A survey on NoSQL stores

A Davoudian, L Chen, M Liu - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
Recent demands for storing and querying big data have revealed various shortcomings of
traditional relational database systems. This, in turn, has led to the emergence of a new kind …

Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks

A Fernández, S del Río, V López… - … : Data Mining and …, 2014 - Wiley Online Library
The term 'Big Data'has spread rapidly in the framework of Data Mining and Business
Intelligence. This new scenario can be defined by means of those problems that cannot be …

大数据系统综述

李学龙, 龚海刚 - 2015 - ir.opt.ac.cn
摘要随着科学, 技术和工程的迅猛发展, 近20 年来, 许多领域(如光学观测, 光学监控, 健康医护,
传感器, 用户数据, 互联网和金融公司以及供应链系统) 都产生了海量的数据(更恰当的描述或许 …

[PDF][PDF] 云计算环境下的分布存储关键技术

王意洁, 孙伟东, 周松, 裴晓强, 李小勇 - 软件学报, 2012 - jos.org.cn
云计算作为下一代计算模式, 在科学计算和商业计算领域均发挥着重要作用,
受到当前学术界和企业界的广泛关注. 云计算环境下的分布存储主要研究数据在数据中心上的 …

Netcache: Balancing key-value stores with fast in-network caching

X Jin, X Li, H Zhang, R Soulé, J Lee, N Foster… - Proceedings of the 26th …, 2017 - dl.acm.org
We present NetCache, a new key-value store architecture that leverages the power and
flexibility of new-generation programmable switches to handle queries on hot items and …

Boki: Stateful serverless computing with shared logs

Z Jia, E Witchel - Proceedings of the ACM SIGOPS 28th Symposium on …, 2021 - dl.acm.org
Boki is a new serverless runtime that exports a shared log API to serverless functions. Boki
shared logs enable stateful serverless applications to manage their state with durability …

Faster and cheaper serverless computing on harvested resources

Y Zhang, Í Goiri, GI Chaudhry, R Fonseca… - Proceedings of the …, 2021 - dl.acm.org
Serverless computing is becoming increasingly popular due to its ease of programming, fast
elasticity, and fine-grained billing. However, the serverless provider still needs to provision …

From scaling disparities to integrated parallelism: A decathlon for a decade

PJ Winzer, DT Neilson - Journal of Lightwave Technology, 2017 - ieeexplore.ieee.org
Based on a variety of long-term network traffic data from different geographies and
applications, in addition to long-term scaling trends of key information and communication …

Big data: A survey

M Chen, S Mao, Y Liu - Mobile networks and applications, 2014 - Springer
In this paper, we review the background and state-of-the-art of big data. We first introduce
the general background of big data and review related technologies, such as could …

Toward scalable systems for big data analytics: A technology tutorial

H Hu, Y Wen, TS Chua, X Li - IEEE access, 2014 - ieeexplore.ieee.org
Recent technological advancements have led to a deluge of data from distinctive domains
(eg, health care and scientific sensors, user-generated data, Internet and financial …