Abhishek Chandra

Orcid: 0000-0003-2319-6221

According to our database1, Abhishek Chandra authored at least 96 papers between 2000 and 2024.

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Bibliography

2024
Neural Oscillators for Generalization of Physics-Informed Machine Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Neural oscillators for magnetic hysteresis modeling.
CoRR, 2023

Discovering Sparse Hysteresis Models: A Data-driven Study for Piezoelectric Materials and Perspectives on Magnetic Hysteresis.
CoRR, 2023

Hybrid Classification Model For Acoustic-Based Emergency Vehicle Detection.
Proceedings of the 6th International Conference on Contemporary Computing and Informatics, 2023

SQuBA: Social Quorum Based Access Control for Open IoT Environments.
Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

Plexus: Optimizing Join Approximation for Geo-Distributed Data Analytics.
Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

AggFirstJoin: Optimizing Geo-Distributed Joins using Aggregation-Based Transformations.
Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023

2022
Network Cost-Aware Geo-Distributed Data Analytics System.
IEEE Trans. Parallel Distributed Syst., 2022

Constellation: An Edge-Based Semantic Runtime System for Internet of Things Applications.
CoRR, 2022

Physics-informed neural networks for modelling anisotropic and bi-anisotropic electromagnetic constitutive laws through indirect data.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

HACCS: Heterogeneity-Aware Clustered Client Selection for Accelerated Federated Learning.
Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

Towards Elasticity in Heterogeneous Edge-dense Environments.
Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

Efficient Transmission and Reconstruction of Dependent Data Streams via Edge Sampling.
Proceedings of the IEEE International Conference on Cloud Engineering, 2022

Towards WAN-aware join sampling over geo-distributed data.
Proceedings of the EdgeSys@EuroSys 2022: Proceedings of the 5th International Workshop on Edge Systems, Analytics and Networking, Rennes, France, April 5, 2022

2021
Message from the organizers of WAIN.
SIGMETRICS Perform. Evaluation Rev., 2021

Armada: A Robust Latency-Sensitive Edge Cloud in Heterogeneous Edge-Dense Environments.
CoRR, 2021

AggNet: Cost-Aware Aggregation Networks for Geo-distributed Streaming Analytics.
Proceedings of the 6th IEEE/ACM Symposium on Edge Computing, 2021

On the Future of Cloud Engineering.
Proceedings of the IEEE International Conference on Cloud Engineering, 2021

Accelerated Training via Device Similarity in Federated Learning.
Proceedings of the EdgeSys@EuroSys 2021: 4th International Workshop on Edge Systems, 2021

2020
Wiera: Policy-Driven Multi-Tiered Geo-Distributed Cloud Storage System.
IEEE Trans. Parallel Distributed Syst., 2020

Optimizing Timeliness and Cost in Geo-Distributed Streaming Analytics.
IEEE Trans. Cloud Comput., 2020

WASP: Wide-area Adaptive Stream Processing.
Proceedings of the Middleware '20: 21st International Middleware Conference, 2020

Poster: Data-Aware Edge Sampling for Aggregate Query Approximation.
Proceedings of the 5th IEEE/ACM Symposium on Edge Computing, 2020

Poster: Exploiting Data Heterogeneity for Performance and Reliability in Federated Learning.
Proceedings of the 5th IEEE/ACM Symposium on Edge Computing, 2020

Position Paper: Towards a Robust Edge-Native Storage System.
Proceedings of the 5th IEEE/ACM Symposium on Edge Computing, 2020

A Network Cost-aware Geo-distributed Data Analytics System.
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

2019
Optimizing Geo-Distributed Streaming Analytics.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

A TTL-based Approach for Data Aggregation in Geo-distributed Streaming Analytics.
Proc. ACM Meas. Anal. Comput. Syst., 2019

MESH: A Flexible Distributed Hypergraph Processing System.
Proceedings of the IEEE International Conference on Cloud Engineering, 2019

An Edge-based Framework for Cooperation in Internet of Things Applications.
Proceedings of the 2nd USENIX Workshop on Hot Topics in Edge Computing, 2019

DeCaf: Iterative Collaborative Processing over the Edge.
Proceedings of the 2nd USENIX Workshop on Hot Topics in Edge Computing, 2019

DLion: Decentralized Distributed Deep Learning in Micro-Clouds.
Proceedings of the 11th USENIX Workshop on Hot Topics in Cloud Computing, 2019

