178 citations · 1.1k across the 84 of their papers we have counts for
9 papers · 1 filter
Big Data and Fog Computing
Yogesh Simmhan
Fog computing serves as a computing layer that sits between the edge devices and the cloud in the network topology. They have more compute capacity than the edge but much less so t…
Toward Reliable and Rapid Elasticity for Streaming Dataflows on Clouds
Anshu Shukla, Yogesh Simmhan
The pervasive availability of streaming data is driving interest in distributed Fast Data platforms for streaming applications. Such latency-sensitive applications need to respond…
A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade
Rajkumar Buyya, Satish Narayana Srirama, Giuliano Casale +22
The Cloud computing paradigm has revolutionised the computer science horizon during the past decade and has enabled the emergence of computing as the fifth utility. It has captured…
Collaborative Reuse of Streaming Dataflows in IoT Applications
Shilpa Chaturvedi, Sahil Tyagi, Yogesh Simmhan
Distributed Stream Processing Systems (DSPS) like Apache Storm and Spark Streaming enable composition of continuous dataflows that execute persistently over data streams. They are…
ECHO: An Adaptive Orchestration Platform for Hybrid Dataflows across Cloud and Edge
Pushkara Ravindra, Aakash Khochare, Siva Prakash Reddy +3
The Internet of Things (IoT) is offering unprecedented observational data that are used for managing Smart City utilities. Edge and Fog gateway devices are an integral part of IoT…
Demystifying Fog Computing: Characterizing Architectures, Applications and Abstractions
Prateeksha Varshney, Yogesh Simmhan
Internet of Things (IoT) has accelerated the deployment of millions of sensors at the edge of the network, through Smart City infrastructure and lifestyle devices. Cloud computing…
Model-driven Scheduling for Distributed Stream Processing Systems
Anshu Shukla, Yogesh Simmhan
Distributed Stream Processing frameworks are being commonly used with the evolution of Internet of Things(IoT). These frameworks are designed to adapt to the dynamic input message…
RIoTBench: A Real-time IoT Benchmark for Distributed Stream Processing Platforms
Anshu Shukla, Shilpa Chaturvedi, Yogesh Simmhan
The Internet of Things (IoT) is an emerging technology paradigm where millions of sensors and actuators help monitor and manage, physical, environmental and human systems in real-t…
ARM Wrestling with Big Data: A Study of Commodity ARM64 Server for Big Data Workloads
Jayanth Kalyanasundaram, Yogesh Simmhan
ARM processors have dominated the mobile device market in the last decade due to their favorable computing to energy ratio. In this age of Cloud data centers and Big Data analytics…