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Real-time database platform SingleStore raises $80M more, now at a $940M valuation
Organizations are swimming in data these days, and so solutions to help manage and use that data in more efficient ways will continue to see a lot of attention and business. In the latest development, SingleStore — which provides a platform to enterprises to help them integrate, monitor and query their data as a single entity, regardless of whether that data is stored in multiple repositories — is announcing another $80 million in funding, money that it will be using to continue investing in its platform, hiring more talent and overall business expansion. Sources close to the company tell us that the company’s valuation has grown to $940 million.
The round, a Series F, is being led by Insight Partners, with new investor Hewlett Packard Enterprise, and previous backers Khosla Ventures, Dell Technologies Capital, Rev IV, Glynn Capital and GV (formerly Google Ventures) also participating. The startup has to date raised $264 million, including most recently an $80 million Series E last December, just on the heels of rebranding from MemSQL.
The fact that there are three major strategic investors in this Series F — HPE, Dell and Google — may say something about the traction that SingleStore is seeing, but so too do its numbers: 300%+ increase in new customer acquisition for its cloud service and 150%+ year-over-year growth in cloud.
Raj Verma, SingleStore’s CEO, said in an interview that its cloud revenues have grown by 150% year over year and now account for some 40% of all revenues (up from 10% a year ago). New customer numbers, meanwhile, have grown by over 300%.
“The flywheel is now turning around,” Verma said. “We didn’t need this money. We’ve barely touched our Series E. But I think there has been a general sentiment among our board and management that we are now ready for the prime time. We think SingleStore is one of the best-kept secrets in the database market. Now we want to aggressively be an option for people looking for a platform for intensive data applications or if they want to consolidate databases to one from three, five or seven repositories. We are where the world is going: real-time insights.”
With database management and the need for more efficient and cost-effective tools to manage that becoming an ever-growing priority — one that definitely got a fillip in the last 18 months with COVID-19 pushing people into more remote working environments. That means SingleStore is not without competitors, with others in the same space, including Amazon, Microsoft, Snowflake, PostgreSQL, MySQL, Redis and more. Others like Firebolt are tackling the challenges of handing large, disparate data repositories from another angle. (Some of these, I should point out, are also partners: SingleStore works with data stored on AWS, Microsoft Azure, Google Cloud Platform and Red Hat, and Verma describes those who do compute work as “not database companies; they are using their database capabilities for consumption for cloud compute.”)
But the company has carved a place for itself with enterprises and has thousands now on its books, including GE, IEX Cloud, Go Guardian, Palo Alto Networks, EOG Resources and SiriusXM + Pandora.
“SingleStore’s first-of-a-kind cloud database is unmatched in speed, scale, and simplicity by anything in the market,” said Lonne Jaffe, managing director at Insight Partners, in a statement. “SingleStore’s differentiated technology allows customers to unify real-time transactions and analytics in a single database.” Vinod Khosla from Khosla Ventures added that “SingleStore is able to reduce data sprawl, run anywhere, and run faster with a single database, replacing legacy databases with the modern cloud.”
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Supabase raises $6M for its open-source Firebase alternative
Supabase, a YC-incubated startup that offers developers an open-source alternative to Google’s Firebase and similar platforms, today announced that it has raised a $6 million funding round led by Coatue, with participation from YC, Mozilla and a group of about 20 angel investors.
Currently, Supabase includes support for PostgreSQL databases and authentication tools, with a storage and serverless solution coming soon. It currently provides all the usual tools for working with databases — and listening to database changes — as well as a web-based UI for managing them. The team is quick to note that while the comparison with Google’s Firebase is inevitable, it is not meant to be a 1-to-1 replacement for it. And unlike Firebase, which uses a NoSQL database, Supabase is using PostgreSQL.
Indeed, the team relies heavily on existing open-source projects and contributes to them where it can. One of Supabase’s full-time employees maintains the PostgREST tool for building APIs on top of the database, for example.
“We’re not trying to build another system,” Supabase co-founder and CEO Paul Copplestone told me. “We just believe that already there are well-trusted, scalable enterprise open-source products out there and they just don’t have this usability component. So actually right now, Supabase is an amalgamation of six tools, soon to be seven. Some of them we built ourselves. If we go to market and can’t find anything that we think is going to be scalable — or really solve the problems — then we’ll build it and we’ll open-source it. But otherwise, we’ll use existing tools.”
Image Credits: Supabase
The traditional route to market for open-source tools is to create a tool and then launch a hosted version — maybe with some additional features — to monetize the work. Supabase took a slightly different route and launched a hosted version right away.
