Resource management in clouds: Survey and research challenges

B Jennings, R Stadler - Journal of Network and Systems Management, 2015 - Springer
Resource management in a cloud environment is a hard problem, due to: the scale of
modern data centers; the heterogeneity of resource types and their interdependencies; the …

The big data system, components, tools, and technologies: a survey

TR Rao, P Mitra, R Bhatt, A Goswami - Knowledge and Information …, 2019 - Springer
The traditional databases are not capable of handling unstructured data and high volumes
of real-time datasets. Diverse datasets are unstructured lead to big data, and it is laborious …

Context-aware computing, learning, and big data in internet of things: a survey

OB Sezer, E Dogdu… - IEEE Internet of Things …, 2017 - ieeexplore.ieee.org
Internet of Things (IoT) has been growing rapidly due to recent advancements in
communications and sensor technologies. Meanwhile, with this revolutionary transformation …

Cockroachdb: The resilient geo-distributed sql database

R Taft, I Sharif, A Matei, N VanBenschoten… - Proceedings of the …, 2020 - dl.acm.org
We live in an increasingly interconnected world, with many organizations operating across
countries or even continents. To serve their global user base, organizations are replacing …

Wisckey: Separating keys from values in ssd-conscious storage

L Lu, TS Pillai, H Gopalakrishnan… - ACM Transactions On …, 2017 - dl.acm.org
We present WiscKey, a persistent LSM-tree-based key-value store with a performance-
oriented data layout that separates keys from values to minimize I/O amplification. The …

[LLIBRE][B] Designing data-intensive applications: The big ideas behind reliable, scalable, and maintainable systems

M Kleppmann - 2017 - books.google.com
Data is at the center of many challenges in system design today. Difficult issues need to be
figured out, such as scalability, consistency, reliability, efficiency, and maintainability. In …

{HiKV}: a hybrid index {Key-Value} store for {DRAM-NVM} memory systems

F **a, D Jiang, J **ong, N Sun - 2017 USENIX Annual Technical …, 2017 - usenix.org
Hybrid memory systems consisting of DRAM and Non-Volatile Memory are promising to
persist data fast. The index design of existing key-value stores for hybrid memory fails to …

From infrastructure to culture: A/B testing challenges in large scale social networks

Y Xu, N Chen, A Fernandez, O Sinno… - Proceedings of the 21th …, 2015 - dl.acm.org
A/B testing, also known as bucket testing, split testing, or controlled experiment, is a
standard way to evaluate user engagement or satisfaction from a new service, feature, or …

C3: Cutting tail latency in cloud data stores via adaptive replica selection

L Suresh, M Canini, S Schmid… - 12th USENIX Symposium …, 2015 - usenix.org
Achieving predictable performance is critical for many distributed applications, yet difficult to
achieve due to many factors that skew the tail of the latency distribution even in well …

Choosing the right NoSQL database for the job: a quality attribute evaluation

JR Lourenço, B Cabral, P Carreiro, M Vieira… - Journal of Big Data, 2015 - Springer
For over forty years, relational databases have been the leading model for data storage,
retrieval and management. However, due to increasing needs for scalability and …