178 citations · 246 across the 10 of their papers we have counts for
5 papers · 1 filter
Improving Maritime Traffic Emission Estimations on Missing Data with CRBMs
Alberto Gutierrez-Torre, Josep Ll. Berral, David Buchaca +3
Maritime traffic emissions are a major concern to governments as they heavily impact the Air Quality in coastal cities. Ships use the Automatic Identification System (AIS) to conti…
Disaggregating Non-Volatile Memory for Throughput-Oriented Genomics Workloads
Aaron Call, Jordà Polo, David Carrera +2
Massive exploitation of next-generation sequencing technologies requires dealing with both: huge amounts of data and complex bioinformatics pipelines. Computing architectures have…
Multi-tenant Pub/Sub Processing for Real-time Data Streams
Álvaro Villalba, David Carrera
Devices and sensors generate streams of data across a diversity of locations and protocols. That data usually reaches a central platform that is used to store and process the strea…
Characterizing BigBench queries, Hive, and Spark in multi-cloud environments
Nicolas Poggi, Alejandro Montero, David Carrera
BigBench is the new standard (TPCx-BB) for benchmarking and testing Big Data systems. The TPCx-BB specification describes several business use cases -- queries -- which require a b…
Sequence-to-sequence models for workload interference
David Buchaca Prats, Joan Marcual, Josep Lluís Berral +1
Co-scheduling of jobs in data-centers is a challenging scenario, where jobs can compete for resources yielding to severe slowdowns or failed executions. Efficient job placement on…