VOST: A case study in voluntary digital participation for collaborative emergency management

R Fathi, D Thom, S Koch, T Ertl, F Fiedrich - Information Processing & …, 2020 - Elsevier
Abstract Virtual Operations Support Teams (VOSTs) are a novel form of organized
intelligence-gathering effort that has recently appeared in the emergency management and …

Exploring the applicability of test driven development in the big data domain

D Staegemann, M Volk, N Jamous, K Turowski - 2020 - aisel.aisnet.org
Big data analytics and the according applications have gained huge importance in daily life.
This results on the one hand from their versatility and on the other hand from their capability …

The LDBC Graphalytics Benchmark

A Iosup, A Musaafir, A Uta, AP Pérez… - arXiv preprint arXiv …, 2020 - arxiv.org
In this document, we describe LDBC Graphalytics, an industrial-grade benchmark for graph
analysis platforms. The main goal of Graphalytics is to enable the fair and objective …

Generalizing streaming pipeline design for big data

K Rengarajan, VK Menon - Machine Intelligence and Signal Processing …, 2020 - Springer
Streaming data refers to the data that is sent to a cloud or a processing centre in real time.
Even though we have limited exposure to such applications that can process data streams …

Benchmarking graph data management and processing systems: A survey

M Dayarathna, T Suzumura - arXiv preprint arXiv:2005.12873, 2020 - arxiv.org
The development of scalable, representative, and widely adopted benchmarks for graph
data systems have been a question for which answers has been sought for decades. We …

SparkAIBench: A Benchmark to Generate AI Workloads on Spark

Z Liu, X Zuo, Z Li, R Han - … Symposium, Bench 2019, Denver, CO, USA …, 2020 - Springer
With the rapid development of artificial intelligence and cloud computing technologies, more
and more workloads embed AI algorithms are deploying on cloud systems. For lack of …

Tutorial on Benchmarking Big Data Analytics Systems

T Ivanov, R Singhal - Companion of the ACM/SPEC International …, 2020 - dl.acm.org
The proliferation of big data technology and faster computing systems led to pervasions of AI
based solutions in our life. There is need to understand how to benchmark systems used to …

AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite

W Gao, F Tang, J Zhan, C Lan, C Luo, L Wang… - arXiv preprint arXiv …, 2020 - arxiv.org
Domain-specific software and hardware co-design is encouraging as it is much easier to
achieve efficiency for fewer tasks. Agile domain-specific benchmarking speeds up the …

[引用][C] BIG DATA VERACITY

MJ AL

[引用][C] A REVIEW OF BIG DATA VERACITY, OPPORTUNITIES AND CHALLENGES

MJ ALI, DRM NAEEM