Industry Talks
Big Data and Cloud: Challenges in Accelerating Analytics
Tuesday, August 28, 2018 | 11:00 AM–12:30 PM | Segóvia III
Demo Sessions
Demo Session A
Dhalion in Action: Automatic Management of Streaming Applications
Avrilia Floratou, Ashvin Agrawal
Demo Session C
FASTER: An Embedded Concurrent Key-Value Store for State Management
Badrish Chandramouli, Guna Prasaad, Donald Kossmann, Justin Levandoski, James Hunter, Mike Barnett
Demo Session D
Ease.ml in Action: Towards Multi-tenant Declarative Learning Services
Bojan Karlaš, Ji Liu, Wentao Wu, Ce Zhang
HypDB: A Demonstration of Detecting, Explaining and Resolving Bias in OLAP queries
Babak Salimi, Dan Suciu, Johannes Gehrke
Research Sessions
Research Session: Database Techniques for Machine Learning
Tuesday, August 28, 2018 | 11:00 AM–12:30 PM | Segóvia I
ML Bench: Benchmarking Machine Learning Services Against Human Experts
Yu Liu, Hantian Zhang, Luyuan Zeng, Wentao Wu, Ce Zhang
Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads
Tian Li, Jie Zhong, Ji Liu, Wentao Wu, Ce Zhang
Research Session: Stream Processing
Wednesday, August 29, 2018 | 10:15 AM–11:30 AM | Segóvia II
Chi: A Scalable and Programmable Control Plane for Distributed Stream Processing Systems
Luo Mai, Kai Zeng, Rahul Potharaju, Le Xu, Steve Suh, Shivaram Venkataraman, Paolo Costam, Terry Kim, Saravanan Muthukrishnan, Vamsi Kuppa, Sudheer Dhulipalla, Sriram Rao
Research Session: High Performance Transaction Processing
Wednesday, August 29, 2018 | 4:00 PM–5:30 PM | Segóvia II
Exploiting Coroutines to Attack the “Killer Nanoseconds” [Experiments and Analyses]
Christopher Jonathan, Umar Farooq Minhas, James Hunter, Justin Levandoski, Gor Nishanov
Research Session: Data Cleaning and Extraction
Wednesday, August 29, 2018 | 4:00 PM–5:30 PM | El Pardo I
Transform-Data-by-Example (TDE): Extensible Data Transformation using Functions
Yeye He, Xu Chu, Kris Ganjam, Yudian Zheng, Vivek Narasayya, Surajit Chaudhuri
Research Session: Data Center Scale Query Techniques
Thursday, August 30, 2018 | 11:00 AM–12:30 PM | Segóvia II
Selecting Subexpressions to Materialize at Datacenter Scale
Alekh Jindal, Konstantinos Karanasos, Sriram Rao, Hiren Patel
Research Session: Advanced Queries
Thursday, August 30, 2018 | 11:00 AM–12:30 PM | Segóvia II
Efficient Estimation of Inclusion Coefficient using HyperLogLog Sketches
Azade Nazi, Bolin Ding, Vivek Narasayya, Surajit Chaudhuri
Stylus: A Strongly-Typed Store for Serving Massive RDF Data
Liang He, Bin Shao, Yatao Li, Huanhuan Xia, Yanghua Xiao, Enhong Chen, Liang Chen
Research Session: High Performance Platforms
Thursday, August 30, 2018 | 2:00 PM–3:30 PM | Segóvia II
Froid: Optimization of Imperative Programs in a Relational Database
Karthik Ramachandra, Kwanghyun Park, K. Venkatesh Emani, Alan Halverson, Cesar Galindo-Legaria, Conor Cunningham
Research Session: Query Execution and Optimization
Thursday, August 30, 2018 | 2:00 PM–3:30 PM | Segóvia III
Plan Stitch: Harnessing the Best of Many Plans
Bailu Ding, Sudipto Das, Wentao Wu, Surajit Chaudhuri, Vivek Narasayya
BzTree: A High-Performance Latch-free Range Index for Non-Volatile Memory
Joy Arulraj, Justin Levandoski, Umar Farooq Minhas, Per-Ake Larson
Research Session: Cloud
Thursday, August 30, 2018 | 4:00 PM–5:30 PM | Segóvia II
Bubble Execution: Resource-aware Reliable Analytics at Cloud Scale
Zhicheng Yin, Jin Sun, Ming Li, Jaliya Ekanayake, Haibo Lin, Marc Friedman, Jose Blakeley, Clemens Szyperski, Nikhil Devanur