Big data and cloud computing: current state and future opportunities
Scalable database management systems (DBMS)---both for update intensive application
workloads as well as decision support systems for descriptive and deep analytics---are a …
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
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 …
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
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) …
coming years and be replaced by a new architectural pattern, the Lakehouse, which will (i) …
The case for learned index structures
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 …
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
Function-as-a-Service (FaaS) platforms and" serverless" cloud computing are becoming
increasingly popular. Current FaaS offerings are targeted at stateless functions that do …
increasingly popular. Current FaaS offerings are targeted at stateless functions that do …
Spanner: Google's globally distributed database
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 …
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
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 …
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 …
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
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 …
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 …
attention in the media and blogosphere. To some, cloud computing seems to be little more …