Srimat Chakradhar

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 37

Top Topics

Video Analytics

Parameter Tuning

Perceptual Quality

Age Related Macular Degeneration

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

Priscilla Benedetti, Giuseppe Coviello, Kunal Rao, Srimat Chakradhar
LARA: Latency-Aware Resource Allocator for Stream Processing Applications. PDP (2024)
Md. Adnan Arefeen, Biplob Debnath, Srimat Chakradhar
LeanContext: Cost-efficient domain-specific question answering using LLMs. Nat. Lang. Process. J. 7 (2024)
Md. Adnan Arefeen, Biplob Debnath, Md. Yusuf Sarwar Uddin, Srimat Chakradhar
iRAG: An Incremental Retrieval Augmented Generation System for Videos. CoRR (2024)
Christoph Reich, Biplob Debnath, Deep Patel, Srimat Chakradhar
Differentiable JPEG: The Devil is in the Details. WACV (2024)
Md. Adnan Arefeen, Biplob Debnath, Srimat Chakradhar
LeanContext: Cost-Efficient Domain-Specific Question Answering Using LLMs. CoRR (2023)
Priscilla Benedetti, Giuseppe Coviello, Kunal Rao, Srimat Chakradhar
Scale Up while Scaling Out Microservices in Video Analytics Pipelines. MCSoC (2023)
Yurii Piadyk, João Rulff, Ethan Brewer, Maryam Hosseini, Kaan Ozbay, Murugan Sankaradas, Srimat Chakradhar, Cláudio T. Silva
StreetAware: A High-Resolution Synchronized Multimodal Urban Scene Dataset. Sensors 23 (7) (2023)
Sandesh Dhawaskar Sathyanarayana, Murugan Sankaradas, Srimat Chakradhar
5GLoR: 5G LAN Orchestration for enterprise IoT applications. CoRR (2023)
Giuseppe Coviello, Kunal Rao, Ciro Giuseppe De Vita, Gennaro Mellone, Priscilla Benedetti, Srimat Chakradhar
Content-aware auto-scaling of stream processing applications on container orchestration platforms. PDP (2023)
Kunal Rao, Murugan Sankaradas, Giuseppe Coviello, Ciro Giuseppe De Vita, Gennaro Mellone, Wang-Pin Hsiung, Srimat Chakradhar
AnB: Application-in-a-Box to Rapidly Deploy and Self-optimize 5G Apps. SMARTCOMP (2023)
Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Md. Yusuf Sarwar Uddin, Biplob Debnath, Srimat Chakradhar
FactionFormer: Context-Driven Collaborative Vision Transformer Models for Edge Intelligence. SMARTCOMP (2023)
Christoph Reich, Biplob Debnath, Deep Patel, Tim Prangemeier, Srimat Chakradhar
Deep Video Codec Control. CoRR (2023)
Sibendu Paul, Utsav Drolia, Y. Charlie Hu, Srimat Chakradhar
AQuA: A New Image Quality Metric for Optimizing Video Analytics Systems. ACM Trans. Embed. Comput. Syst. 22 (4) (2023)
Christoph Reich, Biplob Debnath, Deep Patel, Srimat Chakradhar
Differentiable JPEG: The Devil is in the Details. CoRR (2023)
Sibendu Paul, Kunal Rao, Giuseppe Coviello, Murugan Sankaradas, Oliver Po, Y. Charlie Hu, Srimat Chakradhar
Enhancing Video Analytics Accuracy via Real-time Automated Camera Parameter Tuning. SenSys (2022)
Sibendu Paul, Kunal Rao, Giuseppe Coviello, Murugan Sankaradas, Oliver Po, Y. Charlie Hu, Srimat Chakradhar
APT: Adaptive Perceptual quality based camera Tuning using reinforcement learning. CoRR (2022)
Giuseppe Coviello, Kunal Rao, Biplob Debnath, Oliver Po, Srimat Chakradhar
DataXe: A System for Application Self-optimization in Serverless Edge Computing Environments. PerCom Workshops (2022)
Yi Yang, Murugan Sankaradas, Srimat Chakradhar
DyCo: Dynamic, Contextualized AI Models. ACM Trans. Embed. Comput. Syst. 21 (6) (2022)
Priscilla Benedetti, Giuseppe Coviello, Kunal Rao, Srimat Chakradhar
DataX Allocator: Dynamic resource management for stream analytics at the Edge. IOTSMS (2022)
