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Jorda Polo

Jordà Polo

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2020 – today

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2024
[i6]
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  - journals/corr/abs-2406-12909
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Massimiliano Lupo Pasini, Jong Youl Choi, Kshitij Mehta, Pei Zhang, David M. Rogers, Jonghyun Bae, Khaled Z. Ibrahim, Ashwin M. Aji, Karl W. Schulz, Jorda Polo, Prasanna Balaprakash:
Scalable Training of Graph Foundation Models for Atomistic Materials Modeling: A Case Study with HydraGNN. CoRR abs/2406.12909 (2024)
2023
[j8]
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  - journals/concurrency/Rivas-Barragan023
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Daniel Rivas-Barragan, Francesc Guim, Jordà Polo, David Carrera:
Performance characterization of video analytics workloads in heterogeneous edge infrastructures. Concurr. Comput. Pract. Exp. 35(14) (2023)
2022
[j7]
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  - journals/fgcs/RivasGPSBC22
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Daniel Rivas-Barragan, Francesc Guim, Jordà Polo, Pubudu Madhawa Silva, Josep Lluís Berral, David Carrera:
Towards automatic model specialization for edge video analytics. Future Gener. Comput. Syst. 134: 399-413 (2022)
[j6]
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  - journals/sj/CallPC22
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Aaron Call, Jordà Polo, David Carrera:
Workload-Aware Placement Strategies to Leverage Disaggregated Resources in the Datacenter. IEEE Syst. J. 16(1): 1697-1708 (2022)
[j5]
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  - journals/tsc/AbdullahIBPC22
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Muhammad Abdullah, Waheed Iqbal, Josep Lluis Berral, Jorda Polo, David Carrera:
Burst-Aware Predictive Autoscaling for Containerized Microservices. IEEE Trans. Serv. Comput. 15(3): 1448-1460 (2022)
2021
[j4]
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  - journals/jcloudc/AmaralPCGYMDYS21
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Marcelo Amaral, Jordà Polo, David Carrera, Nelson M. Gonzalez, Chih-Chieh Yang, Alessandro Morari, Bruce D'Amora, Alaa Youssef, Malgorzata Steinder:
DRMaestro: orchestrating disaggregated resources on virtualized data-centers. J. Cloud Comput. 10(1): 22 (2021)
[c13]
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  - conf/IEEEcloud/NestorovPMCY21
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Anna Maria Nestorov, Jordà Polo, Claudia Misale, David Carrera, Alaa Youssef:
Performance Evaluation of Data-Centric Workloads in Serverless Environments. CLOUD 2021: 491-496
[c12]
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  - conf/smartcity360/Rivas0PB021
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Daniel Rivas-Barragan, Francesc Guim, Jordà Polo, Josep Lluís Berral, David Carrera:
Large-Scale Video Analytics Through Object-Level Consolidation. SmartCity360° 2021: 155-171
[i5]
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  - journals/corr/abs-2104-06826
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Daniel Rivas-Barragan, Francesc Guim, Jordà Polo, Josep Lluis Berral, Pubudu Madhawa Silva, David Carrera:
Towards Unsupervised Fine-Tuning for Edge Video Analytics. CoRR abs/2104.06826 (2021)
[i4]
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  - journals/corr/abs-2111-15451
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Daniel Rivas-Barragan, Francesc Guim, Jordà Polo, David Carrera:
Large-Scale Video Analytics through Object-Level Consolidation. CoRR abs/2111.15451 (2021)
2020
[j3]
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  - journals/fgcs/JaksicCPPBC20
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Zoran Jaksic, Nicola Cadenelli, David Buchaca Prats, Jordà Polo, Josep Lluis Berral, David Carrera:
A highly parameterizable framework for Conditional Restricted Boltzmann Machine based workloads accelerated with FPGAs and OpenCL. Future Gener. Comput. Syst. 104: 201-211 (2020)
[c11]
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  - conf/fpl/HaghiAPDHM20
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Abbas Haghi, Lluc Alvarez, Jordà Polo, Dionysios Diamantopoulos, Christoph Hagleitner, Miquel Moretó:
A Hardware/Software Co-Design of K-mer Counting Using a CAPI-Enabled FPGA. FPL 2020: 57-64
[i3]
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  - journals/corr/abs-2007-02813
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Aaron Call, Jordà Polo, David Carrera, Francesc Guim, Sujoy Sen:
Disaggregating Non-Volatile Memory for Throughput-Oriented Genomics Workloads. CoRR abs/2007.02813 (2020)

