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ORCID9th CIDR 2019: Asilomar, CA, USA
- 9th Biennial Conference on Innovative Data Systems Research, CIDR 2019, Asilomar, CA, USA, January 13-16, 2019, Online Proceedings. www.cidrdb.org 2019
Keynote
- Karin Strauss, Luis Ceze:
DNA Data Storage and Near-Molecule Processing for the Yottabyte Era. CIDR 2019
Session 1: Hardware-Conscious Query Processing
- Raja Appuswamy, Kevin Le Brigand, Pascal Barbry, Marc Antonini, Olivier Madderson, Paul S. Freemont, James McDonald, Thomas Heinis:
OligoArchive: Using DNA in the DBMS storage hierarchy. - Periklis Chrysogelos, Panagiotis Sioulas, Anastasia Ailamaki:
Hardware-conscious Query Processing in GPU-accelerated Analytical Engines. - Alberto Lerner, Rana Hussein, Philippe Cudré-Mauroux:
The Case for Network Accelerated Query Processing. - Gustavo Alonso, Carsten Binnig, Ippokratis Pandis, Kenneth Salem, Jan Skrzypczak, Ryan Stutsman, Lasse Thostrup, Tianzheng Wang, Zeke Wang, Tobias Ziegler:
DPI: The Data Processing Interface for Modern Networks.
Session 2A: Cloud
- Joseph M. Hellerstein, Jose M. Faleiro, Joseph Gonzalez, Johann Schleier-Smith, Vikram Sreekanti, Alexey Tumanov, Chenggang Wu:
Serverless Computing: One Step Forward, Two Steps Back. - Johannes Gehrke, Lindsay Allen, Panagiotis Antonopoulos, Arvind Arasu, Joachim Hammer, James Hunter, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy, Srinath T. V. Setty, Jakub Szymaszek, Alexander van Renen, Jonathan Lee, Ramarathnam Venkatesan:
Veritas: Shared Verifiable Databases and Tables in the Cloud.
Session 2B: Querying Sensitive Data
- Ios Kotsogiannis, Yuchao Tao, Ashwin Machanavajjhala, Gerome Miklau, Michael Hay:
Architecting a Differentially Private SQL Engine. - Rajesh Bordawekar, Oded Shmueli:
Exploiting Latent Information in Relational Databases via Word Embedding and Application to Degrees of Disclosure.
Session 3: New Approaches to Building Systems and Applications
- Holger Pirk, Jana Giceva, Peter R. Pietzuch:
Thriving in the No Man's Land between Compilers and Databases. - Alexander J. Ratner, Braden Hancock, Christopher Ré:
The Role of Massively Multi-Task and Weak Supervision in Software 2.0. - Sandeep Tata, Vlad Panait, Suming J. Chen, Mike Colagrosso:
ItemSuggest: A Data Management Platform for Machine Learned Ranking Services. - Stratos Idreos, Niv Dayan, Wilson Qin, Mali Akmanalp, Sophie Hilgard, Andrew Ross, James Lennon, Varun Jain, Harshita Gupta, David Li, Zichen Zhu:
Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn. - Tim Kraska, Mohammad Alizadeh, Alex Beutel, Ed H. Chi, Ani Kristo, Guillaume Leclerc, Samuel Madden
, Hongzi Mao, Vikram Nathan:
SageDB: A Learned Database System.
Keynote
- Mark Ramsay:
Using Bots, Machine Learning & Pipelines to create a modern data management environment. CIDR 2019
Session 4: Query Optimization
- Michael J. Freitag, Thomas Neumann:
Every Row Counts: Combining Sketches and Sampling for Accurate Group-By Result Estimates. - Andreas Kipf, Thomas Kipf, Bernhard Radke, Viktor Leis, Peter A. Boncz, Alfons Kemper:
Learned Cardinalities: Estimating Correlated Joins with Deep Learning. - Ryan Marcus, Olga Papaemmanouil:
Towards a Hands-Free Query Optimizer through Deep Learning.