If somebody would want to host the service themselves, the code is available, but running your own PaaS is obviously a major challenge, but that’s also why the team went with this approach. What you get with Firebase, he noted, is that it’s a few clicks to set everything up. Supabase wanted to be able to offer the same kind of experience. “That’s one thing that self-hosting just cannot offer,” he said. “You can’t really get the same wow factor that you can if we offered a hosted platform where you literally [have] one click and then a couple of minutes later, you’ve got everything set up.”
In addition, he also noted that he wanted to make sure the company could support the growing stable of tools it was building and commercializing its tools based on its database services was the easiest way to do so.
Like other Y Combinator startups, Supabase closed its funding round after the accelerator’s demo day in August. The team had considered doing a SAFE round, but it found the right group of institutional investors that offered founder-friendly terms to go ahead with this institutional round instead.
“It’s going to cost us a lot to compete with the generous free tier that Firebase offers,” Copplestone said. “And it’s databases, right? So it’s not like you can just keep them stateless and shut them down if you’re not really using them. [This funding round] gives us a long, generous runway and more importantly, for the developers who come in and build on top of us, [they can] take as long as they want and then start monetizing later on themselves.“
The company plans to use the new funding to continue to invest in its various tools and hire to support its growth.
“Supabase’s value proposition of building in a weekend and scaling so quickly hit home immediately,” said Caryn Marooney, general partner at Coatue and Facebook’s former VP of Global Communications. “We are proud to work with this team, and we are excited by their laser focus on developers and their commitment to speed and reliability.”
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Google acquires Actifio to step into the area of data management and business continuity
In the same week that Amazon is holding its big AWS confab, Google is also announcing a move to raise its own enterprise game with Google Cloud. Today the company announced that it is acquiring Actifio, a data management company that helps companies with data continuity to be better prepared in the event of a security breach or other need for disaster recovery. The deal squares Google up as a competitor against the likes of Rubrik, another big player in data continuity.
The terms of the deal were not disclosed in the announcement; we’re looking and will update as we learn more. Notably, when the company was valued at over $1 billion in a funding round back in 2014, it had said it was preparing for an IPO (which never happened). PitchBook data estimated its value at $1.3 billion in 2018, but earlier this year it appeared to be raising money at about a 60% discount to its recent valuation, according to data provided to us by Prime Unicorn Index.
The company was also involved in a patent infringement suit against Rubrik, which it also filed earlier this year.
It had raised around $461 million, with investors including Andreessen Horowitz, TCV, Tiger, 83 North, and more.
With Actifio, Google is moving into what is one of the key investment areas for enterprises in recent years. The growth of increasingly sophisticated security breaches, coupled with stronger data protection regulation, has given a new priority to the task of holding and using business data more responsibly, and business continuity is a cornerstone of that.
Google describes the startup as as a “leader in backup and disaster recovery” providing virtual copies of data that can be managed and updated for storage, testing, and more. The fact that it covers data in a number of environments — including SAP HANA, Oracle, Microsoft SQL Server, PostgreSQL, and MySQL, virtual machines (VMs) in VMware, Hyper-V, physical servers, and of course Google Compute Engine — means that it also gives Google a strong play to work with companies in hybrid and multi-vendor environments rather than just all-Google shops.
“We know that customers have many options when it comes to cloud solutions, including backup and DR, and the acquisition of Actifio will help us to better serve enterprises as they deploy and manage business-critical workloads, including in hybrid scenarios,” writes Brad Calder, VP, engineering, in the blog post. :In addition, we are committed to supporting our backup and DR technology and channel partner ecosystem, providing customers with a variety of options so they can choose the solution that best fits their needs.”
The company will join Google Cloud.
“We’re excited to join Google Cloud and build on the success we’ve had as partners over the past four years,” said Ash Ashutosh, CEO at Actifio, in a statement. “Backup and recovery is essential to enterprise cloud adoption and, together with Google Cloud, we are well-positioned to serve the needs of data-driven customers across industries.”
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Hasura launches managed cloud service for its open-source GraphQL API platform
Hasura is an open-source engine that can connect to PostgreSQL databases and microservices across hybrid- and multi-cloud environments and then automatically build a GraphQL API backend for them, making it easier for developers to then build their own data-driven applications on top of this unified API . For a while now, the San Francisco-based startup has offered a paid version (Hasura Pro) with enterprise-ready reliability and security tools, in addition to its free open-source version. Today, the company launched Hasura Cloud, which takes the existing Pro version, adds a number of cloud-specific features like dynamic caching, auto-scaling and consumption-based pricing, and brings those together in a fully managed service.
Image Credits: Hasura
At its core, Hasura’s service promises businesses the ability to bring together data from their various siloed databases and allow their developers to extract value from them through its GraphQL APIs. While GraphQL is still relatively new, the Facebook-incubated technology has quickly become extremely popular among many development teams.
Before founding the company and launching it in 2018, Hasura CEO and co-founder Tanmai Gopal worked for a consulting firm — and like with so many founders, that’s where he got the inspiration for the service.