2010 – 2019

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2019
[j2]
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  - journals/fgcs/CadenelliJPC19
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Nicola Cadenelli, Zoran Jaksic, Jordà Polo, David Carrera:
Considerations in using OpenCL on GPUs and FPGAs for throughput-oriented genomics workloads. Future Gener. Comput. Syst. 94: 148-159 (2019)
2018
[c10]
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  - conf/bigdataservice/BaigAPC18
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Shuja-ur-Rehman Baig, Marcelo Amaral, Jorda Polo, David Carrera:
Performance Characterization of Spark Workloads on Shared NUMA Systems. BigDataService 2018: 41-48
[c9]
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  - conf/europar/CallPCGS18
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Aaron Call, Jordà Polo, David Carrera, Francesc Guim, Sujoy Sen:
Disaggregating Non-Volatile Memory for Throughput-Oriented Genomics Workloads. Euro-Par Workshops 2018: 613-625
2017
[c8]
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  - conf/hpcc/CadenelliPC17
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Nicola Cadenelli, Jorda Polo, David Carrera:
Accelerating K-mer Frequency Counting with GPU and Non-Volatile Memory. HPCC/SmartCity/DSS 2017: 434-441
[c7]
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  - conf/sc/AmaralPCSS17
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Marcelo Amaral, Jordà Polo, David Carrera, Seetharami R. Seelam, Malgorzata Steinder:
Topology-aware GPU scheduling for learning workloads in cloud environments. SC 2017: 17
[i2]
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  - journals/corr/abs-1712-03254
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Nicola Cadenelli, Jorda Polo, David Carrera:
Accelerating K-mer Frequency Counting with GPU and Non-Volatile Memory. CoRR abs/1712.03254 (2017)
2015
[c6]
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  - conf/nca/AmaralPCMUS15
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Marcelo Amaral, Jorda Polo, David Carrera, Iqbal Mohomed, Merve Unuvar, Malgorzata Steinder:
Performance Evaluation of Microservices Architectures Using Containers. NCA 2015: 27-34
[i1]
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Marcelo Amaral, Jorda Polo, David Carrera, Iqbal Mohomed, Merve Unuvar, Malgorzata Steinder:
Performance Evaluation of Microservices Architectures using Containers. CoRR abs/1511.02043 (2015)
2014
[b1]
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  - phd/es/Polo14
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Jorda Polo:
Multi-constraint scheduling of MapReduce workloads. Polytechnic University of Catalonia, Spain, 2014
[c5]
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  - conf/ccgrid/PoloBCTAS14
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Jorda Polo, Yolanda Becerra, David Carrera, Jordi Torres, Eduard Ayguadé, Malgorzata Steinder:
Adaptive MapReduce Scheduling in Shared Environments. CCGRID 2014: 61-70
2013
[j1]
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  - journals/tnsm/PoloBCSWTA13
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Jorda Polo, Yolanda Becerra, David Carrera, Malgorzata Steinder, Ian Whalley, Jordi Torres, Eduard Ayguadé:
Deadline-Based MapReduce Workload Management. IEEE Trans. Netw. Serv. Manag. 10(2): 231-244 (2013)
[c4]
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  - conf/nca/PoloBCTASS13
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Jorda Polo, Yolanda Becerra, David Carrera, Jordi Torres, Eduard Ayguadé, Mike Spreitzer, Malgorzata Steinder:
Enabling Distributed Key-Value Stores with Low Latency-Impact Snapshot Support. NCA 2013: 65-72
2011
[c3]
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  - conf/middleware/PoloCCBWSTA11
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Jorda Polo, Claris Castillo, David Carrera, Yolanda Becerra, Ian Whalley, Malgorzata Steinder, Jordi Torres, Eduard Ayguadé:
Resource-Aware Adaptive Scheduling for MapReduce Clusters. Middleware 2011: 187-207
2010
[c2]
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  - conf/icpp/PoloCBBTA10
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Jorda Polo, David Carrera, Yolanda Becerra, Vicenç Beltran, Jordi Torres, Eduard Ayguadé:
Performance Management of Accelerated MapReduce Workloads in Heterogeneous Clusters. ICPP 2010: 653-662
[c1]
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  - conf/noms/PoloCBSW10
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Jorda Polo, David Carrera, Yolanda Becerra, Malgorzata Steinder, Ian Whalley:
Performance-driven task co-scheduling for MapReduce environments. NOMS 2010: 373-380

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