Paper Citation Record · LEDGER

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation

As of 19 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 1 inbound Pith citation observation for arXiv:2505.04153.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.04153 v2

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:39:48.939051Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T09:02:09.450044Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

38 of 38 outbound references displayed

verified exact8
verified fuzzy3
unresolved23
parse uncertain0
malformed identifier2
metadata mismatch2

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation c1ea24fb-1f83-46b7-bcec-60bc7bee0920 · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T23:39:48.827643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1d2ba9a-c4db-4845-b160-f61132019037 · outbound

This paper cites Bender, Alex Conway, Martín Farach-Colton, William Kuszmaul, and Guido Tagliavini.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Bender, Alex Conway, Martín Farach-Colton, William Kuszmaul, and Guido Tagliavini

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T23:39:48.831905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ab8e6a1-162c-44a0-b098-833ec44a79cf · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T23:39:48.834885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c29a417-1dc3-4e8d-a506-f881af62b4eb · outbound

This paper cites Boncz, Marcin Zukowski, and Niels Nes.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Boncz, Marcin Zukowski, and Niels Nes

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:39:50.138830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 39c0b978-d58d-4b19-872a-1df92b882ce8 · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:39:50.130013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d13dbc0b-d0c1-4ee7-a103-cf539fad77db · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:39:50.121639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2fa3be51-ed8c-40be-87f8-baf052fd63f3 · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 7

Resolution: verified exact; doi, observed 2026-08-15T23:39:49.042217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ff3c19f4-fea8-467c-a456-52e6690cff95 · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 8

Resolution: verified exact; doi, observed 2026-08-15T23:39:49.033600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b065cb94-64f1-4b3f-86d0-645e1badce49 · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T23:39:48.852187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fcdee19-5487-4159-8daf-9f2f1f46a531 · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T23:39:48.854742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caddb33b-efda-468c-b929-9773abebea9b · outbound

This paper cites Gaffney and Jignesh M.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Gaffney and Jignesh M

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:39:50.113227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d5e545be-486b-46df-98b3-74de77eba20c · outbound

This paper cites Graefe, A.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Graefe, A

Reference 12

Resolution: verified exact; doi, observed 2026-08-15T23:39:49.025150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 761bd2ff-238d-46f5-8e5d-2627c5a2f1a8 · outbound

This paper cites Graefe and W.J.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Graefe and W.J

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T23:39:48.863326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b3bc051-dbe9-498b-8e70-8ed5816f5556 · outbound

This paper cites Pearlmutter, and Phil Maguire.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Pearlmutter, and Phil Maguire

Reference 14

Resolution: verified exact; doi, observed 2026-08-15T23:39:49.016320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 627a82b8-7814-4cd6-8005-333a4859d6eb · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 15

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T23:39:49.783765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5d7c5bdb-4c4d-460b-b7a8-568c04110023 · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:39:50.104368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 46025617-b888-4fca-a41f-4109053e5d44 · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T23:39:48.874154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40e4df56-6ba3-4bd3-9d9f-48661ec104df · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T23:39:48.876664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8cafe9e-4db5-43fa-adb0-d21c9a9643bb · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:39:50.094881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 91883e47-d24b-44fb-8d32-968d9a160372 · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T23:39:48.882137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c3ac805-6ff8-4a21-af97-2e7b87a052dc · outbound

This paper cites Andersen, Michael Kaminsky, and Michael J.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Andersen, Michael Kaminsky, and Michael J

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:39:50.086088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 20a22c64-36d5-48ef-ae27-057582396a82 · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 22

Resolution: verified exact; doi, observed 2026-08-15T23:39:49.007340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 954f04f5-ec1f-4c97-bd85-767d181ea2c0 · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T23:39:48.893391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05e2c317-8b64-4ff9-a71e-3cc8c6e8c89c · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:39:50.076617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d8018b69-4dc6-4a62-bebd-a9726ccfa4a0 · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:39:50.066094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ac472ff2-b4f3-498c-a006-b8b47e428371 · outbound

This paper cites Bender, Alex Conway, Martin Farach-Colton, William Kuszmaul, Guido Tagliavini, and Rob Johnson.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Bender, Alex Conway, Martin Farach-Colton, William Kuszmaul, Guido Tagliavini, and Rob Johnson

Reference 26

Resolution: verified exact; doi, observed 2026-08-15T23:39:48.994054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7e8bad00-a62c-4182-8516-1dd68132ce1e · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T23:39:48.908815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6d9f2bb-52cf-44ea-a632-a72d619b45e8 · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 28

Resolution: malformed identifier; no resolver link, observed 2026-08-15T23:39:48.912300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9881f019-ff6b-473c-8db4-5ba196abc07a · outbound

This paper cites Lohman, Tim Malkemus, Rene Mueller, Ippokratis Pandis, Berni Schiefer, David Sharpe, Richard Sidle, Adam Storm, and Liping Zhang.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Lohman, Tim Malkemus, Rene Mueller, Ippokratis Pandis, Berni Schiefer, David Sharpe, Richard Sidle, Adam Storm, and Liping Zhang

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T23:39:48.915088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 212f7dc7-7552-46fb-910e-2f38036586c4 · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 30

Resolution: verified exact; doi, observed 2026-08-15T23:39:48.979684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 864e4bce-15f6-47dc-abf8-3a820a5e9faa · outbound

This paper cites [Experiments \& Analysis] Hash-Based vs. Sort-Based Group-By-Aggregate: A Focused Empirical Study [Extended Version].

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation [Experiments \& Analysis] Hash-Based vs. Sort-Based Group-By-Aggregate: A Focused Empirical Study [Extended Version]

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-15T23:39:48.969887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3f31f0cd-8cf0-47a5-942e-4e56b7abc017 · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T23:39:48.926006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0116f69e-8a06-48c9-a780-47fbe896741a · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:39:50.057024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7bfe4f42-110f-4b98-8dfc-1a823eb3dc3c · outbound

This paper cites an unresolved cited work.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Unresolved cited work

Reference 34

Resolution: malformed identifier; no resolver link, observed 2026-08-15T23:39:48.932632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75c15f1d-81bc-4f18-8d88-898c98827130 · outbound

This paper cites Ross, and Norases Vesdapunt.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Ross, and Norases Vesdapunt

Reference 35

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T23:39:49.180364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 18295b5c-267e-44fd-bb9a-7978846f8bd8 · outbound

This paper cites Franklin, Scott Shenker, and Ion Stoica.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation Franklin, Scott Shenker, and Ion Stoica

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T23:39:48.939051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6974c9e4-7f54-4fea-91fa-fc0a475f1812 · outbound

This paper cites InProceed- ings of the Ninth European Conference on Computer Systems.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation InProceed- ings of the Ninth European Conference on Computer Systems

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-15T23:39:48.887545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24968895-2cfc-4ceb-8b2b-d76ad54d5224 · outbound

This paper cites InProceedings of the 2015 ACM SIGMOD International Conference on Management of Data.

Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation InProceedings of the 2015 ACM SIGMOD International Conference on Management of Data

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-15T23:39:48.899332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 3bb11820-5a17-49a4-b3fc-4b3390fc9dc9 · inbound

One Ring to Shuffle Them All: Scalable Intra-Process Data Redistribution with Ring-Buffer Shuffle in Redpanda Oxla cites this paper.

One Ring to Shuffle Them All: Scalable Intra-Process Data Redistribution with Ring-Buffer Shuffle in Redpanda Oxla Global Hash Tables Strike Back! An Analysis of Parallel GROUP BY Aggregation

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-06-29T09:03:14.990865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.