| Online feature selection for rapid, low-overhead learning in networked systems | 2 | 0.37 | 2020 |
| Special Issue on Artificial Intelligence and Machine Learning for Networking and Communications. | 3 | 0.44 | 2019 |
| Performance Prediction in Dynamic Clouds using Transfer Learning. | 0 | 0.34 | 2019 |
| Automated diagnostic of virtualized service performance degradation. | 0 | 0.34 | 2018 |
| A Service-Agnostic Method For Predicting Service Metrics In Real Time | 3 | 0.42 | 2018 |
| A bottom-up design for spatial search in large networks and clouds. | 0 | 0.34 | 2018 |
| 2016 Reviewers for IEEE Transactions on Network and Service Management. | 0 | 0.34 | 2017 |
| Real-time resource prediction engine for cloud management. | 0 | 0.34 | 2017 |
| Online approach to performance fault localization for cloud and datacenter services. | 0 | 0.34 | 2017 |
| Learning from Network Device Statistics. | 1 | 0.34 | 2017 |
| A bottom-up approach to real-time search in large networks and clouds. | 0 | 0.34 | 2016 |
| Predicting SLA conformance for cluster-based services using distributed analytics. | 1 | 0.41 | 2016 |
| vNMF: Distributed fault detection using clustering approach for network function virtualization | 9 | 0.67 | 2015 |
| Predicting service metrics for cluster-based services using real-time analytics | 11 | 0.92 | 2015 |
| Spatial search in networked systems | 1 | 0.37 | 2015 |
| Allocating Compute and Network Resources Under Management Objectives in Large-Scale Clouds. | 21 | 1.35 | 2015 |
| On the Performance of the Spotify Backend | 1 | 0.40 | 2015 |
| Predicting SLA Violations in Real Time using Online Machine Learning | 0 | 0.34 | 2015 |
| Resource Management in Clouds: Survey and Research Challenges | 170 | 5.30 | 2015 |
| Universal fault detection for NFV using SOM-based clustering | 2 | 0.37 | 2015 |
| Graph search for cloud network management | 1 | 0.35 | 2014 |
| A query language for network search. | 6 | 0.53 | 2013 |
| Real-time search in clouds | 0 | 0.34 | 2013 |
| Dynamic resource allocation with management objectives: implementation for an OpenStack cloud | 26 | 1.50 | 2012 |
| Predicting response times for the Spotify backend | 7 | 0.47 | 2012 |
| A Gossip Protocol for Dynamic Resource Management in Large Cloud Environments. | 22 | 0.77 | 2012 |
| Distributed monitoring and resource management for large cloud environments | 9 | 0.51 | 2011 |
| Gossip-based resource allocation for green computing in large clouds | 9 | 0.57 | 2011 |
| A gossiping protocol for detecting global threshold crossings | 5 | 0.52 | 2010 |
| The Accuracy of Tree-based Counting in Dynamic Networks | 0 | 0.34 | 2010 |
| Gossip-based resource management for cloud environments | 29 | 1.47 | 2010 |
| Computing histograms of local variables for real-time monitoring using aggregation trees | 3 | 0.39 | 2009 |
| Controlling performance trade-offs in adaptive network monitoring | 6 | 0.55 | 2009 |
| Robust monitoring of network-wide aggregates through gossiping | 34 | 1.47 | 2009 |
| Gossiping for threshold detection | 3 | 0.40 | 2009 |
| Adaptive real-time monitoring for large-scale networked systems | 8 | 0.73 | 2009 |
| Adaptive Performance Management for SMS Systems | 0 | 0.34 | 2009 |
| Shaping the Network Management Research Agenda--Report on DSOM 2007 | 1 | 0.38 | 2008 |
| Decentralized detection of global threshold crossings using aggregation trees | 18 | 0.75 | 2008 |
| Service Middleware for Self-Managing Large-Scale Systems | 32 | 1.36 | 2007 |
| A Service Middleware that Scales in System Size and Applications | 12 | 0.90 | 2007 |
| A-GAP: An Adaptive Protocol for Continuous Network Monitoring with Accuracy Objectives | 20 | 0.99 | 2007 |
| Key research challenges in network management | 50 | 2.33 | 2007 |
| Managing Virtualization of Networks and Services, 18th IFIP/IEEE International Workshop on Distributed Systems: Operations and Management, DSOM 2007, San José, CA, USA, October 29-31, 2007, Proceedings | 24 | 2.34 | 2007 |
| Monitoring Flow Aggregates with Controllable Accuracy | 3 | 0.47 | 2007 |
| Network patterns in cfengine and scalable data aggregation | 3 | 0.45 | 2007 |
| Decentralized service-level monitoring using network threshold crossing alerts | 8 | 0.81 | 2006 |
| Distributed Resource Allocation Strategies for Achieving Quality of Service in Server Clusters | 5 | 0.50 | 2006 |
| Adaptive distributed monitoring with accuracy objectives | 12 | 0.78 | 2006 |
| Distributed real-time monitoring with accuracy objectives | 4 | 0.50 | 2006 |
