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Heteroos: Os design for heterogeneous memory management in datacenter
Heterogeneous memory management combined with server virtualization in datacenters is
expected to increase the software and OS management complexity. State-of-the-art …
expected to increase the software and OS management complexity. State-of-the-art …
Optimizing grouped aggregation in geo-distributed streaming analytics
Large quantities of data are generated continuously over time and from disparate sources
such as users, devices, and sensors located around the globe. This results in the need for …
such as users, devices, and sensors located around the globe. This results in the need for …
Trading timeliness and accuracy in geo-distributed streaming analytics
Many applications must ingest rapid data streams and produce analytics results in near-real-
time. It is increasingly common for inputs to such applications to originate from …
time. It is increasingly common for inputs to such applications to originate from …
A TTL-based approach for data aggregation in geo-distributed streaming analytics
Streaming analytics require real-time aggregation and processing of geographically
distributed data streams continuously over time. The typical analytics infrastructure for …
distributed data streams continuously over time. The typical analytics infrastructure for …
Optimizing timeliness and cost in geo-distributed streaming analytics
B Heintz, A Chandra… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Rapid data streams are generated continuously from diverse sources including users,
devices, and sensors located around the globe. This results in the need for efficient geo …
devices, and sensors located around the globe. This results in the need for efficient geo …
An experimental evaluation of garbage collectors on big data applications
Popular big data frameworks, ranging from Hadoop MapReduce to Spark, rely on garbage-
collected languages, such as Java and Scala. Big data applications are especially sensitive …
collected languages, such as Java and Scala. Big data applications are especially sensitive …
Mnemo: Boosting memory cost efficiency in hybrid memory systems
For hosting data-serving and caching workloads based on key-value stores in clouds, the
cost of memory represents a significant portion of the hosting expenses. The emergence of …
cost of memory represents a significant portion of the hosting expenses. The emergence of …
Accelerating columnar storage based on asynchronous skip** strategy
W Li, Z Yang, L Deng, Z Cheng, W Wen, Y He - Big Data Research, 2023 - Elsevier
Many database applications, such as OnLine Analytical Processing (OLAP), web-based
information extraction or scientific computation, need to select a subset of fields based on …
information extraction or scientific computation, need to select a subset of fields based on …
{ELF}:{Efficient} Lightweight Fast Stream Processing at Scale
Stream processing has become a key means for gaining rapid insights from webserver-
captured data. Challenges include how to scale to numerous, concurrently running …
captured data. Challenges include how to scale to numerous, concurrently running …
System and method for supporting a reference store in a distributed computing environment
H Raja, C Purdy, G Gleyzer - US Patent 9,934,246, 2018 - Google Patents
(57) ABSTRACT A system and method support a reference store in a distrib uted computing
environment such as a distributed data grid. The system associates a ticket with the …
environment such as a distributed data grid. The system associates a ticket with the …