Stripe is powering its user-facing Black Friday Machine with real-time data from ApachePinot 🚀 They built an actual, physical machine showing a real-time report of transactional metrics. Take a look yourself to see Stripe's metric: bfcm.stripe.com

Last two days at #awsreinvent, here we come 🚀 We have had a great time at AWS re:Invent in Las Vegas so far. If you haven't done so yet, be sure to swing by booth #1956 in the Data AI/ML Pavilion 👋

Join us for an in-person meet-up in Gurgaon, India, and learn about Real-Time Analytics with @ApachePinot. Besides enjoying pizza and drinks, we'll deep dive into how @zomato and @letsblinkit are utilizing Pinot. Sign up here and join us on Feb. 4th: stree.ai/3XMEtMM

We are kicking off Hackathon centered around anomaly detection next week! This is a great opportunity to learn new skills and grow your network while solving fun and educational problems in the space of monitoring business metrics. More information: stree.ai/3XS1VI9

After over 600 people gathered virtually in 2022, we're excited to be taking things in-person with the Real-Time Analytics Summit 2023 in San Francisco. Registration is now open and you can save $150 on your ticket being an early-bird: stree.ai/3CEvrZZ

Some members of the @ApachePinot and StarTree community are going above and beyond in their efforts to contribute. We want to make sure they get the love they deserve, so we created the All-Star program. Meet The StarTree All-Star Class of 2023 ⭐: stree.ai/3ZnHzZb

Get a head start on your @ApachePinot journey by utilizing free virtual learning opportunities. One is coming your way this Thursday (1/12), as @markhneedham will talk about different ingestions and indexing strategies in Pinot. Sign up here: stree.ai/3Qsu3PC

We're excited to be hosting a hackathon that is focused on challenges related to anomaly detection in business metrics monitoring in industries like eCommerce, Fintech, IT, and HealthTech. Get ready to grow your network and your skill set. Sign up here: stree.ai/3WZLTMm

The deduplication feature of @ApachePinot 0.11 avoids sacrificing speed or increasing storage costs when using upsert for deduplication. Plus it is easier to use! @markhneedham's blog walks you through applying the feature on your tables: stree.ai/3Zp984g

Join @dunithd and @markhneedham for a deep dive on how to build your own real-time analytics application on top of a streaming data source like @redpandadata. Data will be ingested into @ApachePinot and dashboards created in @streamlit. Sign up now: stree.ai/3Z8fe97

On April 24-26, the real-time analytics community is gathering to discuss harnessing actionable insights from real-time data. Establish yourself as a leader in the space by sharing your real-time analytics journey at #RTASummit. CFP closes Jan. 8th: stree.ai/3Ze7d2u

Together with the SFO Java User Group, we're bringing you a virtual event introducing StarTree Apps. These ready-to-run applications showcase the Apache Pinot™ ecosystem. @davidgsIoT and @PieterHumphrey will walk you through them. Happening Jan. 11th: stree.ai/3YMGQR0

2023 is filled with @ApachePinot and StarTree Meetups of all kinds. Whether it is virtual or in person, introductory or in-depth - subscribe to our Meetup Google Calendar to stay up to date with everything that is happening: stree.ai/3FJpbAR

Our good friend @PaaSDev (Dev. Advocate, @streamnativeio) wrote a great article on how to create a real-time weather dashboard using @ApachePinot, @apache_pulsar, @apachenifi, and @apachesuperset: stree.ai/3BM8of7

We built a @DeltaLakeOSS connector for @ApachePinot so that you can start ingesting from your data lake. Read the blog by @markhneedham and Saurabh Dubey to find out how to access and use this new feature: stree.ai/3v51nm5

Call for papers for #RTASummit 2023 is open! 📃 The real-time analytics category is defined by a community of people building things for diverse use cases using new technology. We would love for you to share your knowledge. Submit your talk until Jan. 8: stree.ai/3Y8HwzF

Introduction to @ApachePinot and @apachekafka for our Brazilian community 🇧🇷 Join @luansql and Mateus Henrique Cândido de Oliveira in talking about Streaming and Analytics in real-case scenarios. Happening virtually on Thursday, 12/08, 7 PM BRT: stree.ai/3FtFDGq

With @streamnativeio, we're bringing you an in-person meetup about streaming data with @ApachePinot, @apache_pulsar, @ApacheFlink, and @apachenifi. The agenda includes talks from @PaaSDev, @ValarieRegas + Q&A, and networking sessions. Join us in NYC: stree.ai/3irlFmD

A new feature for your @ApachePinot toolbox 🛠️ - pausing and resuming real-time ingestion of a data stream. @markhneedham's latest blog is a quick read, walking you through the functionality of this extremely useful feature: stree.ai/3ugbFiB

Use the timestamp index in @ApachePinot 0.11.0 to improve your query speed by almost 5x when dealing with TIMESTAMP data. How? Just give @markhneedham's latest blog post a read and find out: stree.ai/3ViHgMe

Almost 1700 registrations showed that interest in a real-time industry event like the #RTASummit exists - that's why we'll be back. On April 25-26, 2023, we'll be meeting in person in San Francisco to take things to the next level. CFP is now open: stree.ai/3ErAhdb

Many thanks to @CRN for including us in this year's "The ten coolest Cloud Computing Startup Companies in 2022" list. Take a look at the list and learn why they choose to include StarTree: stree.ai/3XeLfv7

Sunnyvale, November 17th: 60 Members of the @ApachePinot community came together to learn about real-time analytics @Uber. Thanks to the fantastic speakers from @Uber, @Alluxio, StarTree, and everybody who attended. More meetups to come soon!

