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 Markus Weimer

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Average citations per article3.80
Citation Count19
Publication count5
Publication years2013-2017
Available for download4
Average downloads per article762.00
Downloads (cumulative)3,048
Downloads (12 Months)508
Downloads (6 Weeks)54
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1 published by ACM
October 2017 ACM Transactions on Computer Systems (TOCS): Volume 35 Issue 2, October 2017
Publisher: ACM
Bibliometrics:
Citation Count: 0
Downloads (6 Weeks): 45,   Downloads (12 Months): 198,   Downloads (Overall): 198

Full text available: PDFPDF
Resource Managers like YARN and Mesos have emerged as a critical layer in the cloud computing system stack, but the developer abstractions for leasing cluster resources and instantiating application logic are very low level. This flexibility comes at a high cost in terms of developer effort, as each application must ...
Keywords: resource management, Data processing

2 published by ACM
May 2015 SIGMOD '15: Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data
Publisher: ACM
Bibliometrics:
Citation Count: 6
Downloads (6 Weeks): 3,   Downloads (12 Months): 79,   Downloads (Overall): 532

Full text available: PDFPDF
Resource Managers like Apache YARN have emerged as a critical layer in the cloud computing system stack, but the developer abstractions for leasing cluster resources and instantiating application logic are very low-level. This flexibility comes at a high cost in terms of developer effort, as each application must repeatedly tackle ...
Keywords: distributed systems, databases, high performance computing, big data, hadoop, machine learning

3
August 2013 Proceedings of the VLDB Endowment: Volume 6 Issue 12, August 2013
Publisher: VLDB Endowment
Bibliometrics:
Citation Count: 7
Downloads (6 Weeks): 0,   Downloads (12 Months): 15,   Downloads (Overall): 219

Full text available: PDFPDF
In this demo proposal, we describe REEF, a framework that makes it easy to implement scalable, fault-tolerant runtime environments for a range of computational models. We will demonstrate diverse workloads, including extract-transform-load MapReduce jobs, iterative machine learning algorithms, and ad-hoc declarative query processing. At its core, REEF builds atop YARN ...

4 published by ACM
June 2013 SIGMOD '13: Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Publisher: ACM
Bibliometrics:
Citation Count: 5
Downloads (6 Weeks): 6,   Downloads (12 Months): 216,   Downloads (Overall): 2,099

Full text available: PDFPDF
Statistical Machine Learning has undergone a phase transition from a pure academic endeavor to being one of the main drivers of modern commerce and science. Even more so, recent results such as those on tera-scale learning [1] and on very large neural networks [2] suggest that scale is an important ...
Keywords: databases, big data, machine learning

5
April 2013 ICDE '13: Proceedings of the 2013 IEEE International Conference on Data Engineering (ICDE 2013)
Publisher: IEEE Computer Society
Bibliometrics:
Citation Count: 1

Statistical Machine Learning has undergone a phase transition from a pure academic endeavor to being one of the main drivers of modern commerce and science. Even more so, recent results such as those on tera-scale learning [1] and on very large neural networks [2] suggest that scale is an important ...



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