HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search | Paper Citation Record

Observation 5ae66d4e-7a1c-4568-bdf7-79bd6430f42c · outbound

This paper cites https://drill.apache.org/.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search https://drill.apache.org/

Reference 1

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Observation 2eceb664-d172-477f-9efa-bc1d8c6b1fd6 · outbound

This paper cites https://www.cockroachlabs.com/product/cockroachdb/.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search https://www.cockroachlabs.com/product/cockroachdb/

Reference 2

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Observation 49111e43-4300-4e61-94d5-d95741d23d59 · outbound

This paper cites https://prestodb.io/docs/current/connector/ spark.html.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search https://prestodb.io/docs/current/connector/ spark.html

Reference 3

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Observation 9153dcd1-7a6c-42fe-8445-4cff111527d7 · outbound

This paper cites https://neo4j.com/.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search https://neo4j.com/

Reference 4

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Observation f4984ecf-c6b7-4c76-80c0-187da1d6adc7 · outbound

This paper cites http://pinecone.io.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search http://pinecone.io

Reference 5

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Observation 95d44531-62ea-4377-aeca-b61ec03cc3eb · outbound

This paper cites https://prestodb.io/.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search https://prestodb.io/

Reference 6

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This paper cites http://qdrant.tech.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search http://qdrant.tech

Reference 7

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Observation df8206ea-a1a5-45b4-8b28-e811309150eb · outbound

This paper cites https://www.tigergraph.com/.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search https://www.tigergraph.com/

Reference 8

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Observation f2b23df7-efd7-4a30-9ce2-14d42b6d3f2f · outbound

This paper cites http://vald.vdaas.org.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search http://vald.vdaas.org

Reference 9

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Observation abdf3a16-5f15-4d99-b8a8-4eadc8d35ded · outbound

This paper cites https://vespa.ai/.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search https://vespa.ai/

Reference 10

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Observation b377991c-4552-4466-9d39-4e7bfba5fd2f · outbound

This paper cites https://janusgraph.org/, 2017.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search https://janusgraph.org/, 2017

Reference 11

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Observation b6f147dd-43eb-4d97-97eb-6ff3b4b2bf8d · outbound

This paper cites https://archive.ics.uci.edu/, 2024.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search https://archive.ics.uci.edu/, 2024

Reference 12

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Observation 7f210e91-6e73-4a0d-89cd-0cdaacd0cc41 · outbound

This paper cites https://www.youtube.com/, 2024.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search https://www.youtube.com/, 2024

Reference 13

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This paper cites an unresolved cited work.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Unresolved cited work

Reference 14

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Observation 0a990661-c990-4f78-a8ad-f5b4254a4439 · outbound

This paper cites Revisiting the inverted indices for billion-scale approximate nearest neighbors.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Revisiting the inverted indices for billion-scale approximate nearest neighbors

Reference 15

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Observation 2d0c79ad-d1eb-4b10-b2e7-dcbf54966030 · outbound

This paper cites Multidimensional binary search trees used for associative searching.Communications ofthe ACM, 18(9):509–517, 1975.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Multidimensional binary search trees used for associative searching.Communications ofthe ACM, 18(9):509–517, 1975

Reference 16

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Observation 2865607b-4068-45a9-9eae-d44cb7cece13 · outbound

This paper cites Spann: Highly-efficient billion-scale approxi- mate nearest neighborhood search.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Spann: Highly-efficient billion-scale approxi- mate nearest neighborhood search

Reference 17

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Observation be36a961-e577-4deb-bccc-5917712b8b1a · outbound

This paper cites Clarkson.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Clarkson

Reference 18

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Observation bbce4dcc-9797-43e2-a935-b9c2690fb9aa · outbound

This paper cites Corbett, Jeffrey Dean, Michael Epstein, Andrew Fikes, Christopher Frost, J.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Corbett, Jeffrey Dean, Michael Epstein, Andrew Fikes, Christopher Frost, J