The release of @ApachePinot 0.11 brought us the INSERT INTO clause, which makes ingesting batch data into Pinot as easy as writing a SQL query. @markhneedham created a blog to walk you through the feature and save you a lot of time for future ingestions: stree.ai/3OhPsKi

We’re officially part of the #IntelDistrubtorProgram, which is an opportunity for us to optimize StarTree Cloud on @Intel hardware and software platforms to deliver the best performance for Real-Time Analytics workloads. Try StarTree Cloud for free: stree.ai/3OihchO

If you missed any of the talks from our virtual Real-Time Analytics Summits or just want to rewatch your favorites, you can head over to YouTube where they all live on demand:#RTASummit youtube.com/@startree

It's a wrap 🎬 @tlberglund ended #RTASummit a few minutes ago and made sure to leave on a high note: The next Real-Time Analytics Summit will be held in person in San Francisco on April 25-26, 2023. You can already sign up to receive more information: rtasummit.com

Our last talk of the day is coming from @redpandadata developer advocate @dunithd. He is talking about the challenges of building real-time user-facing dashboards with @ApachePinot #RTASummit

Here is an excellent example of doing a migration from a legacy system of record to a real-time query path with @ApachePinot using the strangler pattern. From Johan Adami at @stripe. #RTASummit

"Your data now scales with the dimension cardinality. If you're one of the users that has an order of magnitude more data, that's okay." Johan Adami on how @ApachePinot indexing scales real-time performance @Stripe. #RTASummit

"We can consume many thousands of events per second but there is still a challenge. The challenge becomes the number of hops. @ApachePinot has a concept called 'exactly once ingestion' which is very important for our users." Johan Adami on how @Stripe uses Pinot #RTASummit

"Since we have a lot of internal users at @Uber coming up with new use cases, we need to be reliable so that we do not become the bottleneck for the business. We leverage @ApachePinot concepts like resource isolation to make this happen." @hungryankit #RTASummit

"The freight team at @Uber came up with new use cases to educate carriers with on-the-job performance metrics. We helped them build a carrier scorecard app. @ApachePinot powers this at very low latency." @UTulshigiri #RTASummit

"Real-time customer feedback at @Uber lets you respond to the customers in real-time." @UTulshigiri explains the power of real-time provided by @ApachePinot to maximize value. #RTASummit

And we are back! @UTulshigiri and @hungryankit are talking about how @ApachePinot is used at @Uber to handle 200 million+ queries a day. Join us to find out more:#RTASummit rtasummit2.com

Time for a little break to visit our sponsor's expo booths! At 11:30 AM PST, we will be back with @UTulshigiri and @hungryankit from @uber. If you missed an earlier talk: All sessions are available on YouTube within 15min after they finish on stream: youtube.com/@startree

Reasons why StarTree Data Manager is the simplest way to use @ApachePinot: The data modeling component is a game-changing feature which infers everything about your data and makes useful suggestions. @timsants @opanitch #RTASummit

Currently, we have our very own @timsants and @opanitch talking about the StarTree Data Manager for getting your @ApachePinot data faster. #RTASummit

"You should start to think about communication between your applications using streams. The standard microservice rules apply. Owners of a service (a stream) are the interface between other teams to consume." @esammer @Decodableco #RTASummit

Here @esammer digs deep into how @Decodableco handles change data capture at scale. "At @Decodableco we use the @debezium envelope format for change streams." #RTASummit

"Real-time analytics is fundamentally about powering applications with the data behind the business." This is what @tlberglund leaves us with. @karinwolok is now hosting the RTA Challenge. Come say hi:#ApachePinot #RTASummit rtasummit2.com

"When you look around... When people say 'Modern Data Stack'... We see this. But the landscape is always changing. Change is not the problem. The problem is not seeing through it." @tlberglund #RTASummit

"When data suddenly got big, we needed a new data infrastructure to solve problems. Enter @hadoop. ETL became ELT (extract, load, and transform afterwards)" @tlberglund #RTASummit

"Modern is a medieval word. We're always thinking about what we're building next. Concentrating on the modern data stack has caused us to lose focus." @tlberglund during his keynote at#RTASummit rtasummit2.com

What does the world look like for an organization after they've solved the data mesh problem? This diagram shows what the possibilities look like. Excellent talk from @zhamakd and now on to @tlberglund and his keynote on the modern data stack. #RTASummit

"These pipeline models are full of friction when going from data to value. The reality of existing data architectures is one of confused languages in an organization, slowing people down from delivering value." @zhamakd #RTASummit

To begin with, we have @zhamakd taking the virtual stage to talk about the concepts of data mesh! "Data management at scale has plateaued in the ratio of value to cost.#rtasummit #rtasummit2 #realtimeanalytics #startree rtasummit2.com

3...2...1... and we are live 🔴 @tlberglund just kicked off #RTASummit2. We'll keep you updated with some highlight tweets, but nothing beats being there in person:#rtasummit #rtasummit2 #realtimeanalytics #startree rtasummit2.com

Lights💡... Camera 🎥... Action! @karinwolok and @tlberglund are set up to take the virtual stage at 9 AM PST, launching #RTASummit2. You can still join us for this learning and networking event, delivered in cinematic video quality. See you in a few: rtasummit2.com

Raffle Alert 🚨 #RTASummit2 is coming to you in cinematic quality, but we don't want the experience to stop there. Tag 3 friends/colleagues under this post to win movie tickets for all of you, and tune in for the summit on Tuesday to find out if you won: stree.ai/3NSZ6TF