Mashup: making serverless computing useful for hpc workflows via hybrid execution

RB Roy, T Patel, V Gadepally, D Tiwari - Proceedings of the 27th ACM …, 2022 - dl.acm.org
This work introduces Mashup, a novel strategy to leverage serverless computing model for
executing scientific workflows in a hybrid fashion by taking advantage of both the traditional …

Fusionfs: Toward supporting data-intensive scientific applications on extreme-scale high-performance computing systems

D Zhao, Z Zhang, X Zhou, T Li, K Wang… - … conference on big …, 2014 - ieeexplore.ieee.org
State-of-the-art, yet decades-old, architecture of high-performance computing systems has
its compute and storage resources separated. It thus is limited for modern data-intensive …

SciChain: Blockchain-enabled lightweight and efficient data provenance for reproducible scientific computing

A Al-Mamun, F Yan, D Zhao - 2021 IEEE 37th International …, 2021 - ieeexplore.ieee.org
The state-of-the-art for auditing and reproducing scientific applications on high-performance
computing (HPC) systems is through a data provenance subsystem. While recent advances …

In-memory blockchain: Toward efficient and trustworthy data provenance for hpc systems

A Al-Mamun, T Li, M Sadoghi… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
The state-of-the-art approaches for tracking data provenance on high-performance
computing (HPC) systems are either supported by file systems or relational databases …

BAASH: Lightweight, efficient, and reliable blockchain-as-a-service for hpc systems

AA Mamun, F Yan, D Zhao - … of the International Conference for High …, 2021 - dl.acm.org
Distributed resiliency becomes paramount to alleviate the growing costs of data movement
and I/Os while preserving the data accuracy in HPC systems. This paper proposes to adopt …

Hycache+: Towards scalable high-performance caching middleware for parallel file systems

D Zhao, K Qiao, I Raicu - 2014 14th IEEE/ACM International …, 2014 - ieeexplore.ieee.org
The ever-growing gap between the computation and I/O is one of the fundamental
challenges for future computing systems. This computation-I/O gap is even larger for modern …

Towards exploring data-intensive scientific applications at extreme scales through systems and simulations

D Zhao, N Liu, D Kimpe, R Ross… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
The state-of-the-art storage architecture of high-performance computing systems was
designed decades ago, and with today's scale and level of concurrency, it is showing …

Efficient scheduling of scientific workflows using hot metadata in a multisite cloud

J Liu, L Pineda, E Pacitti, A Costan… - … on Knowledge and …, 2018 - ieeexplore.ieee.org
Large-scale, data-intensive scientific applications are often expressed as scientific
workflows (SWfs). In this paper, we consider the problem of efficient scheduling of a large …

A survey of simulation provenance systems: modeling, capturing, querying, visualization, and advanced utilization

YK Suh, KY Lee - Human-centric Computing and Information Sciences, 2018 - Springer
Research and education through computer simulation has been actively conducted in
various scientific and engineering fields including computational science engineering …

Data security issues in maas-enabling platforms

F Callegati, S Giallorenzo, A Melis… - 2016 IEEE 2nd …, 2016 - ieeexplore.ieee.org
Mobility as a Service takes the concept of XaaS to transportation: a MaaS provider shall
merge transport options from different mobility providers, seamlessly handling the whole …