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Andrey Satarin

@asatarin.bsky.social
569 followers 147 following 39 posts

Staff SRE at Google. Distributed systems / databases / reliability / correctness. Views my own. Repost / like is not an endorsement. asatarin.github.io

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Reposted by Andrey Satarin
Antithesis @antithesis.com · 27/07/2026
antithesis.com/blog/2026/fi...
antithesis.com
Finding bugs in Raft implementations | Antithesis
Why formal verification is not enough to maintain consensus in real systems
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Antithesis @antithesis.com · 27/07/2026
We've been testing Raft implementations, and have found bugs in every implementation we've tested. Here's an in-depth report on one set of issues.
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Andrey Satarin @asatarin.bsky.social · 20/11/2025
Great recent find “Epic: The Musical”., based on The Odyssey. Gods, monsters, magic, love, death, betrayal, revenge, drama. It has It all. **So quotable**. music.youtube.com/playlist?lis...
music.youtube.com
EPIC (FULL Official Concept Album)
Full Official Concept Album of EPIC with all songs in order! :D
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Reposted by Andrey Satarin
TigerBeetle @tigerbeetle.com · 18/08/2025
#SD25 online continues today! Join Kyle Kingsbury for Jepsen 18: Serializable Mom How three unconventional systems ensure--or violate--key safety properties 10am PT / 1pm ET / 7pm CET www.youtube.com/watch?v=dpTx... @jepsen.mastodon.jepsen.io.ap.brid.gy
youtube.com
Jepsen 18: Serializable Mom by Kyle Kingsbury
YouTube video by TigerBeetle
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Hillel @hillelwayne.com · 20/06/2025
------- "Jepsen 18: Serializable Mom", Kyle Kingsbury/@aphyr.com , #sd25 Engineers are tasked with building towers of abstraction, building everything higher and higher above the towering tire fire that is databases. "I professionally set those tires on fire".
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Hillel @hillelwayne.com · 20/06/2025
It's day two of Systems Distributed, hosted by @tigerbeetle.com! I'll be liveskeeting all of the talks, except mine (at 11 AM). Since the venue is a film museum, they're setting up special posters for each talk. #sd25
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Hillel @hillelwayne.com · 19/06/2025
Greetings from #sd25! It's a two-day single-track conference hosted by @tigerbeetle.com. I'll be aiming to liveskeet as many of the talks as I can. Super excited to be here! systemsdistributed.com
systemsdistributed.com
Systems Distributed '25
A conference to teach systems programming and thinking, and how to apply these ideas. All the way across the stack. From systems languages and compilers, to databases and distributed systems.
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Jepsen @jepsen.mastodon.jepsen.io.ap.brid.gy · 06/06/2025
A new #Jepsen report! We worked with TigerBeetle to find seven crashes, elevated latencies during single-node failures, and requests which were retried forever in version 0.16.11. We found only two safety issues: missing results for queries with multiple predicates, and incorrect timestamps in a […]
mastodon.jepsen.io
Original post on mastodon.jepsen.io
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Jepsen @jepsen.mastodon.jepsen.io.ap.brid.gy · 29/04/2025
A small issue in Amazon RDS for PostgreSQL: at the "Repeatable Read” isolation level, which in PostgreSQL normally means Snapshot Isolation, Amazon RDS for PostgreSQL clusters appear to exhibit Long Fork. We observed this behavior in healthy clusters, in versions ranging from 13.15 to 17.4 […]
mastodon.jepsen.io
Original post on mastodon.jepsen.io
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Reposted by Andrey Satarin
HYTRADBOI @hytradboi.bsky.social · 01/03/2025
All the videos are up at www.hytradboi.com/2025#program now.
hytradboi.com
HYTRADBOI 2025
HYTRADBOI is a fun online conference about databases, programming languages, and everything in between.