Reference 19

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Observation 7343ef6d-e23a-4922-a32f-86e2088ae3e1 · outbound

This paper cites Mirrokni.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Mirrokni

Reference 20

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Observation 59f8e2c3-0157-4fb1-b027-e41d6957d335 · outbound

This paper cites The tail at scale.Communications of the ACM, 56(2):74–80, 2013.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search The tail at scale.Communications of the ACM, 56(2):74–80, 2013

Reference 21

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Observation ae6f9f99-7637-4e48-b63c-f1951bdb9351 · outbound

This paper cites Mapreduce: Simplified data processing on large clusters.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Mapreduce: Simplified data processing on large clusters

Reference 22

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Observation da1e4467-b6ce-4dfe-b5c5-5cf162e0485f · outbound

This paper cites Delaunay.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Delaunay

Reference 23

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Observation c3ecdf5c-20de-4376-a610-b07897084bde · outbound

This paper cites Efficient k-nearest neighbor graph con- struction for generic similarity measures.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Efficient k-nearest neighbor graph con- struction for generic similarity measures

Reference 24

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Observation 22f738b1-37c0-464d-8bfd-4b7ac5341600 · outbound

This paper cites Faiss, 2020.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Faiss, 2020

Reference 25

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Observation e1fc19f5-b154-4cb7-bccd-e1eed34c60ab · outbound

This paper cites Fast approximate nearest neighbor search with the navigating spreading-out graph.Proc.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Fast approximate nearest neighbor search with the navigating spreading-out graph.Proc

Reference 26

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Observation e0501577-6c05-4820-a7b1-8dc42efb210d · outbound

This paper cites an unresolved cited work.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Unresolved cited work

Reference 27

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Observation 1fe06e9a-3d43-4108-b36a-52e741e4ce40 · outbound

This paper cites High-dimensional approximate nearest neighbor search: with reliable and efficient distance comparison operations.Proc.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search High-dimensional approximate nearest neighbor search: with reliable and efficient distance comparison operations.Proc

Reference 28

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Observation 0a2c4d13-9597-47d1-91a4-e05387bf1d6a · outbound

This paper cites Rabitq: Quantizing high-dimensional vectors with a theoretical error bound for approximate nearest neighbor search.Proc.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Rabitq: Quantizing high-dimensional vectors with a theoretical error bound for approximate nearest neighbor search.Proc

Reference 29

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Observation 814226b3-3908-4af2-8396-7d9d7210e481 · outbound

This paper cites Gray and Deborah A.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Gray and Deborah A

Reference 30

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This paper cites Manu: A Cloud Native Vector Database Management System.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Manu: A Cloud Native Vector Database Management System

Reference 31

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Observation a49dabae-85f8-4af3-be17-21bb52d4d96a · outbound

This paper cites Fast approximate nearest-neighbor search with k-nearest neighbor graph.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Fast approximate nearest-neighbor search with k-nearest neighbor graph

Reference 32

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HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Unresolved cited work

Reference 33

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Observation f77ed856-bb75-436a-ba8f-d31f5c7a829d · outbound

This paper cites Speeding up distributed request-response workflows.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Speeding up distributed request-response workflows

Reference 34

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Observation 876d58b3-fa8d-4417-aa07-6fe86c354958 · outbound

This paper cites Diskann: Fast accurate billion-point nearest neighbor search on a single node.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Diskann: Fast accurate billion-point nearest neighbor search on a single node

Reference 35

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Observation ad27cf31-eef2-4b2a-8965-292e31700d69 · outbound

This paper cites Product quantization for nearest neighbor search.IEEE transactions on pattern analysis and machine intelligence, 33(1):117–128, 2010.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Product quantization for nearest neighbor search.IEEE transactions on pattern analysis and machine intelligence, 33(1):117–128, 2010

Reference 36

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Observation 5299af56-df4b-4aff-a6c3-5a427f99afe8 · outbound

This paper cites Searching in one billion vectors: rerank with source coding.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Searching in one billion vectors: rerank with source coding

