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Resource management in clouds: Survey and research challenges
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 …
modern data centers; the heterogeneity of resource types and their interdependencies; the …
The big data system, components, tools, and technologies: a survey
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 …
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
Internet of Things (IoT) has been growing rapidly due to recent advancements in
communications and sensor technologies. Meanwhile, with this revolutionary transformation …
communications and sensor technologies. Meanwhile, with this revolutionary transformation …
Cockroachdb: The resilient geo-distributed sql database
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 …
countries or even continents. To serve their global user base, organizations are replacing …
Wisckey: Separating keys from values in ssd-conscious storage
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 …
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 …
figured out, such as scalability, consistency, reliability, efficiency, and maintainability. In …
{HiKV}: a hybrid index {Key-Value} store for {DRAM-NVM} memory systems
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 …
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 …
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
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 …
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
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 …
retrieval and management. However, due to increasing needs for scalability and …