Jason and Nikki are great adventurers. They started off touring the USA and Canada in an RV, and those videos are very informative if you're considering the RV nomadic lifestyle. A couple of years ago they bought a Leopard catamaran in Florida, learned to sail it (!) and meandered through the Bahamas, down to Panama and Equador, and now plan to cross the Pacific. Great, fun travel videos (it's not all sailing!) with their 2 cats.

Sailing La Vagabonde

Riley and Elayna are an Australian Couple who've been on a round the world sail for years. Currently they're sailing a Outremer catamaran, having gone around the Mediterranean and across the Atlantic to the Caribbean, but they started on a 45' Beneteau monohull. For the best experience, go back to Episode 1 and watch them all in order.

 

Jun
26
2017
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Facebook, Microsoft, YouTube and Twitter form Global Internet Forum to Counter Terrorism

 Today Facebook, Microsoft, YouTube and Twitter collectively announced a new partnership aimed at reducing the accessibility of internet services to terrorists. The new Global Internet Forum to Counter Terrorism adds structure to existing efforts by the companies to target and remove recruiting materials for terror groups from major web platforms. Together, the four tech leaders say they… Read More

Sep
22
2016
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Percona Live Europe featured talk with Anthony Yeh — Launching Vitess: How to run YouTube’s MySQL sharding engine

Percona Live Europe featured talk

Percona Live Europe featured talkWelcome to another Percona Live Europe featured talk with Percona Live Europe 2016: Amsterdam speakers! In this series of blogs, we’ll highlight some of the speakers that will be at this year’s conference. We’ll also discuss the technologies and outlooks of the speakers themselves. Make sure to read to the end to get a special Percona Live Europe registration bonus!

In this Percona Live Europe featured talk, we’ll meet Anthony Yeh, Software Engineer, Google. His talk will be on Launching Vitess: How to run YouTube’s MySQL sharding engine. Vitess is YouTube’s solution for scaling MySQL horizontally through sharding, built as a general-purpose, open-source project. Now that Vitess 2.0 has reached general availability, they’re moving beyond “getting started” guides and working with users to develop and document best practices for launching Vitess in their own production environments.

I had a chance to speak with Anthony and learn a bit more about Vitess:

Percona: Give me a brief history of yourself: how you got into database development, where you work, what you love about it.

Anthony: Before joining YouTube as a software engineer, I worked on photonic integrated circuits as a graduate student researcher at U.C. Berkeley. So I guess you could say I took a rather circuitous path to the database field. My co-presenter Dan and I have that in common. If you see him at the conference, I recommend asking him about his story.

I don’t actually think of myself as being in database development though; that’s probably more Sugu‘s area. I treat Vitess as just another distributed system, and my job is to make it more automated, more reliable, and easier to administer. My favorite part of this job is when open-source contributors send us new features and plug-ins, and all I have to do is review them. Keep those pull requests coming!

Percona: Your talk is going to be on “Launching Vitess: How to run YouTube’s MySQL sharding engine.” How has Vitess moved from a YouTube fix to a viable enterprise data solution?

Anthony: I joined Vitess a little over two years ago, right when they decided to expand the team’s focus to include external usability as a key goal. The idea was to transform Vitess from a piece of YouTube infrastructure that happens to be open-source, into an open-source solution that YouTube happens to use.

At first, the biggest challenge was getting people to tell us what they needed to make Vitess work well in their environments. Attending Percona Live is a great way to keep a pulse on how the industry uses MySQL, and talk with exactly the people who can give us that feedback. Progress really picked up early this year when companies like Flipkart and Pixel Federation started not only trying out Vitess on their systems, but contributing back features, plug-ins, and connectors.

My half of the talk will summarize all the things we’ve learned from these early adopters about migrating to Vitess and running it in various environments. We also convinced one of our Site Reliability Engineers to give the second half of the talk, to share firsthand what it’s like to run Vitess in production.

Percona: What new features and fixes can people look forward to in the latest release?

Anthony: The biggest new feature in Vitess 2.0 is something that was codenamed “V3” (sorry about the naming confusion). In a nutshell, this completes the transition of all sharding logic from the app into Vitess: at first you had to give us a shard name, then you just had to tell us the sharding key value. Now you just send a regular query and we do the rest.

To make this possible, Vitess has to parse and analyze the query, for which it then builds a distributed execution plan. For queries served by a single shard, the plan collapses to a simple routing decision without extra processing. But for things like cross-shard joins, Vitess will generate new queries and combine results from multiple shards for you, in much the same way your app would otherwise do it.

Percona: Why is sharding beneficial to databases? Are there pros and cons to sharding?

Anthony: The main pro for sharding is horizontal scalability, the holy grail of distributed databases. It offers the promise of a magical knob that you simply turn up when you need more capacity. The biggest cons have usually been that it’s a lot of work to make your app handle sharding, and it multiplies the operational overhead as you add more and more database servers.

The goal of Vitess is to create a generalized solution to these problems, so we can all stop building one-off sharding layers within our apps, and replace a sea of management scripts with a holistic, self-healing distributed database.

Percona: Vitess is billed as being for web applications based in cloud and dedicated hardware infrastructures. Was it designed specifically for one or the other, and does it work better for certain environments?

Anthony: Vitess started out on dedicated YouTube hardware and later moved into Borg, which is Google’s internal precursor to Kubernetes. So we know from experience that it works in both types of environments. But like any distributed system, there are lots of benefits to running Vitess under some kind of cluster orchestration system. We provide sample configs to get you started on Kubernetes, but we would love to also have examples for other orchestration platforms like Mesos, Swarm, or Nomad, and we’d welcome contributions in this area.

Percona: What are you most looking forward to at Percona Live Data Performance Conference 2016?

Anthony: I hope to meet people who have ideas about how to make Vitess better, and I look forward to learning more about how others are solving similar problems.

You can read more about Anthony and Vitess on the Vitess blog.

Want to find out more about Anthony, Vitess, YouTube and and sharding? Register for Percona Live Europe 2016, and come see his talk Launching Vitess: How to run YouTube’s MySQL sharding engine.

Use the code FeaturedTalk and receive €25 off the current registration price!

Percona Live Europe 2016: Amsterdam is the premier event for the diverse and active open source database community. The conferences have a technical focus with an emphasis on the core topics of MySQL, MongoDB, and other open source databases. Percona live tackles subjects such as analytics, architecture and design, security, operations, scalability and performance. It also provides in-depth discussions for your high-availability, IoT, cloud, big data and other changing business needs. This conference is an opportunity to network with peers and technology professionals by bringing together accomplished DBA’s, system architects and developers from around the world to share their knowledge and experience. All of these people help you learn how to tackle your open source database challenges in a whole new way.

This conference has something for everyone!

Percona Live Europe 2016: Amsterdam is October 3-5 at the Mövenpick Hotel Amsterdam City Centre.

Amsterdam eWeek

Percona Live Europe 2016 is part of Amsterdam eWeek. Amsterdam eWeek provides a platform for national and international companies that focus on online marketing, media and technology and for business managers and entrepreneurs who use them, whether it comes to retail, healthcare, finance, game industry or media. Check it out!

Oct
22
2015
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Google Says It Will Not De-List Entire Sites For Copyright Violations

2856173673_27b7e5e521_o In an open letter to the Office and Management and Budget’s Intellectual Property Enforcement Coordinator, Google announced today that it opposes the practice of removing entire sites from search results.
Google’s letter is in response to a public solicitation by Daniel H. Marti, the United States Intellectual Property Enforcement Coordinator. In early September, the United… Read More

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