For many years, the highest energy cost in processing has been data movement rather than computation, and energy is the limiting factor in processor design [21]. As the data needed …
Modern stream processing systems often rely on embedded key-value stores, like RocksDB, to manage the state of long-running computations. Evaluating the performance of these …
NB Seghier, O Kazar - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Big Data is an ensemble of technologies founded on NoSQL databases that enable scalability of volumes, numbers, and data types. NoSQL databases assert that their …
Big data frameworks such as Apache Spark is becoming prominent to perform large-scale data analytics jobs in various domains. However, due to limited resource availability, the …
X Zhan, Y Bao, C Bienia, K Li - ACM SIGARCH Computer Architecture …, 2017 - dl.acm.org
Benchmarks play a very important role in accelerating the development and research of CMP. As one of them, the PARSEC suite continues to be updated and revised over and over …
The world is entering the data revolution era. Along with the latest advancements of the Internet, Artificial Intelligence (AI), mobile devices, autonomous driving, and Internet of …
Today's Internet Services are undergoing fundamental changes and shifting to an intelligent computing era where AI is widely employed to augment services. In this context, many …
Abstract As Big Data processing often takes a long time and needs a lot of resources, sampling and approximate computing techniques may be used to generate a desired …