2018
Rethinking Adaptability in Wide-Area Stream Processing Systems.
Proceedings of the 10th USENIX Workshop on Hot Topics in Cloud Computing, 2018

Multi-Query Optimization in Wide-Area Streaming Analytics.
Proceedings of the ACM Symposium on Cloud Computing, 2018

Decentralized Distributed Deep Learning in Heterogeneous WAN Environments.
Proceedings of the ACM Symposium on Cloud Computing, 2018

2017
Nebula: Distributed Edge Cloud for Data Intensive Computing.
IEEE Trans. Parallel Distributed Syst., 2017

Locality-Aware Load Sharing in Mobile Cloud Computing.
Proceedings of the 10th International Conference on Utility and Cloud Computing, 2017

TripS: automated multi-tiered data placement in a geo-distributed cloud environment.
Proceedings of the 10th ACM International Systems and Storage Conference, 2017

Creating an Abstraction to Exploit IoT Synergies: Poster Abstract.
Proceedings of the Second International Conference on Internet-of-Things Design and Implementation, 2017

2016
End-to-End Optimization for Geo-Distributed MapReduce.
IEEE Trans. Cloud Comput., 2016

Awan: Locality-Aware Resource Manager for Geo-Distributed Data-Intensive Applications.
Proceedings of the 2016 IEEE International Conference on Cloud Engineering, 2016

Wiera: Towards Flexible Multi-Tiered Geo-Distributed Cloud Storage Instances.
Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing, 2016

Trading Timeliness and Accuracy in Geo-Distributed Streaming Analytics.
Proceedings of the Seventh ACM Symposium on Cloud Computing, 2016

2015
Cloud-Based, User-Centric Mobile Application Optimization.
Proceedings of the 2015 IEEE International Conference on Cloud Engineering, 2015

Towards Optimizing Wide-Area Streaming Analytics.
Proceedings of the 2015 IEEE International Conference on Cloud Engineering, 2015

Redefining Data Locality for Cross-Data Center Storage.
Proceedings of the 2nd International Workshop on Software-Defined Ecosystems, 2015

Optimizing Grouped Aggregation in Geo-Distributed Streaming Analytics.
Proceedings of the 24th International Symposium on High-Performance Parallel and Distributed Computing, 2015

Enabling Scalable Social Group Analytics via Hypergraph Analysis Systems.
Proceedings of the 7th USENIX Workshop on Hot Topics in Cloud Computing, 2015

2014
Trustworthy Distributed Computing on Social Networks.
IEEE Trans. Serv. Comput., 2014

Beyond graphs: toward scalable hypergraph analysis systems.
SIGMETRICS Perform. Evaluation Rev., 2014

Predicting Multi-actor collaborations using Hypergraphs.
CoRR, 2014

Exploiting User Interest in Data-Driven Cloud-Based Mobile Optimization.
Proceedings of the 2nd IEEE International Conference on Mobile Cloud Computing, 2014

Tiera: towards flexible multi-tiered cloud storage instances.
Proceedings of the 15th International Middleware Conference, 2014

Nebula: Distributed edge cloud for data-intensive computing.
Proceedings of the 2014 International Conference on Collaboration Technologies and Systems, 2014

Opportunities for data-driven cloud-based mobile optimization.
Proceedings of the 2014 International Conference on Collaboration Technologies and Systems, 2014

Cross-Phase Optimization in MapReduce.
Proceedings of the Cloud Computing for Data-Intensive Applications, 2014

2013
Decentralized Edge Clouds.
IEEE Internet Comput., 2013

Accelerating Distributed Workflows with Edge Resources.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

Cross-Phase Optimization in MapReduce.
Proceedings of the 2013 IEEE International Conference on Cloud Engineering, 2013

Applications-aware virtual machine provisioning.
Proceedings of the 7th International Workshop on Virtualization Technologies in Distributed Computing, 2013

Wide-area streaming analytics: distributing the data cube.
Proceedings of the ACM Symposium on Cloud Computing, SOCC '13, 2013

2012
Exploiting Spatio-Temporal Tradeoffs for Energy-Aware MapReduce in the Cloud.
IEEE Trans. Computers, 2012

Optimizing MapReduce for Highly Distributed Environments
CoRR, 2012

Sharing-Aware Cloud-Based Mobile Outsourcing.
Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012