Session 5: Multimedia and Multimodal
- Sanjay Krishnan, Adam Dziedzic, Aaron J. Elmore:
DeepLens: Towards a Visual Data Management System. - Daniel Kang, Peter Bailis, Matei Zaharia:
Challenges and Opportunities in DNN-Based Video Analytics: A Demonstration of the BlazeIt Video Query Engine. - Wenbo Tao, Xiaoyu Liu, Çagatay Demiralp, Remco Chang, Michael Stonebraker:
Kyrix: Interactive Visual Data Exploration at Scale. - Codi J. Burley, Arnab Nandi:
ARQuery: Hallucinating Analytics over Real-World Data using Augmented Reality. - Immanuel Trummer:
Data Vocalization with CiceroDB.
Session 6: Data Integration and Evolution
- Tobias Bleifuß, Leon Bornemann, Dmitri V. Kalashnikov, Felix Naumann, Divesh Srivastava:
DBChEx: Interactive Exploration of Data and Schema Change. - Zack Ives, Yi Zhang, Soonbo Han, Nan Zheng:
Dataset Relationship Management. - Zhongjun Jin, Christopher Baik, Michael J. Cafarella, H. V. Jagadish, Yuze Lou:
Demonstration of a Multiresolution Schema Mapping System.
Session 7: System Correctness and Performance
- Shrainik Jain, Jiaqi Yan, Thierry Cruanes, Bill Howe:
Database-Agnostic Workload Management. - Zuyu Zhang, Harshad Deshmukh, Jignesh M. Patel:
Data Partitioning for In-Memory Systems: Myths, Challenges, and Opportunities. - Anastasios Arvanitis, Shivnath Babu, Eric Chu, Adrian Popescu, Alkis Simitsis, Kevin Wilkinson:
Automated Performance Management for the Big Data Stack. - Lennart Oldenburg, Xiangfeng Zhu, Kamala Ramasubramanian, Peter Alvaro:
Fixed It For You: Protocol Repair Using Lineage Graphs. - Martin L. Kersten, Stefan Manegold, Ying Zhang, Panos Kuoutsourakis:
SQALPEL: A database performance platform.
Gong Show
- Seyedehsharareh Mirzargar:
Elastic In-Memory Transaction Processing for Multi-Tenant Database Systems. - Danica Porobic:
Revisiting RISC-style Data Management System Design. - Jun Hyung Shin, Florin Rusu, Alex Suhan:
Selectivity Computation for In-Memory Query Optimization. - Andrew Crotty:
NullDB: Instantaneously Answering Any OLAP Query. - Stella Giannakopoulou:
Query-Driven Data Cleaning for Exploratory Queries. - Carl Nuessle:
Bringing Databases up to Pocket-Scale. - Rebecca Taft:
Making Neural Network Optimizers Practical. - Huanchen Zhang:
The End of the x86 Dominance in Databases? - Eugene Wu:
Crazy Idea! Databases ⨝ Reinforcement-learning Research (CIDR2). - Eric Lo:
Decentralized Search on Decentralized Web. - Philip A. Bernstein, Todd Porter, Rahul Potharaju, Alejandro Z. Tomsic, Shivaram Venkataraman, Wentao Wu:
Serverless Event-Stream Processing over Virtual Actors. - Mark Callaghan:
Diversity of LSM tree shapes. - Johann Schleier-Smith:
Serverless Foundations for Elastic Database Systems. - Pat Helland:
The I's Have It: Identity, Immutability, Idempotence, and Interchangeability Form the Backbone of Distributed Computing. - Nesime Tatbul:
Tools for Advanced Time Series Analytics: Enabling the Future. - Christine Reilly:
Storing and Querying Social Graph Data on a Variety of Distributed Systems. - Marcus Paradies:
CryoDrill: Near-Data Processing in Deep and Cold Storage Hierarchies. - Christoph Bussler:
Calling a Server-Less Function from a Container-Based System: Why This Fad? - Mehul Shah:
Data warehouses are dead, long live data warehousing!
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