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: 7295
Venue: SIGMOD
Year: 2025
Pagerank: 4.1945683e-05
Overall Rank: 10,518 | 26.83%
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	4.1945683e-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	0.00036721403
514	An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning	2019	SIGMOD	0.0002124895
696	BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics	2020	VLDB	0.00018048935
782	QTune: A Query-Aware Database Tuning System with Deep Reinforcement Learning	2019	VLDB	0.00016729063
1,388	MIRIS: Fast Object Track Queries in Video	2020	SIGMOD	0.00012260926
3,522	ResTune: Resource Oriented Tuning Boosted by Meta-Learning for Cloud Databases	2021	SIGMOD	7.0096727e-05
4,012	Columnar Storage and List-based Processing for Graph Database Management Systems	2021	VLDB	6.5335884e-05
4,641	VIVA: An End-to-End System for Interactive Video Analytics	2022	CIDR	6.027004e-05
4,712	Accelerating Approximate Aggregation Queries with Expensive Predicates	2021	VLDB	5.9787986e-05
4,842	Towards Dynamic and Safe Configuration Tuning for Cloud Databases	2022	SIGMOD	5.8826802e-05
4,865	OTIF: Efficient Tracker Pre-processing over Large Video Datasets	2022	SIGMOD	5.8684353e-05
5,173	FiGO: Fine-Grained Query Optimization in Video Analytics	2022	SIGMOD	5.6447253e-05
6,182	Top-K Deep Video Analytics: A Probabilistic Approach	2021	SIGMOD	5.1682689e-05
6,379	A Unified and Efficient Coordinating Framework for Autonomous DBMS Tuning	2023	SIGMOD	5.0909479e-05
6,877	Extract-Transform-Load for Video Streams	2023	VLDB	4.8974054e-05
7,037	Real-time Distributed Co-Movement Pattern Detection on Streaming Trajectories	2019	VLDB	4.8548122e-05
7,922	Video-zilla: An Indexing Layer for Large-Scale Video Analytics	2022	SIGMOD	4.615892e-05
10,944	Predictive and Near-Optimal Sampling for View Materialization in Video Databases	2024	SIGMOD	4.1945683e-05

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