“One of the key things that we noticed was that in the entire landscape, computing is becoming better, there are better frameworks, it is easier to deploy code, databases are becoming better and they kind of work everywhere,” he said. “But this kind of piece in the middle that is still a bottleneck and that there isn’t really a good solution for is this data access piece.” Almost by default, most companies host data in various SaaS services and databases — and now they were trying to figure out how to develop apps based on this for both internal and external consumers, noted Gopal. “This data distribution problem was this bottleneck where everybody would just spend massive amounts of time and money. And we invented a way of kind of automating that,” he explained.
The choice of GraphQL was also pretty straightforward, especially because GraphQL services are an easy way for developers to consume data (even though, as Gopal noted, it’s not always fun to build the GraphQL service itself). One thing that’s unusual and worth noting about the core Hasura engine itself is that it is written in Haskell, which is a rather unusual choice.
Image Credits: Hasura
The team tells me that Hasura is now nearing 50 million downloads for its free version and the company is seeing large and small users from across various industries relying on its products, which is probably no surprise, given that the company is trying to solve a pretty universal problem around data access and consumption.
Over the last few quarters, the team worked on launching its cloud service. “We’ve been thinking of the cloud in a very different way,” Gopal said. “It’s not your usual, take the open-source solution and host it, like a MongoDB Atlas or Confluent. What we’ve done is we’ve said, we’re going to re-engineer the open-source solution to be entirely multi-tenant and be completely pay-per pricing.”
Given this philosophy, it’s no surprise that Hasura’s pricing is purely based on how much data a user moves through the service. “It’s much closer to our value proposition,” Hasura co-founder and COO Rajoshi Ghosh said. “The value proposition is about data access. The big part of it is the fact that you’re getting this data from your databases. But the very interesting part is that this data can actually come from anywhere. This data could be in your third-party services, part of your data could be living in Stripe and it could be living in Salesforce, and it could be living in other services. […] We’re the data access infrastructure in that sense. And this pricing also — from a mental model perspective — makes it much clearer that that’s the value that we’re adding.”
Now, there are obviously plenty of other data-centric API services on the market, but Gopal argues that Hasura has an advantage because of its advanced caching for dynamic data, for example.
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Microsoft launches Azure Synapse Link to help enterprises get faster insights from their data
At its Build developer conference, Microsoft today announced Azure Synapse Link, a new enterprise service that allows businesses to analyze their data faster and more efficiently, using an approach that’s generally called “hybrid transaction/analytical processing” (HTAP). That’s a mouthful; it essentially enables enterprises to use the same database system for analytical and transactional workloads on a single system. Traditionally, enterprises had to make some trade-offs between either building a single system for both that was often highly over-provisioned or maintain separate systems for transactional and analytics workloads.
Last year, at its Ignite conference, Microsoft announced Azure Synapse Analytics, an analytics service that combines analytics and data warehousing to create what the company calls “the next evolution of Azure SQL Data Warehouse.” Synapse Analytics brings together data from Microsoft’s services and those from its partners and makes it easier to analyze.
“One of the key things, as we work with our customers on their digital transformation journey, there is an aspect of being data-driven, of being insights-driven as a culture, and a key part of that really is that once you decide there is some amount of information or insights that you need, how quickly are you able to get to that? For us, time to insight and a secondary element, which is the cost it takes, the effort it takes to build these pipelines and maintain them with an end-to-end analytics solution, was a key metric we have been observing for multiple years from our largest enterprise customers,” said Rohan Kumar, Microsoft’s corporate VP for Azure Data.
Synapse Link takes the work Microsoft did on Synaps Analytics a step further by removing the barriers between Azure’s operational databases and Synapse Analytics, so enterprises can immediately get value from the data in those databases without going through a data warehouse first.
“What we are announcing with Synapse Link is the next major step in the same vision that we had around reducing the time to insight,” explained Kumar. “And in this particular case, a long-standing barrier that exists today between operational databases and analytics systems is these complex ETL (extract, transform, load) pipelines that need to be set up just so you can do basic operational reporting or where, in a very transactionally consistent way, you need to move data from your operational system to the analytics system, because you don’t want to impact the performance of the operational system in any way because that’s typically dealing with, depending on the system, millions of transactions per second.”
ETL pipelines, Kumar argued, are typically expensive and hard to build and maintain, yet enterprises are now building new apps — and maybe even line of business mobile apps — where any action that consumers take and that is registered in the operational database is immediately available for predictive analytics, for example.
From the user perspective, enabling this only takes a single click to link the two, while it removes the need for managing additional data pipelines or database resources. That, Kumar said, was always the main goal for Synapse Link. “With a single click, you should be able to enable real-time analytics on your operational data in ways that don’t have any impact on your operational systems, so you’re not using the compute part of your operational system to do the query, you actually have to transform the data into a columnar format, which is more adaptable for analytics, and that’s really what we achieved with Synapse Link.”
