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Product Update
December 2019
Andy Gooding
VP of Engineering, Aerospike

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2 A E R O S P I K E P r o d u c t U p d a t e | Proprietary & Confidential | |All rights reserved. © 2019 Aerospike Inc.
▪ Enterprise Edition 4.5.3 (May 14 2019)
▪ Compression for Replica Writes and Migrations
▪ Flat format storage used as the wire format
▪ Ship compressed records as-is for replica writes and migrations
▪ Compression now also applies to inter-node communication (fabric)
▪ Enterprise Edition 4.6.0 (August 9 2019)
▪ Nested CDT operations, Bitwise Blob operations
▪ CDT comparison operations speed boost
▪ Enterprise Edition 4.7.0 (September 30 2019)
▪ ADQ support. Demonstrated 15M TPS on one node
▪ Ripped out Transaction Queues
▪ Scans in parallel with RPS throttling
▪ Enterprise Edition 4.8.0 (December 12 2019)
▪ Data in Persistent Memory (PMEM)
▪ Compression for Client-Server communication
▪ Separate write buffers for masters, replica and migrations
Aerospike Enterprise Edition – Performance Improvements
“Infrastructure for Speed at Scale”

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3 A E R O S P I K E P r o d u c t U p d a t e | Proprietary & Confidential | |All rights reserved. © 2019 Aerospike Inc.
▪ XDR Milestone 1 – (2020 Q1)
▪ Integrate into core database and eliminate separate digest log
▪ Enable independent shipping from single source to target data centers
▪ Dynamic configuration of shipping information
▪ Improved correctness in failure situations
▪ Support for shipping from past timestamp for reliable data sync across clusters
▪ Ship non-durable deletes
▪ Replace HTTP connector into a native one for performance boost
▪ Scans – (2020 Q1)
▪ Scan correctness in the presence of node failures
▪ Concurrent and parallel scan execution
▪ Ability to restart scan from previous location (‘cursors’)
Aerospike Enterprise Edition – Core (Upcoming in Q4 '19, Q1 '20)
“Infrastructure for Speed at Scale”

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4 A E R O S P I K E P r o d u c t U p d a t e | Proprietary & Confidential | |All rights reserved. © 2019 Aerospike Inc.
▪ XDR Milestone 2 – (2020 Q2)
▪ Record/Bin level filters
▪ Secondary Index Milestone 1 – (2020 Q2)
▪ 3x reduction in index size
▪ 4x improvement in performance
▪ Improved garbage collection of index entries
▪ XDR Milestone 3 – (2020 Q3)
▪ Support for strong consistency in active/passive setup
▪ Optimizations to improve shipping performance (delta LUT-based shipping)
▪ Support seamless data movement across clusters
▪ Secondary Index Milestone 2 – (2020 Q3)
▪ Ability to query accurately in the presence of cluster changes
▪ Support for restarting queries from a specific point (‘cursors’)
Aerospike Enterprise Edition – Core (Upcoming in Q2 '20, Q3 '20)
“Infrastructure for Speed at Scale”

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5 A E R O S P I K E P r o d u c t U p d a t e | Proprietary & Confidential | |All rights reserved. © 2019 Aerospike Inc.
▪ Secondary Index Milestone 3 – (2020 Q4)
▪ SLAB style allocation
▪ Warm start for secondary indexes
▪ Store secondary indexes in Flash
▪ Store secondary indexes in Persistent Memory (PMEM)
▪ Client protocol Milestone 2 – (2020 Q4)
▪ Pipelining
▪ Security: Key Management – (Unscheduled, 2020)
▪ KMS integration – KMIP 3 and Vault
▪ Improved support for Extended Strong Consistency clusters in WAN environments – (Unscheduled, 2020)
▪ Performance improvements – (Unscheduled, 2020)
▪ async IO – non-blocking device reads
▪ Redoing fabric to run on service threads
▪ Support for changing replication factor dynamically
Aerospike Enterprise Edition – Core (Upcoming in Q4 '20, More)
“Infrastructure for Speed at Scale”

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6 A E R O S P I K E P r o d u c t U p d a t e | Proprietary & Confidential | |All rights reserved. © 2019 Aerospike Inc.
▪ Multi level complex data types (CDT) – Enterprise Edition 4.6.0 (August 9 2019)
▪ Extends the ability to apply map and list operations to elements nested at an arbitrarily depth
▪ Improved efficiency of all list and map operations
▪ Bitwise operations – Enterprise Edition 4.6.0 (August 9 2019)
▪ Atomic bitwise operations on the BLOB data type
▪ Modeling with BLOBs should be highly compressible
▪ Conditional key-value, batch and UDF operations – Enterprise Edition 4.7.0 (September 30 2019)
▪ Conditionally execute a put() or multi-operation transaction only if a predicate filter is satisfied
▪ Only read a single record if a predicate filter is satisfied (e.g., last updated under N seconds ago)
▪ Filter records of a batch-read using a specified predicate filter (aligns batch-reads with scan and query)
▪ Delete Record operation – Enterprise Edition 4.7.0 (September 30 2019)
▪ Let's a developer combine a read and delete in a single record transaction (multi-op)
▪ Background scans applying multi-operation transactions – Enterprise Edition 4.7.0 (September 30 2019)
▪ High performance alternative for background scan UDFs. The operate() is applied to each record scanned.
▪ Record per-second control for scans
Aerospike Enterprise Edition – Developer API Improvements
“Increase applicability to the widest possible set of use cases”

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7 A E R O S P I K E P r o d u c t U p d a t e | Proprietary & Confidential | |All rights reserved. © 2019 Aerospike Inc.
▪ Paginated scans – (2020 Q1)
▪ Ability to restart a scan from a previous location (‘cursors’); Enables paginated scans
▪ Fast and efficient queries – (2020 Q2)
▪ Ability to use secondary indexes more intensively due to a reduction in memory use and speed improvements
▪ Paginated queries – (2020 Q3)
▪ Ability to restart a query from a previous location (‘cursors’);
▪ XDR Conflict Resolution – (2020 Q3)
▪ Better conflict resolution using bin-level metadata
▪ Last Write Wins and potentially user-defined resolution
▪ New Client-Server protocol: Pipelining – (2020 Q4)
▪ Probabilistic Data Types – (Unscheduled, 2020)
▪ HyperLogLog and friends
Aerospike Enterprise Edition – Developer API (Upcoming)
“Increase applicability to the widest possible set of use cases”

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8 A E R O S P I K E P r o d u c t U p d a t e | Proprietary & Confidential | |All rights reserved. © 2019 Aerospike Inc.
▪ Native aggregate functions
▪ Ditching stream UDFs for native COUNT, SUM, MIN, MAX, AVG, etc
▪ Predicate Filters modernization
▪ Adding nested list and map operations, bitwise operations to predicate filters
▪ Indexing capability for deeply nested elements
▪ Record UDF Overhaul
▪ Exposing list, map, bitwise, integer, string operations as an API you can call from the UDF
▪ Possibly replacing Lua as a UDF language
▪ SQL support
▪ Potentially via Presto
▪ Timeseries database
Aerospike Enterprise Edition – Developer API (Upcoming)
What would you like to see in Aerospike?