Zobrazeno 1 - 10
of 14
pro vyhledávání: '"Ashraf Mahgoub"'
Publikováno v:
BMC Bioinformatics, Vol 23, Iss 1, Pp 1-26 (2022)
Abstract Background Sequencing technologies are prone to errors, making error correction (EC) necessary for downstream applications. EC tools need to be manually configured for optimal performance. We find that the optimal parameters (e.g., k-mer siz
Externí odkaz:
https://doaj.org/article/d22955170be74e83a2d1f14a6bac79bc
Autor:
Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Eshaan Minocha, Sameh Elnikety, Saurabh Bagchi, Somali Chaterji
Publikováno v:
Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems.
We characterize production workloads of serverless DAGs at a major cloud provider. Our analysis highlights two major factors that limit performance: (a) lack of efficient communication methods between the serverless functions in the DAG, and (b) stra
Publikováno v:
BMC Bioinformatics
BMC Bioinformatics, Vol 23, Iss 1, Pp 1-26 (2022)
BMC Bioinformatics, Vol 23, Iss 1, Pp 1-26 (2022)
Sequencing technologies are prone to errors, making error correction (EC) necessary for downstream applications. EC tools need to be manually configured for optimal performance. We find that the optimal parameters (e.g., k-mer size) are both tool- an
Publikováno v:
CLOUD
With diverse IoT workloads, placing compute and analytics close to where data is collected is becoming increasingly important. We seek to understand what is the performance and the cost implication of running analytics on IoT data at the various avai
Autor:
Zbigniew Kalbarczyk, Rakesh Kumar, William Kramer, Saurabh Jha, Xiaohui Carol Song, Rajesh Kalyanam, Ravishankar K. Iyer, Stephen Lien Harrell, Ashraf Mahgoub, Saurabh Bagchi
Publikováno v:
DSN
Node downtime and failed jobs in a computing cluster translate into wasted resources and user dissatisfaction. Therefore understanding why nodes and jobs fail in HPC clusters is essential. This paper provides analyses of node and job failures in two
Publikováno v:
Scientific Reports, Vol 10, Iss 1, Pp 1-2 (2020)
An amendment to this paper has been published and can be accessed via a link at the top of the paper.
Publikováno v:
Scientific Reports
Scientific Reports, Vol 9, Iss 1, Pp 1-13 (2019)
Scientific Reports, Vol 9, Iss 1, Pp 1-13 (2019)
The performance of most error-correction (EC) algorithms that operate on genomics reads is dependent on the proper choice of its configuration parameters, such as the value of k in k-mer based techniques. In this work, we target the problem of findin
Publikováno v:
2019 Boston, Massachusetts July 7- July 10, 2019.
Precision agriculture (Precision AG) provides accurate farming techniques through advanced monitoring, measuring and timely decisions. Powered by NoSQL datastores, agricultural processing pipelines can now scale to levels beyond what can be achieved
Publikováno v:
2019 Boston, Massachusetts July 7- July 10, 2019.
Publikováno v:
CoNLL
Conversational AI systems are gaining a lot of attention recently in both industrial and scientific domains, providing a natural way of interaction between customers and adaptive intelligent systems. A key requirement in these systems is the ability