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Andrey Satarin @asatarin.bsky.social · 13/01/2025
"Correctness at Feldera" talks about various correctness techniques, including: - machine proof of the underlying DBSP algorithm - differential testing of the implementation www.feldera.com/blog/correctness-at…
feldera.com
Correctness at Feldera
In this blog post, we briefly describe our efforts and development processes that ensure Feldera's engine is correct.
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Andy Pavlo @andypavlo.bsky.social · 01/01/2025
Buckle up because we're banging into the new year with my annual retrospective of the last year in databases! Highlights include license change blowback, Databricks vs. Snowflake gangwar, @duckdb.org's shotgun weddings, and buying a quarterback to impress your lover: www.cs.cmu.edu/~pavlo/blog/...
cs.cmu.edu
Databases in 2024: A Year in Review
Andy rises from the ashes of his dead startup and discusses what happened in 2024 in the database game.
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Andrey Satarin @asatarin.bsky.social · 12/12/2024
Curated list of materials on testing SQL database engines is public now github.com/asatarin/tes...
github.com
GitHub - asatarin/testing-sql-databases: Curated list of materials on testing SQL database engines
Curated list of materials on testing SQL database engines - asatarin/testing-sql-databases
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Andrey Satarin @asatarin.bsky.social · 12/12/2024
This is a sample from a list "testing-sql-databases" I have. It's more drafty, most likely missing a ton from big tech, startups and academia alike and not published.
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Andrey Satarin @asatarin.bsky.social · 12/12/2024
Good old Microsoft published some work: - "Deploying a Steered Query Optimizer in Production at Microsoft" dl.acm.org/doi/abs/10.1... - This great talk "The Cascades Framework for Query Optimization at Microsoft" touches on correctness youtu.be/pQe1LQJiXN0
dl.acm.org
Deploying a Steered Query Optimizer in Production at Microsoft | Proceedings of the 2022 International Conference on Management of Data
You will be notified whenever a record that you have chosen has been cited.
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Andrey Satarin @asatarin.bsky.social · 12/12/2024
Work on correctness of optimizers from Greenplum - "Automatic capture of minimal, portable, and executable bug repros using AMPERe" dl.acm.org/doi/10.1145/... - "Testing the accuracy of query optimizers" dl.acm.org/doi/10.1145/...
dl.acm.org
Automatic capture of minimal, portable, and executable bug repros using AMPERe | Proceedings of the Fifth International Workshop on Testing Database Systems
You will be notified whenever a record that you have chosen has been cited.
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Andrey Satarin @asatarin.bsky.social · 12/12/2024
Similar work from Databricks: - "SparkFuzz: searching correctness regressions in modern query engines" dl.acm.org/doi/abs/10.1... - "Correctness and Performance of Apache Spark SQL" youtu.be/fddBOZxdUKI
dl.acm.org
SparkFuzz | Proceedings of the workshop on Testing Database Systems
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Andrey Satarin @asatarin.bsky.social · 12/12/2024
You already mentioned "Snowtrail: Testing with Production Queries on a Cloud Database" from Snowflake dl.acm.org/doi/10.1145/...
dl.acm.org
Snowtrail | Proceedings of the Workshop on Testing Database Systems
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Andrey Satarin @asatarin.bsky.social · 12/12/2024
More correctness work from MongoDB, not yet on my list "Verifying Transactional Consistency of MongoDB" arxiv.org/abs/2111.14946
arxiv.org
Verifying Transactional Consistency of MongoDB
MongoDB is a popular general-purpose, document-oriented, distributed NoSQL database. It supports transactions in three different deployments: single-document transactions utilizing the WiredTiger stor...
