Everything as a service (XaaS) on the cloud: origins, current and future trends

Y Duan, G Fu, N Zhou, X Sun… - 2015 IEEE 8th …, 2015 - ieeexplore.ieee.org
For several years now, scientists have been proposing numerous models for defining
anything" as a service (aaS)", including discussions of products, processes, data & …

Multiple workflows scheduling in multi-tenant distributed systems: A taxonomy and future directions

MH Hilman, MA Rodriguez, R Buyya - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
Workflows are an application model that enables the automated execution of multiple
interdependent and interconnected tasks. They are widely used by the scientific community …

Datahub: Collaborative data science & dataset version management at scale

A Bhardwaj, S Bhattacherjee, A Chavan… - arXiv preprint arXiv …, 2014 - arxiv.org
Relational databases have limited support for data collaboration, where teams
collaboratively curate and analyze large datasets. Inspired by software version control …

Query from examples: An iterative, data-driven approach to query construction

H Li, CY Chan, D Maier - Proceedings of the VLDB Endowment, 2015 - dl.acm.org
In this paper, we propose a new approach, called Query from Examples (QFE), to help non-
expert database users construct SQL queries. Our approach, which is designed for users …

[HTML][HTML] Predominant intragenic methylation is associated with gene expression characteristics in a bivalve mollusc

MR Gavery, SB Roberts - PeerJ, 2013 - peerj.com
Abstract Characterization of DNA methylation patterns in the Pacific oyster, Crassostrea
gigas, indicates that this epigenetic mechanism plays an important functional role in gene …

Shotgun proteomics reveals physiological response to ocean acidification in Crassostrea gigas

E Timmins-Schiffman, WD Coffey, W Hua, BL Nunn… - BMC genomics, 2014 - Springer
Background Ocean acidification as a result of increased anthropogenic CO 2 emissions is
occurring in marine and estuarine environments worldwide. The coastal ocean experiences …

Decoding nonspecific interactions from nature

AD White, AK Nowinski, W Huang, AJ Keefe, F Sun… - Chemical …, 2012 - pubs.rsc.org
The interactions which govern chemical processes may be broadly categorized into specific
interactions, high activity for a certain target molecule, and nonspecific interactions, low …

Sqlshare: Results from a multi-year sql-as-a-service experiment

S Jain, D Moritz, D Halperin, B Howe… - Proceedings of the 2016 …, 2016 - dl.acm.org
We analyze the workload from a multi-year deployment of a database-as-a-service platform
targeting scientists and data scientists with minimal database experience. Our hypothesis …

Big biomedical data as the key resource for discovery science

AW Toga, I Foster, C Kesselman… - Journal of the …, 2015 - academic.oup.com
Modern biomedical data collection is generating exponentially more data in a multitude of
formats. This flood of complex data poses significant opportunities to discover and …

Provdb: Lifecycle management of collaborative analysis workflows

H Miao, A Chavan, A Deshpande - Proceedings of the 2nd Workshop on …, 2017 - dl.acm.org
As data-driven methods are becoming pervasive in a wide variety of disciplines, there is an
urgent need to develop scalable and sustainable tools to simplify the process of data …