VLDB 2021: Industrial Track Papers
All times are given to the Copenhagen local timezone at the conference time (CEST).
17Aug
openGauss: An Autonomous Database System [Download Paper] (Tsinghua University), (Tsinghua), (Tsinghua University), (Tsinghua University), (Tsinghua University), (Tsinghua University), (Tsinghua University), (Huawei), (Huawei)
Towards A Polyglot Framework for Factorized ML [Download Paper] (UC San Diego), (UC San Diego), (Oracle Labs), (University of California, San Diego), (University of California, San Diego)
tf.data: A Machine Learning Data Processing Framework [Download Paper] (Microsoft), (Google), (ETH Zurich), (Google)
SpeakNav: Voice-based Route Description Language Understanding for Template Driven Path Search [Download Paper] (Huazhong University of Science and Technology), (Huazhong University of Science and Technology), (Huazhong University of Science and Technology), (Didi Chuxing), (Didi Chuxing), (Zhejiang University), (Zhejiang University), (The Hong Kong University of Science and Technology), (Aalborg University)
Mixer: Efficiently Understanding and Retrieving Visual Content at Web-Scale [Download Paper] (Baidu Inc.), (Shandong University), (Baidu Inc.), (Baidu Inc.), (Ohio State U.)
18Aug
Not Black-Box Anymore! Enabling Analytics-Aware Optimizations in Teradata Vantage [Download Paper] (Teradata), (Teradata Labs), (Teradata Labs), (Teradata), (Teradata), (Teradata Labs), (Teradata Labs), (Teradata Labs), (Teradata Labs), (Teradata Labs)
Napa: Powering Scalable Data Warehousing with Robust Query Performance at Google [Download Paper] (Google Inc), (Google Inc), (Google), (Google Inc), (Google), (Google Inc), (Google Inc), (Google Inc), (Google Inc), (Google Inc), (Google, LLC), (Google Inc), (Google Inc), (Google Inc), (Google Inc), (Google Inc), (Google Inc), (Google Inc), (Google Inc), (Google Inc), (Google Inc), (Google Inc), (Google Inc), (Google Inc), (Google Inc), (Google Inc), (Google), (Google Inc), (Google Inc), (Google Inc), (Google Inc), (Google), (Google Inc), (Google Inc), (Google Inc), (Google Inc), (Google Inc), (Google Inc), (Google Inc), (Google), (Google), (Google), (Google Inc), (Google)
Invited Talk - The evolution of Amazon Redshift [Download Paper] (Amazon Web Services)
The End of Moore's Law and the Rise of The Data Processor [Download Paper] (Pliops), (Pliops), (Pliops), (Pliops), (Pliops), (Pliops), (Pliops), (Pliops), (Pliops), (Pliops), (Pliops), (Pliops), (Pliops), (Pliops)
The Art of Balance: A RateupDB Experience of Building a CPU/GPU Hybrid Database Product [Download Paper] (Rateup Inc.), (Rateup Inc.), (Rateup Inc.), (Rateup Inc.), (Rateup Inc.), (Rateup Inc.), (Ohio State U.)
RAMP-TAO: Layering Atomic Transactions on Facebook's Online TAO Data Store [Download Paper] (UC Berkeley), (Facebook, Inc.), (Facebook, Inc.), (Facebook, Inc.), (Facebook, Inc.), (Facebook, Inc.), (Rockset), (Sisu Data), (UC Berkeley), (UC Berkeley)
Hyperspace: The Indexing Subsystem of Azure Synapse [Download Paper] (Microsoft), (Microsoft), (Microsoft), (Microsoft Research), (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft)
Big Metadata : When Metadata is Big Data [Download Paper] (Google), (Google)
19Aug
Railgun: managing large streaming windows under MAD requirements [Download Paper] (Feedzai), (Feedzai), (Feedzai), (Feedzai)
Hazelcast Jet: Low-latency Stream Processing at the 99.99th Percentile [Download Paper] (Hazelcast Inc.), (Hazelcast Inc.), (Hazelcast Inc.), (Hazelcast Inc.), (Hazelcast Inc.), (Hazelcast Inc.), (Hazelcast Inc.), (Hazelcast Inc), (Hazelcast Inc.), (Hazelcast Inc.), (Hazelcast Inc.), (Hazelcast Inc.), (Hazelcast Inc.), (TU Delft), (TU Delft)
Watermarks in Stream Processing Systems: Semantics and Comparative Analysis of Apache Flink and Google Cloud Dataflow [Download Paper] (Oak Ridge National Laboratory), (Snowflake Inc), (Google Inc.), (Ververica GmbH), (Oak Ridge National Laboratory ), (Google Inc.), (Google Inc.), (Snowflake Inc.)
Tanium Reveal: A Federated Search Engine for Querying Unstructured File Data on Large Enterprise Networks [Download Paper] (Tanium), (Tanium), (Tanium)
Using VDMS to Index and Search 100M Images [Download Paper] (ApertureData), (Intel Corporation)
The Cosmos Big Data Platform at Microsoft: Over a Decade of Progress and a Decade to Look Forward [Download Paper] (Microsoft),, (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft), (Microsoft)
SparkCruise: Workload Optimization in Managed Spark Clusters at Microsoft [Download Paper] (Microsoft), (Microsoft), (Microsoft), (University of Wisconsin-Madison), (Microsoft), (Microsoft), (Microsoft), (Microsoft)
Fangorn: Adaptive Execution Framework for Heterogeneous Workloads on Shared Clusters [Download Paper] (Alibaba Group), (Alibaba), (Alibaba Group), ( Alibaba Group), (Alibaba Group), (Alibaba Group), ( Alibaba Group), (Alibaba Group), (Alibaba Group), (Alibaba Group), (Alibaba Group), (Alibaba Group), ( Alibaba Group), (Alibaba Group)
Davos: A System for Interactive Data-Driven Decision Making [Download Paper] (Einblick Analytics), (Einblick Analytics), (Einblick Analytics), (Einblick Analytics), (Einblick Analytics), (Einblick Analytics), (Einblick Analytics), (Einblick Analytics)
GraphScope: A Unified Engine For Big Graph Processing [Download Paper] (Alibaba Group), (Alibaba Group), (Alibaba Group), (Alibaba Group), (Alibaba Group), (Alibaba Group), (Alibaba Group), (Alibaba Grioup), (Alibaba Group), (Peking University & Alibaba Group), (Alibaba Group), (Alibaba Group), (Alibaba Group), (Alibaba Group), (Alibaba Group), (Alibaba Group), (Alibaba), (Alibaba Group)