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Reposted by Andrey Satarin
Andrey Satarin @asatarin.bsky.social · 12/12/2024
MongoDB team did great work on performance: - "Creating a Virtuous Cycle in Performance Testing at MongoDB" dl.acm.org/doi/10.1145/... - "The Use of Change Point Detection ..." dl.acm.org/doi/abs/10.1... - "Fair Benchmarking Considered Difficult" mytherin.github.io/papers/2018-...
dl.acm.org
Creating a Virtuous Cycle in Performance Testing at MongoDB | Proceedings of the ACM/SPEC International Conference on Performance Engineering
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Andrey Satarin @asatarin.bsky.social · 12/12/2024
To counter balance your argument some big tech work on correctness of (SQL) database in a thread below. Spanner has incredibly sophisticated random generated checks internally, this just scratches the surface: - "Randomized Testing of Cloud Spanner" medium.com/@jcorbett_26...
medium.com
Randomized Testing of Cloud Spanner
One of the secrets behind Cloud Spanner quality is randomized testing. SQL databases like Cloud Spanner have complex APIs. Complete unit…
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Andrey Satarin @asatarin.bsky.social · 12/12/2024
Get your point, but to be fair, this list is not targeting correctness of databases (SQL or otherwise). It almost entirely excludes anything single node or targeting single threaded execution (like a fuzzer), with some late additions in asatarin.github.io/testing-dist...
asatarin.github.io
Testing Distributed Systems
Curated list of resources on testing distributed systems
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Alex Miller @alexmillerdb.bsky.social · 12/12/2024
I'd be happy to learn that this is just a gap in my testing knowledge, or that there's a bunch of secret testing systems in big companies that I don't know about, but even just skimming the list of asatarin.github.io/testing-dist... kind of illustrates my point. (Thanks again @asatarin.bsky.social!)
asatarin.github.io
Testing Distributed Systems
Curated list of resources on testing distributed systems
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Reposted by Andrey Satarin
Alex Miller @alexmillerdb.bsky.social · 12/12/2024
Deterministic simulation has been entirely pushed by startups. Jepsen is jepsen. All the SQL fuzzing stuff I know of comes from academia or database startups. Larger companies seem to only be winning in the application of formal methods (because they can afford to hire a team of ex-professors?)
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Alex Miller @alexmillerdb.bsky.social · 12/12/2024
When I think of advancements in quality and correctness of databases, it feels most things have come from startups or individuals, and not large well-established companies. Which seems... backwards? We talk of startups hacking out code and megacorps crawling to keep a high quality bar.
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Andy Pavlo @andypavlo.bsky.social · 03/12/2024
Alexey's @clickhouse.com talk here is hilariously off-the-chain. I highly recommend watching it: www.youtube.com/watch?v=jmVx... You can hear me yelling at him from the audience at 1:09, 2:40, and 7:33.
youtube.com
My Database Can Do This by Alexey Milovidov (DBDBD 2024)
YouTube video by DSDSD - Dutch Seminar on Data Systems Design
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Andrey Satarin @asatarin.bsky.social · 25/11/2024
MariaDB is improving their isolation level guarantees following the recent @jepsen.mastodon.jepsen.io.ap.brid.gy report. "Isolation level violation testing and debugging in MariaDB" post talks about how they specialize Jepsen tests for InnoDB, make it reproducible and debuggable.
mariadb.com
Isolation level violation testing and debugging in MariaDB | MariaDB
Explore how the InnoDB team tackles isolation violations in databases, highlighting debugging strategies and a new option for Snapshot isolation compliance.
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Andrey Satarin @asatarin.bsky.social · 24/11/2024
Alexey Gotsman talks about database isolation levels. Starts off with consistency in general: - what is strong consistency - common misunderstandings and pitfalls - serializability and linearizability - weak isolation levels - safety and liveness Video links below.
Isolation level specification
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A. Jesse Jiryu Davis @emptysqua.re · 23/11/2024
Hi, I’m a distributed systems researcher at MongoDB, photographer, Zen Buddhist in the White Plum lineage, rock climber living in New Paltz NY. I hope to meet fellow researchers here, and I hope we can all settle on BlueSky as our Schelling point for a couple years before we have to do this again.
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Andrey Satarin @asatarin.bsky.social · 19/11/2024
Hello, Bluesky users! I curate and maintain list of resources on testing distributed systems. You might have seen it before. It's a good one, if I may say so myself. asatarin.github.io/testing-dist...
asatarin.github.io
Testing Distributed Systems
Curated list of resources on testing distributed systems
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