41 citations · 78 across the 14 of their papers we have counts for
15 papers
Exploring the Use of WebAssembly in HPC
Mohak Chadha, Nils Krueger, Jophin John +3
Containerization approaches based on namespaces offered by the Linux kernel have seen an increasing popularity in the HPC community both as a means to isolate applications and as a…
FedLesScan: Mitigating Stragglers in Serverless Federated Learning
Mohamed Elzohairy, Mohak Chadha, Anshul Jindal +4
Federated Learning (FL) is a machine learning paradigm that enables the training of a shared global model across distributed clients while keeping the training data local. While mo…
Migrating from Microservices to Serverless: An IoT Platform Case Study
Mohak Chadha, Victor Pacyna, Anshul Jindal +2
Microservice architecture is the common choice for developing cloud applications these days since each individual microservice can be independently modified, replaced, and scaled.…
Bunk8s: Enabling Easy Integration Testing of Microservices in Kubernetes
Christoph Reile, Mohak Chadha, Valentin Hauner +3
Microservice architecture is the common choice for cloud applications these days since each individual microservice can be independently modified, replaced, and scaled. However, th…
SLAM: SLO-Aware Memory Optimization for Serverless Applications
Gor Safaryan, Anshul Jindal, Mohak Chadha +1
Serverless computing paradigm has become more ingrained into the industry, as it offers a cheap alternative for application development and deployment. This new paradigm has also c…
Scalable Infrastructure for Workload Characterization of Cluster Traces
Thomas van Loo, Anshul Jindal, Shajulin Benedict +2
In the recent past, characterizing workloads has been attempted to gain a foothold in the emerging serverless cloud market, especially in the large production cloud clusters of Goo…
Estimating the Capacities of Function-as-a-Service Functions
Anshul Jindal, Mohak Chadha, Shajulin Benedict +1
Serverless computing is a cloud computing paradigm that allows developers to focus exclusively on business logic as cloud service providers manage resource management tasks. Server…
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…
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…
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…
The Ifs and Buts of the Development Approaches for IoT Applications
Saitel Daniela Agudelo-Sanabria, Anshul Jindal
The recent growth of the Internet of Things (IoT) devices has lead to the rise of various complex applications where these applications involve interactions among large numbers of…