High-Throughput Ingestion for Video Warehouse: Comprehensive Configuration and Effective Exploration

Summary: Hippo enables real-time video ingestion via V-ETL, reframing analytics as a data-warehouse task for hundreds of streams. It defines a 1e7x larger configuration space, accuracy-aware search with graph embeddings and RL, plus clustering with MILP to maximize accuracy under latency, delivering 300 streams with >30% gains. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 7296
Venue: SIGMOD
Year: 2025
Pagerank: 4.1905499e-05
Overall Rank: 10,527 | 26.84%
DOI: 10.1145/3725407

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Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,103	Query-Aware Path Inference from Spatial Videos	2026	SIGMOD	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 18 of 18 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
183	Automatic Database Management System Tuning Through Large-scale Machine Learning	2017	SIGMOD	0.00036859633
510	An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning	2019	SIGMOD	0.00021420477
694	BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics	2020	VLDB	0.00018031141
779	QTune: A Query-Aware Database Tuning System with Deep Reinforcement Learning	2019	VLDB	0.00016719473
1,390	MIRIS: Fast Object Track Queries in Video	2020	SIGMOD	0.00012242018
3,995	ResTune: Resource Oriented Tuning Boosted by Meta-Learning for Cloud Databases	2021	SIGMOD	6.5475871e-05
4,017	Columnar Storage and List-based Processing for Graph Database Management Systems	2021	VLDB	6.5276062e-05
4,642	VIVA: An End-to-End System for Interactive Video Analytics	2022	CIDR	6.0214283e-05
4,703	Accelerating Approximate Aggregation Queries with Expensive Predicates	2021	VLDB	5.9793615e-05
4,799	Towards Dynamic and Safe Configuration Tuning for Cloud Databases	2022	SIGMOD	5.9082876e-05
4,865	OTIF: Efficient Tracker Pre-processing over Large Video Datasets	2022	SIGMOD	5.8627966e-05
5,168	FiGO: Fine-Grained Query Optimization in Video Analytics	2022	SIGMOD	5.6446115e-05
6,184	Top-K Deep Video Analytics: A Probabilistic Approach	2021	SIGMOD	5.1636368e-05
6,376	A Unified and Efficient Coordinating Framework for Autonomous DBMS Tuning	2023	SIGMOD	5.0861082e-05
6,868	Extract-Transform-Load for Video Streams	2023	VLDB	4.8982283e-05
7,036	Real-time Distributed Co-Movement Pattern Detection on Streaming Trajectories	2019	VLDB	4.850155e-05
7,922	Video-zilla: An Indexing Layer for Large-Scale Video Analytics	2022	SIGMOD	4.6114931e-05
10,947	Predictive and Near-Optimal Sampling for View Materialization in Video Databases	2024	SIGMOD	4.1905499e-05

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