foundationdb technical overview v2 - qcon · foundationdb technical overview v2 created date:...

Evan Tschannen

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• Worked on FoundationDB for 8 years

• Touched every core component of the database

• Recently added multi-region asynchronous replication

Evan Tschannen

• https://www.foundationdb.org

• https://github.com/apple/foundationdb

• Open Source, Apache License (v2)

Why are there so many databases?

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• Tension between performance, scalability, and consistency

• A wide variety of data models

Why are there so many databases?

FoundationDB Performance

• Organizes many instances of a single process database into a single database

• Read and write throughput 90% of the aggregate individual read and write throughput

• Single hop read latencies

• Four hop write latencies

FoundationDB is a…

• Highly performant,

• Scalable,

• Ordered key value store,

• That supports ACID transactions.

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A

B

C

Writer

Servers

Reader

Wait for 2 of 3 responses Wait for 2 of 3 responses

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A

B

C

Writer

Servers

Reader

Wait for 2 of 3 responses Wait for 2 of 3 responses

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A

B

C

Writer

Servers

Reader

Wait for 3 of 3 responses Wait for 1 of 3 responses

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A

B

C

Writer

Servers

Reader

Wait for 3 of 3 responses Wait for 1 of 3 responses

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A

B

C

Writer

Servers

Reader

Wait for 3 of 3 responses Wait for 1 of 3 responses

Versions(Stored in a different database)

D

0: A,B,C 101: B,C,D

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Coordinators

Storage Servers

ZooKeeper (Failure Handling)

SQLite (Reads)

Transaction Logs

FoundationDB (Writes)

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Coordinators

Storage Servers Transaction Logs

Cluster Controller

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Coordinators

Storage Servers Transaction Logs

Cluster Controller

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Get Read Version

ReadWrite

Commit

FoundationDB APIVersions

200

400

100 A : apple(200)

(A, 200)

(B, banana)

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Get Read Version

ReadWrite

Commit

FoundationDB APIVersions

200

400

100 A : apple(200)

(A, 200)

(B, banana)300 A : orange

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Coordinators

Storage Servers

Cluster Controller

Master

Proxies Resolvers Transaction Logs

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Coordinators

Cluster Controller

Master

Proxies Resolvers Transaction LogsStorage Servers

Get Read Version

Reads

Writes

Commit

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Coordinators

Cluster Controller

Master

Proxies Resolvers Transaction LogsStorage Servers

Get Read Version

Reads

Writes

Commit

(200)

(A, 200)

(B : banana)

Data Distribution

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Coordinators

Cluster Controller

Master

Proxies Resolvers Transaction LogsStorage Servers

Get Read Version

Reads

Writes

Commit

(200)

(A, 200)

(400)

(B : banana)

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Coordinators

Cluster Controller

Master

Proxies Resolvers Transaction LogsStorage Servers

Get Read Version

Reads

Writes

Commit

(200)

(A, 200)

(400)

(B : banana)

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Coordinators

Cluster Controller

Master

Proxies Resolvers Transaction LogsStorage Servers

Get Read Version

Reads

Writes

Commit

(200)

(A, 200)

(B : banana)

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Coordinators

Cluster Controller

Master

Proxies Resolvers Transaction LogsStorage Servers

Get Read Version

Reads

Writes

Commit

(200)

(A, 200)

(400)

(B : banana)

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Coordinators

Cluster Controller

Master

Proxies Resolvers Transaction LogsStorage Servers

Get Read Version

Reads

Writes

Commit

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Coordinators

Cluster Controller

Master

Proxies Resolvers Transaction LogsStorage Servers

Get Read Version

Reads

Writes

Commit

(400)

(300)

(200)

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Coordinators

Cluster Controller

Master

Proxies Resolvers Transaction LogsStorage Servers

Get Read Version

Reads

Writes

Commit

(400)

(400)

(300)

(200)

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Coordinators

Cluster Controller

Master

Proxies Resolvers Transaction LogsStorage Servers

Get Read Version

Reads

Writes

Commit

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Coordinators

Cluster Controller

Master

Proxies Resolvers Transaction LogsStorage Servers

Get Read Version

Reads

Writes

Commit

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Coordinators

Cluster Controller

Master

Proxies Resolvers Transaction LogsStorage Servers

Get Read Version

Reads

Writes

Commit

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Coordinators

Cluster Controller

Master

Proxies Resolvers Transaction LogsStorage Servers

Get Read Version

Reads

Writes

Commit

Data Distribution

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Coordinators

Cluster Controller

Master

Proxies Resolvers Transaction LogsStorage Servers

Get Read Version

Reads

Writes

Commit

FoundationDB Performance

• Organizes many instances of a single process database into a single database

• Read and write throughput 90% of the aggregate individual read and write throughput

• Single hop read latencies

• Four hop write latencies

Does it work?

• Run the entire distributed database in a single process

• Inject random failures

• Check correctness

• Reproduce errors

https://www.foundationdb.org

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