28 citations · 45 across the 8 of their papers we have counts for
8 papers
Optimization towards Efficiency and Stateful of dispel4py
Liang Liang, Heting Zhang, Guang Yang +2
Scientific workflows bridge scientific challenges with computational resources. While dispel4py, a stream-based workflow system, offers mappings to parallel enactment engines like…
DNA Storage Error Simulator: A Tool for Simulating Errors in Synthesis, Storage, PCR and Sequencing
Jamie J. Alnasir, Thomas Heinis, Louis Carteron
DNA has many valuable characteristics that make it suitable for a long-term storage medium, in particular its durability and high information density. DNA can be stored safely for…
DNA data storage, sequencing data-carrying DNA
Jasmine Quah, Omer Sella, Thomas Heinis
DNA is a leading candidate as the next archival storage media due to its density, durability and sustainability. To read (and write) data DNA storage exploits technology that has b…
Shift-Table: A Low-latency Learned Index for Range Queries using Model Correction
Ali Hadian, Thomas Heinis
Indexing large-scale databases in main memory is still challenging today. Learned index structures -- in which the core components of classical indexes are replaced with machine le…
Hands-off Model Integration in Spatial Index Structures
Ali Hadian, Ankit Kumar, Thomas Heinis
Spatial indexes are crucial for the analysis of the increasing amounts of spatial data, for example generated through IoT applications. The plethora of indexes that has been develo…
COAX: Correlation-Aware Indexing on Multidimensional Data with Soft Functional Dependencies
Ali Hadian, Behzad Ghaffari, Taiyi Wang +1
Recent work proposed learned index structures, which learn the distribution of the underlying dataset to improve performance. The initial work on learned indexes has shown that by…