Big data and cloud computing: current state and future opportunities

D Agrawal, S Das, A El Abbadi - … of the 14th international conference on …, 2011 - dl.acm.org
Scalable database management systems (DBMS)---both for update intensive application
workloads as well as decision support systems for descriptive and deep analytics---are a …

A survey of large scale data management approaches in cloud environments

S Sakr, A Liu, DM Batista… - … communications surveys & …, 2011 - ieeexplore.ieee.org
In the last two decades, the continuous increase of computational power has produced an
overwhelming flow of data. Moreover, the recent advances in Web technology has made it …

[PDF][PDF] Lakehouse: a new generation of open platforms that unify data warehousing and advanced analytics

M Armbrust, A Ghodsi, R Xin… - Proceedings of …, 2021 - 15721.courses.cs.cmu.edu
This paper argues that the data warehouse architecture as we know it today will wither in the
coming years and be replaced by a new architectural pattern, the Lakehouse, which will (i) …

The case for learned index structures

T Kraska, A Beutel, EH Chi, J Dean… - Proceedings of the 2018 …, 2018 - dl.acm.org
Indexes are models: a\btree-Index can be seen as a model to map a key to the position of a
record within a sorted array, a Hash-Index as a model to map a key to a position of a record …

Cloudburst: Stateful functions-as-a-service

V Sreekanti, C Wu, XC Lin, J Schleier-Smith… - arXiv preprint arXiv …, 2020 - arxiv.org
Function-as-a-Service (FaaS) platforms and" serverless" cloud computing are becoming
increasingly popular. Current FaaS offerings are targeted at stateless functions that do …

Spanner: Google's globally distributed database

JC Corbett, J Dean, M Epstein, A Fikes, C Frost… - ACM Transactions on …, 2013 - dl.acm.org
Spanner is Google's scalable, multiversion, globally distributed, and synchronously
replicated database. It is the first system to distribute data at global scale and support …

DepSky: dependable and secure storage in a cloud-of-clouds

A Bessani, M Correia, B Quaresma, F André… - Acm transactions on …, 2013 - dl.acm.org
The increasing popularity of cloud storage services has lead companies that handle critical
data to think about using these services for their storage needs. Medical record databases …

NoSQL databases: a step to database scalability in web environment

J Pokorny - Proceedings of the 13th International Conference on …, 2011 - dl.acm.org
The paper is focused on so called NoSQL databases. In context of cloud computing,
architectures and basic features of these databases are studied, particularly their horizontal …

{LSM-trie}: An {LSM-tree-based}{Ultra-Large}{Key-Value} Store for Small Data Items

X Wu, Y Xu, Z Shao, S Jiang - 2015 USENIX Annual Technical …, 2015 - usenix.org
Key-value (KV) stores have become a backbone of large-scale applications in today's data
centers. The data set of the store on a single server can grow to billions of KV items or many …

[PDF][PDF] Data management in the cloud: Limitations and opportunities.

DJ Abadi - IEEE Data Eng. Bull., 2009 - academia.edu
Recently the cloud computing paradigm has been receiving significant excitement and
attention in the media and blogosphere. To some, cloud computing seems to be little more …