115 citations · 262 across the 22 of their papers we have counts for
9 papers · 1 filter
IAD: Indirect Anomalous VMMs Detection in the Cloud-based Environment
Anshul Jindal, Ilya Shakhat, Jorge Cardoso +2
Server virtualization in the form of virtual machines (VMs) with the use of a hypervisor or a Virtual Machine Monitor (VMM) is an essential part of cloud computing technology to pr…
Towards Demystifying Intra-Function Parallelism in Serverless Computing
Michael Kiener, Mohak Chadha, Michael Gerndt
Serverless computing offers a pay-per-use model with high elasticity and automatic scaling for a wide range of applications. Since cloud providers abstract most of the underlying i…
FedLess: Secure and Scalable Federated Learning Using Serverless Computing
Andreas Grafberger, Mohak Chadha, Anshul Jindal +2
The traditional cloud-centric approach for Deep Learning (DL) requires training data to be collected and processed at a central server which is often challenging in privacy-sensiti…
DeepEdgeBench: Benchmarking Deep Neural Networks on Edge Devices
Stephan Patrick Baller, Anshul Jindal, Mohak Chadha +1
EdgeAI (Edge computing based Artificial Intelligence) has been most actively researched for the last few years to handle variety of massively distributed AI applications to meet up…
Architecture-Specific Performance Optimization of Compute-Intensive FaaS Functions
Mohak Chadha, Anshul Jindal, Michael Gerndt
FaaS allows an application to be decomposed into functions that are executed on a FaaS platform. The FaaS platform is responsible for the resource provisioning of the functions. Re…
Memory Leak Detection Algorithms in the Cloud-based Infrastructure
Anshul Jindal, Paul Staab, Pooja Kulkarni +3
A memory leak in an application deployed on the cloud can affect the availability and reliability of the application. Therefore, identifying and ultimately resolve it quickly is hi…
Modelling DVFS and UFS for Region-Based Energy Aware Tuning of HPC Applications
Mohak Chadha, Michael Gerndt
Energy efficiency and energy conservation are one of the most crucial constraints for meeting the 20MW power envelope desired for exascale systems. Towards this, most of the resear…
Function Delivery Network: Extending Serverless Computing for Heterogeneous Platforms
Anshul Jindal, Michael Gerndt, Mohak Chadha +2
Serverless computing has rapidly grown following the launch of Amazon's Lambda platform. Function-as-a-Service (FaaS) a key enabler of serverless computing allows an application to…
Online Memory Leak Detection in the Cloud-based Infrastructures
Anshul Jindal, Paul Staab, Jorge Cardoso +2
A memory leak in an application deployed on the cloud can affect the availability and reliability of the application. Therefore, to identify and ultimately resolve it quickly is hi…