Dheeraj Chahal

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 27

Top Topics

Learning Models

Benchmark Suite

Optimal Scheduling

Top Venues

ICPE (Companion)

FlexScience@HPDC

Publications

Chetan Phalak, Dheeraj Chahal, Manju Ramesh, Rekha Singhal
Towards Geo-Distributed Training of ML Models in a Multi-Cloud Environment. ICPE (Companion) (2024)
Kuldeep Singh, Chetan Phalak, Dheeraj Chahal, Shruti Kunde, Rekha Singhal
SuperArch: Optimal Architecture Design for Cloud Deployment. ICPE (Companion) (2024)
Chetan Phalak, Dheeraj Chahal, Manju Ramesh, Rekha Singhal
mSIRM: Cost-Efficient and SLO-aware ML Load Balancing on Fog and Multi-Cloud Network. FlexScience@HPDC (2023)
Manju Ramesh, Dheeraj Chahal, Chetan Phalak, Rekha Singhal
Multi-Objective Workflow Scheduling to Serverless Architecture in a Multi-Cloud Environment. IC2E (2023)
Manju Ramesh, Dheeraj Chahal, Rekha Singhal
Multicloud Deployment of AI Workflows Using FaaS and Storage Services. COMSNETS (2023)
Chetan Phalak, Dheeraj Chahal, Rekha Singhal
SIRM: Cost efficient and SLO aware ML prediction on Fog-Cloud Network. COMSNETS (2023)
Rajesh Kulkarni, Pradeep Gameria, Dheeraj Chahal
iCiRe: Optimal Scheduling of HPC Applications in Multi-Cloud. UCC (2023)
Chetan Phalak, Dheeraj Chahal, Aniruddha Sen, Mayank Mishra, Rekha Singhal
MAPLE: Model Aggregation and Prediction for Learned Ecosystem. ICPE (Companion) (2022)
Dheeraj Chahal, Mayank Mishra, Surya Chaitanya Palepu, Ravi Kumar Singh, Rekha Singhal
Pay-as-you-Train: Efficient ways of Serverless Training. IC2E (2022)
Dheeraj Chahal, Surya Chaitanya Palepu, Rekha Singhal
Scalable and Cost-effective Serverless Architecture for Information Extraction Workflows. HiPS@HPDC (2022)
Varad Pimpalkhute, Shruti Kunde, Rekha Singhal, Surya Palepu, Dheeraj Chahal, Amey Pandit
MetaFaaS: learning-to-learn on serverless. BiDEDE@SIGMOD (2022)
Dheeraj Chahal, Pradeep Gameria, Rajesh Kulkarni, Amit Kalele
iSeSA: Towards Migrating HPC and AI Workloads to Serverless Platform. FlexScience@HPDC (2022)
Surya Chaitanya Palepu, Dheeraj Chahal, Manju Ramesh, Rekha Singhal
Benchmarking the Data Layer Across Serverless Platforms. HiPS@HPDC (2022)
Dheeraj Chahal, Mayank Mishra, Surya Palepu, Rekha Singhal
Performance and Cost Comparison of Cloud Services for Deep Learning Workload. ICPE (Companion) (2021)
Dheeraj Chahal, Surya Palepu, Mayank Mishra, Rekha Singhal
SLA-aware Workload Scheduling Using Hybrid Cloud Services. HiPS@HPDC (2021)
Dheeraj Chahal, Manju Ramesh, Ravi Ojha, Rekha Singhal
High Performance Serverless Architecture for Deep Learning Workflows. CCGRID (2021)
Rekha Singhal, Dheeraj Chahal, Shruti Kunde, Mayank Mishra, Manoj K. Nambiar
A Vision on Accelerating Enterprise IT System 2.0. DEEM@SIGMOD (2020)
Dheeraj Chahal, Ravi Ojha, Sharod Roy Choudhury, Manoj K. Nambiar
Migrating a Recommendation System to Cloud Using ML Workflow. ICPE Companion (2020)
Dheeraj Chahal, Ravi Ojha, Manju Ramesh, Rekha Singhal
Migrating Large Deep Learning Models to Serverless Architecture. ISSRE Workshops (2020)
Dheeraj Chahal, Benny Mathew, Manoj K. Nambiar
Simulation Based Job Scheduling Optimization for Batch Workloads. ICPE (2019)
Dheeraj Chahal, Benny Mathew, Manoj K. Nambiar
Predicting the Runtime of Memory Intensive Batch Workloads. ICPP Workshops (2018)
Dheeraj Chahal, Benny Mathew
PROWL: Towards Predicting the Runtime of Batch Workloads. ICPE Companion (2018)
Benny Mathew, Dheeraj Chahal
DESiDE: Discrete Event Simulation Developers Environment. ICPE (2017)
Dheeraj Chahal, Mukund Kumar, Manoj Karunakaran Nambiar
PerfExt++: Performance Extrapolation of IO Intensive Workloads. ICPE (2017)
Dheeraj Chahal, Manoj K. Nambiar
Cloning IO Intensive Workloads Using Synthetic Benchmark. ICPE (2017)
Dheeraj Chahal, Rupinder Virk, Manoj K. Nambiar
Performance Extrapolation of IO Intensive Workloads: Work in Progress. ICPE (2016)
Rekha Singhal, Dheeraj Chahal
PABS 2015: 1st Workshop on Performance Analysis of Big Data Systems. ICPE (2015)
Dheeraj Chahal, Steven J. Stuart, Sebastien Goasguen, Colin J. Trout
Automated, Parallel Optimization Algorithms for Stochastic Functions. IPDPS Workshops (2011)
Lin Li, James Z. Wang, Dheeraj Chahal, Mark A. Eckert, Carl Lozar
Detection of Mild Cognitive Impairment Using Image Differences and Clinical Features. BIBE (2010)