115 citations · 262 across the 22 of their papers we have counts for
7 papers · 1 filter
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…
Designing an Adaptive Application-Level Checkpoint Management System for Malleable MPI Applications
Jophin John, Michael Gerndt
Dynamic resource management opens up numerous opportunities in High Performance Computing. It improves the system-level services as well as application performance. Checkpointing c…
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…