Sibendu Paul, Kunal Rao, Giuseppe Coviello, Murugan Sankaradas, Oliver Po, Y. Charlie Hu, Srimat Chakradhar
APT: Adaptive Perceptual quality based camera Tuning using reinforcement learning. IOTSMS (2022)
Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Md. Yusuf Sarwar Uddin, Biplob Debnath, Srimat Chakradhar
Chimera: Context-Aware Splittable Deep Multitasking Models for Edge Intelligence. SMARTCOMP (2022)
Sibendu Paul, Kunal Rao, Giuseppe Coviello, Murugan Sankaradas, Oliver Po, Y. Charlie Hu, Srimat Chakradhar
Why is the video analytics accuracy fluctuating, and what can we do about it? CoRR (2022)
Biplob Debnath, Oliver Po, Farhan Asif Chowdhury, Srimat Chakradhar
Cosine Similarity based Few-Shot Video Classifier with Attention-based Aggregation. ICPR (2022)
Anousheh Gholami, Kunal Rao, Wang-Pin Hsiung, Oliver Po, Murugan Sankaradas, John S. Baras, Srimat Chakradhar
Application-specific, dynamic reservation of 5G compute and network resources by using reinforcement learning. NAI@SIGCOMM (2022)
Anousheh Gholami, Kunal Rao, Wang-Pin Hsiung, Oliver Po, Murugan Sankaradas, Srimat Chakradhar
ROMA: Resource Orchestration for Microservices-based 5G Applications. CoRR (2022)
Giuseppe Coviello, Kunal Rao, Ciro Giuseppe De Vita, Gennaro Mellone, Srimat Chakradhar
DataXc: Flexible and efficient communication in microservices-based stream analytics pipelines. DASC/PiCom/CBDCom/CyberSciTech (2022)
Murugan Sankaradas, Kunal Rao, Ravi Rajendran, Amit Redkar, Srimat Chakradhar
Edge-based fever screening system over private 5G. CoRR (2022)
Anousheh Gholami, Kunal Rao, Wang-Pin Hsiung, Oliver Po, Murugan Sankaradas, Srimat Chakradhar
ROMA: Resource Orchestration for Microservices-based 5G Applications. NOMS (2022)
Md. Parvez Mollah, Biplob Debnath, Murugan Sankaradas, Srimat Chakradhar, Abdullah Mueen
Efficient Compression Method for Roadside LiDAR Data. CIKM (2022)
Sibendu Paul, Kunal Rao, Giuseppe Coviello, Murugan Sankaradas, Oliver Po, Y. Charlie Hu, Srimat Chakradhar
Why Is the Video Analytics Accuracy Fluctuating, and What Can We Do About It? ECCV Workshops (1) (2022)
Sandesh Dhawaskar Sathyanarayana, Murugan Sankaradas, Srimat Chakradhar
5GLoR: 5G LAN Orchestration for enterprise IoT applications. FNWF (2022)
Giuseppe Coviello, Kunal Rao, Murugan Sankaradas, Srimat Chakradhar
DataX: A System for Data eXchange and Transformation of Streams. IDC (2021)
Biplob Debnath, Giuseppe Coviello, Yi Yang, Srimat Chakradhar
UAC: An Uncertainty-Aware Face Clustering Algorithm. ICCVW (2021)
Kunal Rao, Murugan Sankaradas, Vivek Aswal, Srimat Chakradhar
SmartSlice: Dynamic, self-optimization of application's QoS requests to 5G networks. SDS (2021)
Murugan Sankaradas, Kunal Rao, Ravi Rajendran, Amit Redkar, Srimat Chakradhar
Edge-based fever screening system over private 5G. SEC (2021)
Murugan Sankaradas, Kunal Rao, Srimat Chakradhar
AppSlice: A system for application-centric design of 5G and edge computing applications. NoF (2021)
Naresh Rapolu, Srimat Chakradhar, Ananth Grama
VAYU: Accelerating stream processing applications through dynamic network-aware topology re-optimization. J. Parallel Distributed Comput. 111 (2018)
Naresh Rapolu, Srimat Chakradhar, Adnan Hassan, Ananth Grama
M-Lock: Accelerating Distributed Transactions on Key-Value Stores through Dynamic Lock Localization. IEEE CLOUD (2013)
Gang Tan, Andrew W. Appel, Srimat Chakradhar, Anand Raghunathan, Srivaths Ravi, Daniel C. Wang
Safe Java Native Interface. ISSSE (2006)