Juan F. Pérez

Orcid: 0000-0003-4732-1621

Affiliations:
  • Imperial College London, UK
  • Universidad de los Andes, Bogota, Columbia


According to our database1, Juan F. Pérez authored at least 48 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Quantifying and Mitigating Privacy Risks for Tabular Generative Models.
CoRR, 2024

2023
BatMan-CLR: Making Few-shots Meta-Learners Resilient Against Label Noise.
CoRR, 2023

A Taxonomy of Uncertainty Events in Visual Analytics.
IEEE Computer Graphics and Applications, 2023

2021
sPARE: Partial Replication for Multi-Tier Applications in the Cloud.
IEEE Trans. Serv. Comput., 2021

2019
Managing Response Time Tails by Sharding.
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2019

Differential Approximation and Sprinting for Multi-Priority Big Data Engines.
Proceedings of the 20th International Middleware Conference, 2019

Chisel: Reshaping Queries to Trim Latency in Key-Value Stores.
Proceedings of the 2019 IEEE International Conference on Autonomic Computing, 2019

2018
Holistic Workload Scaling: A New Approach to Compute Acceleration in the Cloud.
IEEE Cloud Comput., 2018

SmallTail: Scaling Cores and Probabilistic Cloning Requests for Web Systems.
Proceedings of the 2018 IEEE International Conference on Autonomic Computing, 2018

2017
Line: Evaluating Software Applications in Unreliable Environments.
IEEE Trans. Reliab., 2017

Cutting Latency Tail: Analyzing and Validating Replication without Canceling.
IEEE Trans. Parallel Distributed Syst., 2017

Algorithm 972: jMarkov: An Integrated Framework for Markov Chain Modeling.
ACM Trans. Math. Softw., 2017

Assessing the impact of wind variability on the long-term operation of a hydro-dominated system.
Proceedings of the 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2017

On the latency-accuracy tradeoff in approximate MapReduce jobs.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Power of redundancy: Designing partial replication for multi-tier applications.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Dual Scaling VMs and Queries: Cost-Effective Latency Curtailment.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

2016
Evaluating Replication for Parallel Jobs: An Efficient Approach.
IEEE Trans. Parallel Distributed Syst., 2016

Tackling Latency via Replication in Distributed Systems.
Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering, 2016

Quantifying the Impact of Replication on the Quality-of-Service in Cloud Databases.
Proceedings of the 2016 IEEE International Conference on Software Quality, 2016

Variability-aware request replication for latency curtailment.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Defeating variability in cloud applications by multi-tier workload redundancy.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

2015
Estimating Computational Requirements in Multi-Threaded Applications.
IEEE Trans. Software Eng., 2015

Beyond the mean in fork-join queues: Efficient approximation for response-time tails.
Perform. Evaluation, 2015

QD-AMVA: Evaluating systems with queue-dependent service requirements.
Perform. Evaluation, 2015

Towards a DevOps Approach for Software Quality Engineering.
Proceedings of the 2015 Workshop on Challenges in Performance Methods for Software Development, 2015

Filling the gap: a tool to automate parameter estimation for software performance models.
Proceedings of the 1st International Workshop on Quality-Aware DevOps, 2015

Enhancing reliability and response times via replication in computing clusters.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

DICE: Quality-Driven Development of Data-Intensive Cloud Applications.
Proceedings of the 7th IEEE/ACM International Workshop on Modeling in Software Engineering, 2015

Evaluating the Effectiveness of Replication for Tail-Tolerance.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

2014
Quality-of-service in cloud computing: modeling techniques and their applications.
J. Internet Serv. Appl., 2014

Model-Driven Design of Cloud Applications with Quality-of-Service Guarantees: The MODAClouds Approach, MICAS Tutorial.
Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2014

Assessing the Impact of Concurrent Replication with Canceling in Parallel Jobs.
Proceedings of the IEEE 22nd International Symposium on Modelling, 2014

2013
Assessing SLA Compliance from Palladio Component Models.
Proceedings of the 15th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2013

An Offline Demand Estimation Method for Multi-threaded Applications.
Proceedings of the 2013 IEEE 21st International Symposium on Modelling, 2013

Dynamic multi-objective planning for distribution systems with distributed generation.
Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

2012
The impact of dampening demand variability in a production/inventory system with multiple retailers (abstract only).
SIGMETRICS Perform. Evaluation Rev., 2012

jMarkov package: a stochastic modeling tool.
SIGMETRICS Perform. Evaluation Rev., 2012

SMCSolver and Q-MAM: tools for matrix-analytic methods.
SIGMETRICS Perform. Evaluation Rev., 2012

2011
The effect of partial conversion and fiber delay lines in an OBS switch with a large number of wavelengths.
Photonic Netw. Commun., 2011

Quasi-birth-and-death processes with restricted transitions and its applications.
Perform. Evaluation, 2011

Impact of Dampening Demand Variability in a Production/Inventory System with Multiple Retailers.
Proceedings of the Matrix-Analytic Methods in Stochastic Models, 2011

2010
Performance modeling : structured Markov chains, optical grids and switches
PhD thesis, 2010

A mean field model for an optical switch with a large number of wavelengths and centralized partial conversion.
Perform. Evaluation, 2010

Mean Field Calculation for Optical Grid Dimensioning.
JOCN, 2010

2009
Wavelength allocation in an optical switch with a fiber delay line buffer and limited-range wavelength conversion.
Telecommun. Syst., 2009

Exploiting Restricted Transitions in Quasi-Birth-and-Death Processes.
Proceedings of the QEST 2009, 2009

Dimensioning an OBS Switch with Partial Wavelength Conversion and Fiber Delay Lines via a Mean Field Model.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

2008
Q-MAM: a tool for solving infinite queues using matrix-analytic methods.
Proceedings of the 3rd International ICST Conference on Performance Evaluation Methodologies and Tools, 2008


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