Morpheus: Towards automated {SLOs} for enterprise clusters
Modern resource management frameworks for largescale analytics leave unresolved the
problematic tension between high cluster utilization and job's performance predictability …
problematic tension between high cluster utilization and job's performance predictability …
Personal recommendation using deep recurrent neural networks in NetEase
S Wu, W Ren, C Yu, G Chen… - 2016 IEEE 32nd …, 2016 - ieeexplore.ieee.org
Each user session in an e-commerce system can be modeled as a sequence of web pages,
indicating how the user interacts with the system and makes his/her purchase. A typical …
indicating how the user interacts with the system and makes his/her purchase. A typical …
Cloudblast: Combining mapreduce and virtualization on distributed resources for bioinformatics applications
This paper proposes and evaluates an approach to the parallelization, deployment and
management of bioinformatics applications that integrates several emerging technologies …
management of bioinformatics applications that integrates several emerging technologies …
Research challenges on online service quality prediction for proactive adaptation
Online quality prediction allows service-oriented systems to anticipate the need for
adaptation and thus to prevent the actual occurrence of failures or to mitigate upcoming …
adaptation and thus to prevent the actual occurrence of failures or to mitigate upcoming …
DCDB wintermute: Enabling online and holistic operational data analytics on HPC systems
A Netti, M Müller, C Guillen, M Ott, D Tafani… - Proceedings of the 29th …, 2020 - dl.acm.org
As we approach the exascale era, the size and complexity of HPC systems continues to
increase, raising concerns about their manageability and sustainability. For this reason …
increase, raising concerns about their manageability and sustainability. For this reason …
Accurate proactive adaptation of service-oriented systems
As service-oriented systems are increasingly composed of third-party services accessible
over the Internet, self-adaptation capabilities promise to make these systems become robust …
over the Internet, self-adaptation capabilities promise to make these systems become robust …
Predictive monitoring of temporally-aggregated performance indicators of business processes against low-level streaming events
Monitoring the performances of a business process is a key issue in many organizations,
especially when the process must comply with predefined performance constraints. In such …
especially when the process must comply with predefined performance constraints. In such …
A prediction framework for proactively monitoring aggregate process-performance indicators
Monitoring the performances of a business process is a key issue in many organizations,
especially when predefined constraints exist on them, due to contracts or internal …
especially when predefined constraints exist on them, due to contracts or internal …
PGSW-OS: a novel approach for resource management in a semantic web operating system based on a P2P grid architecture
A web operating system is an operating system that users can access from any hardware at
any location. A peer-to-peer (P2P) grid uses P2P communication for resource management …
any location. A peer-to-peer (P2P) grid uses P2P communication for resource management …
Towards accurate failure prediction for the proactive adaptation of service-oriented systems
A Metzger - Proceedings of the 8th workshop on Assurances for …, 2011 - dl.acm.org
Furnishing service-oriented systems with self-adaptation capabilities allows those systems
to become resilient against failures of their constituent services. Especially proactive …
to become resilient against failures of their constituent services. Especially proactive …