178 citations · 246 across the 10 of their papers we have counts for
11 papers
Large-Scale Video Analytics through Object-Level Consolidation
Daniel Rivas, Francesc Guim, Jordà Polo +1
As the number of installed cameras grows, so do the compute resources required to process and analyze all the images captured by these cameras. Video analytics enables new use case…
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…