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: 5190
Venue: SIGMOD
Year: 2016
Pagerank: 0.00019223217
Overall Rank: 609 | 95.77%
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
936	Data Lake Management: Challenges and Opportunities	2019	VLDB	0.00015197838
1,274	The Data Civilizer System	2017	CIDR	0.00012869297
1,422	Data Management Challenges in Production Machine Learning	2017	SIGMOD	0.00012050431
1,462	ARDA: Automatic Relational Data Augmentation for Machine Learning	2020	VLDB	0.00011866333
1,481	Automating Large-Scale Data Quality Verification	2018	VLDB	0.00011715754
1,643	Finding Related Tables in Data Lakes for Interactive Data Science	2020	SIGMOD	0.00011031534
2,267	Ground: A Data Context Service	2017	CIDR	9.1554363e-05
2,366	Data Market Platforms: Trading Data Assets to Solve Data Problems	2020	VLDB	8.9521259e-05
2,456	Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities	2021	SIGMOD	8.7649259e-05
2,737	Open Data Integration	2018	VLDB	8.2053894e-05
3,360	Organizing Data Lakes for Navigation	2020	SIGMOD	7.1719486e-05
3,466	AI Meets Database: AI4DB and DB4AI	2021	SIGMOD	7.0645718e-05
3,473	Data Profiling – A Tutorial	2017	SIGMOD	7.0623537e-05
3,693	Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets	2018	SIGMOD	6.8326441e-05
3,765	Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins	2022	VLDB	6.7760748e-05
4,006	Data Platform for Machine Learning	2019	SIGMOD	6.5371762e-05
4,171	Computation Reuse in Analytics Job Service at Microsoft	2018	SIGMOD	6.3800823e-05
4,596	Data Integration and Machine Learning: A Natural Synergy	2018	SIGMOD	6.0540725e-05
4,779	LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems	2021	SIGMOD	5.9259373e-05
5,088	Improving Reproducibility of Data Science Pipelines through Transparent Provenance Capture	2020	VLDB	5.7023581e-05
5,538	Data-Driven Domain Discovery for Structured Datasets	2020	VLDB	5.4520759e-05
5,603	Schemas and Types for JSON Data: from Theory to Practice	2019	SIGMOD	5.4140437e-05
5,974	Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond	2021	SIGMOD	5.2458154e-05
6,329	Efficient Construction of Approximate Ad-Hoc ML models Through Materialization and Reuse	2018	VLDB	5.1030159e-05
7,031	Computational Fact Checking: A Content Management Perspective	2018	VLDB	4.8517185e-05
7,241	Data Integration and Machine Learning: A Natural Synergy	2018	VLDB	4.7867685e-05
7,642	Cross Modal Data Discovery over Structured and Unstructured Data Lakes	2023	VLDB	4.6856127e-05
7,746	Crossing the finish line faster when paddling the Data Lake with KAYAK	2017	VLDB	4.6573882e-05
7,838	Dependency-Driven Analytics: a Compass for Uncharted Data Oceans	2017	CIDR	4.6338262e-05
7,869	Solo: Data Discovery Using Natural Language Questions Via A Self-Supervised Approach	2023	SIGMOD	4.6275089e-05
8,121	LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes	2024	VLDB	4.5771143e-05
8,607	Unity Catalog: Open and Universal Governance for the Lakehouse and Beyond	2025	SIGMOD	4.4810982e-05
8,725	OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance From Database Query Event Logs	2023	VLDB	4.453957e-05
9,928	Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search	2024	VLDB	4.2470891e-05
9,960	QueryArtisan: Generating Data Manipulation Codes for Ad-hoc Analysis in Data Lakes	2025	VLDB	4.2254157e-05
10,636	CatDB: Data-catalog-guided, LLM-based Generation of Data-centric ML Pipelines	2025	VLDB	4.1905499e-05
10,653	OpenForge: Probabilistic Metadata Integration	2025	VLDB	4.1905499e-05
10,899	Towards an Objective Metric for Data Value Through Relevance	2024	CIDR	4.1905499e-05
11,066	Searching Data Lakes for Nested and Joined Data	2024	VLDB	4.1905499e-05
11,318	Kyrix-J: Visual Discovery of Connected Datasets in a Data Lake	2022	CIDR	4.1905499e-05
11,381	Fast Dataset Search with Earth Mover’s Distance	2022	VLDB	4.1905499e-05
11,522	A Demonstration of RELIC: A System for REtrospective Lineage InferenCe of Data Workflows	2021	VLDB	4.1905499e-05
11,670	Ursprung: Provenance for Large-Scale Analytics Environments	2019	SIGMOD	4.1905499e-05
11,672	Peering through the Dark: An Owl's View of Inter-job Dependencies and Jobs' Impact in Shared Clusters	2019	SIGMOD	4.1905499e-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
108	WebTables: Exploring the Power of Tables on the Web	2008	VLDB	0.00048345996
109	Dremel: Interactive Analysis of Web-Scale Datasets	2010	VLDB	0.00048217028
149	Trio: A System for Integrated Management of Data, Accuracy, and Lineage	2005	CIDR	0.00041085859
420	InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables	2012	SIGMOD	0.00023700634
1,278	DataHub: Collaborative Data Science & Dataset Version Management at Scale	2015	CIDR	0.00012851949
1,565	Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff	2015	VLDB	0.00011336478
1,831	Data Wrangling: The Challenging Journey from the Wild to the Lake	2015	CIDR	0.0001037061
3,351	Collaborative Data Analytics with DataHub	2015	VLDB	7.1859291e-05
8,137	Applying WebTables in Practice	2015	CIDR	4.5733935e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
3,360	Organizing Data Lakes for Navigation	2020	SIGMOD	7.1719486e-05
10,429	Unified Lineage System: Tracking Data Provenance at Scale	2025	SIGMOD	4.1905499e-05
10,449	Finding What You’re Looking For: A Distribution-Aware Dataset Search Engine in Action	2025	SIGMOD	4.1905499e-05
11,321	Building a Shared Conceptual Model of Complex, Heterogeneous Data Systems: A Demonstration	2022	CIDR	4.1905499e-05
11,633	Leveraging Organizational Resources to Adapt Models to New Data Modalities	2020	VLDB	4.1905499e-05
6,237	Self-Organizing Data Containers	2022	CIDR	5.1371094e-05
3,554	Data Management Projects at Google	2006	SIGMOD	6.9758494e-05
10,899	Towards an Objective Metric for Data Value Through Relevance	2024	CIDR	4.1905499e-05
12,294	The Case for a Structured Approach to Managing Unstructured Data	2009	CIDR	4.1905499e-05
4,327	Big Metadata: When Metadata is Big Data	2021	VLDB	6.2765351e-05