Because traditional HTAP systems on-premises typically share their compute resources with the operational database, those systems never quite took off, Kumar argued. In the cloud, with Synapse Link, though, that impact doesn’t exist because you’re dealing with two separate systems. Now, once a transaction gets committed to the operational database, the Synapse Link system transforms the data into a columnar format that is more optimized for the analytics system — and it does so in real time.
For now, Synapse Link is only available in conjunction with Microsoft’s Cosmos DB database. As Kumar told me, that’s because that’s where the company saw the highest demand for this kind of service, but you can expect the company to add support for available in Azure SQL, Azure Database for PostgreSQL and Azure Database for MySQL in the future.
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Microsoft acquires Citus Data
Microsoft today announced that it has acquired Citus Data, a company that focused on making PostgreSQL databases faster and more scalable. Citus’ open-source PostgreSQL extension essentially turns the application into a distributed database and, while there has been a lot of hype around the NoSQL movement and document stores, relational databases — and especially PostgreSQL — are still a growing market, in part because of tools from companies like Citus that overcome some of their earlier limitations.
Unsurprisingly, Microsoft plans to work with the Citus Data team to “accelerate the delivery of key, enterprise-ready features from Azure to PostgreSQL and enable critical PostgreSQL workloads to run on Azure with confidence.” The Citus co-founders echo this in their own statement, noting that “as part of Microsoft, we will stay focused on building an amazing database on top of PostgreSQL that gives our users the game-changing scale, performance, and resilience they need. We will continue to drive innovation in this space.”
PostgreSQL is obviously an open-source tool, and while the fact that Microsoft is now a major open-source contributor doesn’t come as a surprise anymore, it’s worth noting that the company stresses that it will continue to work with the PostgreSQL community. In an email, a Microsoft spokesperson also noted that “the acquisition is a proof point in the company’s commitment to open source and accelerating Azure PostgreSQL performance and scale.”
Current Citus customers include the likes of real-time analytics service Chartbeat, email security service Agari and PushOwl, though the company notes that it also counts a number of Fortune 100 companies among its users (they tend to stay anonymous). The company offers both a database as a service, an on-premises enterprise version and the free open-source edition. For the time being, it seems like that’s not changing, though over time I would suspect that Microsoft will transition users of the hosted service to Azure.
The price of the acquisition was not disclosed. Citus Data, which was founded in 2010 and graduated from the Y Combinator program, previously raised more than $13 million from the likes of Khosla Ventures, SV Angel and Data Collective.
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Google Cloud expands its bet on managed database services
Google announced a number of updates to its cloud-based database services today. For the most part, we’re not talking about any groundbreaking new products here, but all of these updates address specific pain points that enterprises suffer when they move to the cloud.
As Google Director of Product Management Dominic Preuss told me ahead of today’s announcements, Google long saw itself as a thought leader in the database space. For the longest time, though, that thought leadership was all about things like the Bigtable paper and didn’t really manifest itself in the form of products. Projects like the globally distributed Cloud Spanner database are now allowing Google Cloud to put its stamp on this market.
Preuss also noted that many of Google’s enterprise users often start with lifting and shifting their existing workloads to the cloud. Once they have done that, though, they are also looking to launch new applications in the cloud — and at that point, they typically want managed services that free them from having to do the grunt work of managing their own infrastructure.
Today’s announcements mostly fit into this mold of offering enterprises the kind of managed database services they are asking for.
The first of these is the beta launch of Cloud Memorystore for Redis, a fully managed in-memory data store for users who need in-memory caching for capacity buffering and similar use cases.
Google is also launching a new feature for Cloud Bigtable, the company’s NoSQL database service for big data workloads. Bigtable now features regional replication (or at least it will, once this has rolled out to all users within the next week or so). The general idea here is to give enterprises that previously used Cassandra for their on-premises workloads an alternative in the Google Cloud portfolio, and these cross-zone replications increase the availability and durability of the data they store in the service.
With this update, Google is also making Cloud SQL for PostgreSQL generally available with a 99.95 percent SLA, and it’s adding commit timestamps to Cloud Spanner.
What’s next for Google’s database portfolio? Unsurprisingly, Preuss wouldn’t say, but he did note that the company wants to help enterprises move as many of their workloads to the cloud as they can — and for the most part, that means managed services.
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Citus Data Update Gives True Real-Time Analytics
Sometimes necessity truly is the mother of invention, and such was the case recently with Citus Data, the company that helps you extend Postgres SQL and run analytics across massive amounts of data in near real-time. The “near” part was the problem, because while Postgres SQL had the real-time capability, CitusDB, the Citus Data product, did not. This was gap they wanted to… Read More
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