2011
Passive Network Performance Estimation for Large-Scale, Data-Intensive Computing.
IEEE Trans. Parallel Distributed Syst., 2011

SocialCloud: Using Social Networks for Building Distributed Computing Services
CoRR, 2011

Early experience with the distributed nebula cloud.
Proceedings of the DIDC'11, 2011

STEAMEngine: Driving MapReduce provisioning in the cloud.
Proceedings of the 18th International Conference on High Performance Computing, 2011

2010
Resource Bundles: Using Aggregation for Statistical Large-Scale Resource Discovery and Management.
IEEE Trans. Parallel Distributed Syst., 2010

Does virtualization make disk scheduling passé?
ACM SIGOPS Oper. Syst. Rev., 2010

Starling: Minimizing Communication Overhead in Virtualized Computing Platforms Using Decentralized Affinity-Aware Migration.
Proceedings of the 39th International Conference on Parallel Processing, 2010

2009
Using Data Accessibility for Resource Selection in Large-Scale Distributed Systems.
IEEE Trans. Parallel Distributed Syst., 2009

HiDRA: Statistical multi-dimensional resource discovery for large-scale systems.
Proceedings of the 17th International Workshop on Quality of Service, 2009

Nebulas: Using Distributed Voluntary Resources to Build Clouds.
Proceedings of the Workshop on Hot Topics in Cloud Computing, 2009

Extracting the textual and temporal structure of supercomputing logs.
Proceedings of the 16th International Conference on High Performance Computing, 2009

2008
Hierarchical Scheduling for Symmetric Multiprocessors.
IEEE Trans. Parallel Distributed Syst., 2008

Agile dynamic provisioning of multi-tier Internet applications.
ACM Trans. Auton. Adapt. Syst., 2008

Practical techniques for purging deleted data using liveness information.
ACM SIGOPS Oper. Syst. Rev., 2008

Co-designing the failure analysis and monitoring of large-scale systems.
SIGMETRICS Perform. Evaluation Rev., 2008

Exploring the throughput-fairness tradeoff of deadline scheduling in heterogeneous computing environments.
Proceedings of the 2008 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2008

Accessibility-Based Resource Selection in Loosely-Coupled Distributed Systems.
Proceedings of the 28th IEEE International Conference on Distributed Computing Systems (ICDCS 2008), 2008

Resource Bundles: Using Aggregation for Statistical Wide-Area Resource Discovery and Allocation.
Proceedings of the 28th IEEE International Conference on Distributed Computing Systems (ICDCS 2008), 2008

2007
Adaptive Reputation-Based Scheduling on Unreliable Distributed Infrastructures.
IEEE Trans. Parallel Distributed Syst., 2007

NGS: Service Adaptation in Open Grid Platforms.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

Ridge: combining reliability and performance in open grid platforms.
Proceedings of the 16th International Symposium on High-Performance Distributed Computing (HPDC-16 2007), 2007

Exploiting Heterogeneity for Collective Data Downloading in Volunteer-based Networks.
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007

2006
Heterogeneity-Aware Workload Distribution in Donation-Based Grids.
Int. J. High Perform. Comput. Appl., 2006

An observation-based approach towards self-managing web servers.
Comput. Commun., 2006

eSENSE: energy efficient stochastic sensing framework scheme for wireless sensor platforms.
Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006

Reputation-Based Scheduling on Unreliable Distributed Infrastructures.
Proceedings of the 26th IEEE International Conference on Distributed Computing Systems (ICDCS 2006), 2006

2005
Dynamic Provisioning of Multi-tier Internet Applications.
Proceedings of the Second International Conference on Autonomic Computing (ICAC 2005), 2005

2003
Dynamic resource allocation for shared data centers using online measurements.
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2003

2001
Scalability of Linux Event-Dispatch Mechanisms.
Proceedings of the General Track: 2001 USENIX Annual Technical Conference, 2001

Deadline Fair Scheduling: Bridging the Theory and Practice of Proportionate Fair Scheduling in Multiprocessor Systems.
Proceedings of the 7th IEEE Real-Time Technology and Applications Symposium (RTAS 2001), 30 May, 2001

2000
Surplus Fair Scheduling: A Proportional-Share CPU Scheduling Algorithm for Symmetric Multiprocessors.
Proceedings of the 4th Symposium on Operating System Design and Implementation (OSDI 2000), 2000

Application performance in the QLinux multimedia operating system.
Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000


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