Reference 37

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Observation bc09efd5-09b4-429f-b5f4-2e0e7aa97c2b · outbound

This paper cites Locally optimized product quantization for approximate nearest neighbor search.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Locally optimized product quantization for approximate nearest neighbor search

Reference 38

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Observation eadffaee-5565-4f87-a176-bc7cefd53de0 · outbound

This paper cites Efficient retrieval of rec- ommendations in a matrix factorization framework.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Efficient retrieval of rec- ommendations in a matrix factorization framework

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:54:23.840899Z

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Observation 2fd87cc0-f9b5-409d-a815-469a4cc7c120 · outbound

This paper cites Kernelized locality-sensitive hashing for scal- able image search.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Kernelized locality-sensitive hashing for scal- able image search

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:54:23.830060Z

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Observation f08cda9c-1a20-42ad-bac4-c3af54b01fff · outbound

This paper cites Fexipro: fast and exact inner product retrieval in recommender systems.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Fexipro: fast and exact inner product retrieval in recommender systems

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:54:23.819650Z

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Observation 495359be-ce37-474a-9bc1-02dbe5b84de7 · outbound

This paper cites The design and implementation ofa real time visual search system on jd e-commerce platform.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search The design and implementation ofa real time visual search system on jd e-commerce platform

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:54:23.808944Z

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Observation 91fa2bdc-2711-4763-aa2b-ccce9b43553a · outbound

This paper cites Embedding-based product retrieval in taobao search.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Embedding-based product retrieval in taobao search

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:54:23.796175Z

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Observation e6d72969-ee3e-494a-a79f-14b3dd85846c · outbound

This paper cites Lightrec: A memory and search-efficient recommender system.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Lightrec: A memory and search-efficient recommender system

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Observation 15361267-6dfa-411d-9775-d261f04735eb · outbound

This paper cites Moore, Alexander Gray, and Ke Yang.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Moore, Alexander Gray, and Ke Yang

Reference 45

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Observation dca1b4d1-943c-41e9-bf69-8ae889b58b6e · outbound

This paper cites Towards software-defined fpga acceleration for big data analytics.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Towards software-defined fpga acceleration for big data analytics

Reference 46

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Observation ce21c2fc-f53b-4bb4-bbf3-78cd5655e9c6 · outbound

This paper cites Malkov and D.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Malkov and D

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:54:23.751022Z

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Observation 77fb20eb-01e7-4dbf-b43b-d8a93dcfe12f · outbound

This paper cites Efficient Estimation of Word Representations in Vector Space.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Efficient Estimation of Word Representations in Vector Space

Reference 48

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HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:54:23.739516Z

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Observation 5e2b5a0e-0f6f-43ab-b9d3-9f6011b968c8 · outbound

This paper cites Li, Ryan McElroy, Mike Paleczny, Daniel Peek, and Paul Saab.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Li, Ryan McElroy, Mike Paleczny, Daniel Peek, and Paul Saab

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:54:23.727170Z

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Observation f3e2df71-c2a7-4a8b-a6ca-c3794f0ce143 · outbound

This paper cites iqan: Fast and accurate vector search with efficient intra-query parallelism on multi-core ar- chitectures.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search iqan: Fast and accurate vector search with efficient intra-query parallelism on multi-core ar- chitectures

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:54:23.717141Z

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Observation 155af244-053f-45f9-90de-7ffd896c780f · outbound

This paper cites Glove: Global vectors for word representation.EMNLP, 14:1532–1543, 2014.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Glove: Global vectors for word representation.EMNLP, 14:1532–1543, 2014

Reference 52

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Observation a830f588-6c51-49e0-912f-83c0996cf7c9 · outbound

This paper cites an unresolved cited work.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:54:23.694841Z

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Observation d9f620c4-7eaa-40e2-8d92-1b6a31444b4b · outbound

This paper cites F1: A distributed sql database that scales.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search F1: A distributed sql database that scales

