2024
SuperArch: Optimal Architecture Design for Cloud Deployment.
Proceedings of the Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 2024
Towards Geo-Distributed Training of ML Models in a Multi-Cloud Environment.
Proceedings of the Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 2024
Optimal Mapping of Workflows Using Serverless Architecture in a Multi-Cloud Environment.
Proceedings of the 21st IEEE International Conference on Software Architecture, 2024
Scalable and Cost-Effective Edge-Cloud Deployment for Multi-Object Tracking System.
Proceedings of the IEEE International Conference on Cloud Engineering, 2024
2023
iCiRe: Optimal Scheduling of HPC Applications in Multi-Cloud.
Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023
Multi-Objective Workflow Scheduling to Serverless Architecture in a Multi-Cloud Environment.
Proceedings of the IEEE International Conference on Cloud Engineering, 2023
mSIRM: Cost-Efficient and SLO-aware ML Load Balancing on Fog and Multi-Cloud Network.
Proceedings of the 13th Workshop on AI and Scientific Computing at Scale using Flexible Computing, 2023
Multicloud Deployment of AI Workflows Using FaaS and Storage Services.
Proceedings of the 15th International Conference on COMmunication Systems & NETworkS, 2023
SIRM: Cost efficient and SLO aware ML prediction on Fog-Cloud Network.
Proceedings of the 15th International Conference on COMmunication Systems & NETworkS, 2023
2022
MAPLE: Model Aggregation and Prediction for Learned Ecosystem.
Proceedings of the ICPE '22: ACM/SPEC International Conference on Performance Engineering, Bejing, China, April 9, 2022
Pay-as-you-Train: Efficient ways of Serverless Training.
Proceedings of the IEEE International Conference on Cloud Engineering, 2022
Benchmarking the Data Layer Across Serverless Platforms.
Proceedings of the HiPS@HPDC 2022: Proceedings of the 2nd Workshop on High Performance Serverless Computing, 2022
Scalable and Cost-effective Serverless Architecture for Information Extraction Workflows.
Proceedings of the HiPS@HPDC 2022: Proceedings of the 2nd Workshop on High Performance Serverless Computing, 2022
iSeSA: Towards Migrating HPC and AI Workloads to Serverless Platform.
Proceedings of the FlexScience '22: Proceedings of the 12th Workshop on AI and Scientific Computing at Scale using Flexible Computing Infrastructures, 2022
MetaFaaS: learning-to-learn on serverless.
Proceedings of the BiDEDE '22: Proceedings of The International Workshop on Big Data in Emergent Distributed Environments, 2022
2021
Performance and Cost Comparison of Cloud Services for Deep Learning Workload.
Proceedings of the ICPE '21: ACM/SPEC International Conference on Performance Engineering, 2021
SLA-aware Workload Scheduling Using Hybrid Cloud Services.
Proceedings of the HiPS@HPDC 2021: Proceedings of the 1st Workshop on High Performance Serverless Computing, 2021
High Performance Serverless Architecture for Deep Learning Workflows.
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021
2020
Migrating a Recommendation System to Cloud Using ML Workflow.
Proceedings of the Companion of the 2020 ACM/SPEC International Conference on Performance Engineering, 2020
A Vision on Accelerating Enterprise IT System 2.0.
Proceedings of the Fourth Workshop on Data Management for End-To-End Machine Learning, 2020
Migrating Large Deep Learning Models to Serverless Architecture.
Proceedings of the 2020 IEEE International Symposium on Software Reliability Engineering Workshops, 2020
2019
Simulation Based Job Scheduling Optimization for Batch Workloads.
Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering, 2019
2018
PROWL: Towards Predicting the Runtime of Batch Workloads.
Proceedings of the Companion of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018
Predicting the Runtime of Memory Intensive Batch Workloads.
Proceedings of the 47th International Conference on Parallel Processing, 2018
2017
DESiDE: Discrete Event Simulation Developers Environment.
Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering, 2017
Cloning IO Intensive Workloads Using Synthetic Benchmark.
Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering, 2017
PerfExt++: Performance Extrapolation of IO Intensive Workloads.
Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering, 2017
2016
Performance Extrapolation of IO Intensive Workloads: Work in Progress.
Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering, 2016
2015
PABS 2015: 1st Workshop on Performance Analysis of Big Data Systems.
Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering, Austin, TX, USA, January 31, 2015
2011
Automated, Parallel Optimization Algorithms for Stochastic Functions.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011
2010
Detection of Mild Cognitive Impairment Using Image Differences and Clinical Features.
Proceedings of the 10th IEEE International Conference on Bioinformatics and Bioengineering, 2010