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Efficient Dynamic Clustering: Capturing Patterns from Historical Cluster Evolution
After training, the DynamicC model is usedin cooperation with the batch algorithm to achieve both accurate and fast clustering decisions.
Croesus: Multi-Stage Processing and Transactions for Video-Analytics in Edge-Cloud Systems
The final stage performs the full computation at the cloud, and uses the results to correct any errors made at the initial stage.
A Survey of Open Source User Activity Traces with Applications to User Mobility Characterization and Modeling
The current state-of-the-art in user mobility research has extensively relied on open-source mobility traces captured from pedestrian and vehicular activity through a variety of communication technologies as users engage in a wide-range of applications, including connected healthcare, localization, social media, e-commerce, etc.
Solution: Matchmaker Paxos: A Reconfigurable Consensus Protocol
State machine replication protocols, like MultiPaxos and Raft, are at the heart of numerous distributed systems.
Predict and Write: Using K-Means Clustering to Extend the Lifetime of NVM Storage
We show that, by choosing the right target memory location for a given PUT/UPDATE operation, the number of total bit flips and cache lines can be reduced by up to 85% and 56% over the state of the art.
