Goods: Organizing Google's Datasets

Summary: Goods crawls diverse enterprise datasets to build a scalable metadata catalog and infer relationships (similarity, provenance) across billions in a distributed landscape. Provides discovery, monitoring, annotation, and relationship-analysis services for enterprise data at scale. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5189
Venue: SIGMOD
Year: 2016
Pagerank: 0.00019232674
Overall Rank: 610 | 95.76%
DOI: 10.1145/2882903.2903730

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 44 of 44 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
939	Data Lake Management: Challenges and Opportunities	2019	VLDB	0.00015187344
1,277	The Data Civilizer System	2017	CIDR	0.00012879695
1,420	Data Management Challenges in Production Machine Learning	2017	SIGMOD	0.00012057956
1,463	ARDA: Automatic Relational Data Augmentation for Machine Learning	2020	VLDB	0.00011869295
1,482	Automating Large-Scale Data Quality Verification	2018	VLDB	0.00011725533
1,644	Finding Related Tables in Data Lakes for Interactive Data Science	2020	SIGMOD	0.00011041787
2,269	Ground: A Data Context Service	2017	CIDR	9.147379e-05
2,359	Data Market Platforms: Trading Data Assets to Solve Data Problems	2020	VLDB	8.9607667e-05
2,456	Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities	2021	SIGMOD	8.7733773e-05
2,730	Open Data Integration	2018	VLDB	8.2126735e-05
3,358	Organizing Data Lakes for Navigation	2020	SIGMOD	7.1784949e-05
3,467	Data Profiling – A Tutorial	2017	SIGMOD	7.069081e-05
3,473	AI Meets Database: AI4DB and DB4AI	2021	SIGMOD	7.062864e-05
3,690	Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets	2018	SIGMOD	6.8384476e-05
3,942	Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins	2022	VLDB	6.6114622e-05
4,003	Data Platform for Machine Learning	2019	SIGMOD	6.54347e-05
4,174	Computation Reuse in Analytics Job Service at Microsoft	2018	SIGMOD	6.3856219e-05
4,607	Data Integration and Machine Learning: A Natural Synergy	2018	SIGMOD	6.0538827e-05
4,774	LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems	2021	SIGMOD	5.9316087e-05
5,086	Improving Reproducibility of Data Science Pipelines through Transparent Provenance Capture	2020	VLDB	5.7078462e-05
5,529	Data-Driven Domain Discovery for Structured Datasets	2020	VLDB	5.4566641e-05
5,595	Schemas and Types for JSON Data: from Theory to Practice	2019	SIGMOD	5.4191724e-05
5,978	Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond	2021	SIGMOD	5.2453012e-05
6,330	Efficient Construction of Approximate Ad-Hoc ML models Through Materialization and Reuse	2018	VLDB	5.1077416e-05
7,029	Computational Fact Checking: A Content Management Perspective	2018	VLDB	4.8563777e-05
7,243	Data Integration and Machine Learning: A Natural Synergy	2018	VLDB	4.7913666e-05
7,643	Cross Modal Data Discovery over Structured and Unstructured Data Lakes	2023	VLDB	4.6901105e-05
7,745	Crossing the finish line faster when paddling the Data Lake with KAYAK	2017	VLDB	4.6618625e-05
7,833	Dependency-Driven Analytics: a Compass for Uncharted Data Oceans	2017	CIDR	4.6382648e-05
7,868	Solo: Data Discovery Using Natural Language Questions Via A Self-Supervised Approach	2023	SIGMOD	4.6319504e-05
8,116	LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes	2024	VLDB	4.581507e-05
8,608	Unity Catalog: Open and Universal Governance for the Lakehouse and Beyond	2025	SIGMOD	4.4853979e-05
8,729	OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance From Database Query Event Logs	2023	VLDB	4.4582221e-05
9,928	Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search	2024	VLDB	4.2511622e-05
9,961	QueryArtisan: Generating Data Manipulation Codes for Ad-hoc Analysis in Data Lakes	2025	VLDB	4.2294678e-05
10,628	CatDB: Data-catalog-guided, LLM-based Generation of Data-centric ML Pipelines	2025	VLDB	4.1945683e-05
10,645	OpenForge: Probabilistic Metadata Integration	2025	VLDB	4.1945683e-05
10,895	Towards an Objective Metric for Data Value Through Relevance	2024	CIDR	4.1945683e-05
11,063	Searching Data Lakes for Nested and Joined Data	2024	VLDB	4.1945683e-05
11,316	Kyrix-J: Visual Discovery of Connected Datasets in a Data Lake	2022	CIDR	4.1945683e-05
11,379	Fast Dataset Search with Earth Mover’s Distance	2022	VLDB	4.1945683e-05
11,518	A Demonstration of RELIC: A System for REtrospective Lineage InferenCe of Data Workflows	2021	VLDB	4.1945683e-05
11,665	Ursprung: Provenance for Large-Scale Analytics Environments	2019	SIGMOD	4.1945683e-05
11,667	Peering through the Dark: An Owl's View of Inter-job Dependencies and Jobs' Impact in Shared Clusters	2019	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
107	WebTables: Exploring the Power of Tables on the Web	2008	VLDB	0.00048377684
109	Dremel: Interactive Analysis of Web-Scale Datasets	2010	VLDB	0.00048186983
149	Trio: A System for Integrated Management of Data, Accuracy, and Lineage	2005	CIDR	0.00041101118
420	InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables	2012	SIGMOD	0.00023719065
1,281	DataHub: Collaborative Data Science & Dataset Version Management at Scale	2015	CIDR	0.00012854744
1,565	Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff	2015	VLDB	0.00011345567
1,833	Data Wrangling: The Challenging Journey from the Wild to the Lake	2015	CIDR	0.00010378976
3,347	Collaborative Data Analytics with DataHub	2015	VLDB	7.1921364e-05
8,135	Applying WebTables in Practice	2015	CIDR	4.5777549e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
3,358	Organizing Data Lakes for Navigation	2020	SIGMOD	7.1784949e-05
10,419	Unified Lineage System: Tracking Data Provenance at Scale	2025	SIGMOD	4.1945683e-05
10,439	Finding What You’re Looking For: A Distribution-Aware Dataset Search Engine in Action	2025	SIGMOD	4.1945683e-05
11,319	Building a Shared Conceptual Model of Complex, Heterogeneous Data Systems: A Demonstration	2022	CIDR	4.1945683e-05
11,629	Leveraging Organizational Resources to Adapt Models to New Data Modalities	2020	VLDB	4.1945683e-05
6,279	Self-Organizing Data Containers	2022	CIDR	5.1295282e-05
3,551	Data Management Projects at Google	2006	SIGMOD	6.9812665e-05
12,286	The Case for a Structured Approach to Managing Unstructured Data	2009	CIDR	4.1945683e-05
10,895	Towards an Objective Metric for Data Value Through Relevance	2024	CIDR	4.1945683e-05
4,530	Big Metadata: When Metadata is Big Data	2021	VLDB	6.1075429e-05