Reference 54

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Observation 76f6ae1c-a896-407c-af8b-f5743d3c13fd · outbound

This paper cites Toussaint.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Toussaint

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:54:23.669838Z

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Observation 30c91aad-2ca2-4564-ab69-222d386a78ca · outbound

This paper cites Milvus: A purpose-built vector data management system.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Milvus: A purpose-built vector data management system

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:54:23.658730Z

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Observation e8bf553e-5f99-4e0b-8310-9dc6b111ee4f · outbound

This paper cites Scalable k-nn graph construction for visual descriptors.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Scalable k-nn graph construction for visual descriptors

Reference 57

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Observation a56e9593-e873-4641-8fbf-1cf2e30541b8 · outbound

This paper cites Trinary-projection trees for approximate nearest neigh- bor search.IEEE Transactions on Pattern Analysis and Machine Intelligence, 36(2):388–403, 2014.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Trinary-projection trees for approximate nearest neigh- bor search.IEEE Transactions on Pattern Analysis and Machine Intelligence, 36(2):388–403, 2014

Reference 58

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Observation d56f1e73-c99a-41db-8a9b-6c5628d6d0e2 · outbound

This paper cites A survey on learning to hash.IEEE Transactions on Pattern Analysis and Machine Intelligence, 40(4):769–790, 2018.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search A survey on learning to hash.IEEE Transactions on Pattern Analysis and Machine Intelligence, 40(4):769–790, 2018

Reference 59

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Observation 2bada614-6b46-4d43-a1c9-77dc8a9d2baf · outbound

This paper cites Spectral hashing.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Spectral hashing

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:54:23.613638Z

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Observation f61daf27-d1ba-41c4-8178-4af0e41d8c33 · outbound

This paper cites O’Reilly Media, Inc., 3rd edition, 2012.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search O’Reilly Media, Inc., 3rd edition, 2012

Reference 61

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Observation 096b65bf-390e-44d8-8852-af416ace2960 · outbound

This paper cites Progressively optimized bi-granular document representation for scalable embedding based retrieval.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Progressively optimized bi-granular document representation for scalable embedding based retrieval

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:54:23.587607Z

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Observation df82e66b-e50d-4122-b274-b70692b2a9d7 · outbound

This paper cites Spfresh: In- cremental in-place update for billion-scale vector search.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Spfresh: In- cremental in-place update for billion-scale vector search

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:54:23.576311Z

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Observation cd74d1a1-2de2-46fe-b13d-fa1e182c9ecc · outbound

This paper cites Spark: Cluster computing with working sets.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Spark: Cluster computing with working sets

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:54:23.564814Z

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Observation 5f7f1b1f-0d9f-4e60-992c-452d5175154b · outbound

This paper cites Df-gas: a distributed fpga-as-a-service architecture towards billion-scale graph-based approximate nearest neighbor search.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Df-gas: a distributed fpga-as-a-service architecture towards billion-scale graph-based approximate nearest neighbor search

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:54:23.553207Z

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Observation b8cf8871-5800-46e9-b369-e7a4de01c57e · outbound

This paper cites VBASE: unifying online vector similarity search and relational queries via relaxed monotonicity.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search VBASE: unifying online vector similarity search and relational queries via relaxed monotonicity

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:54:23.541375Z

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Observation d24ca7ed-6c47-4149-af01-2f9aeb29576a · outbound

This paper cites Composite quantization for approxi- mate nearest neighbor search.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Composite quantization for approxi- mate nearest neighbor search

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:54:23.529666Z

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Observation e840a9b2-5b38-4b52-90cc-e88360f39b7d · outbound

This paper cites Fast, approximate vector queries on very large unstructured datasets.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Fast, approximate vector queries on very large unstructured datasets

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:54:23.516775Z

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Observation 713693a5-2ea0-4acf-9096-f31fc1611754 · outbound

This paper cites an unresolved cited work.

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search Unresolved cited work

Reference 2011

Resolution: unresolved; no resolver link, observed 2026-08-15T19:54:23.300999Z

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