• Publications
  • Influence
Accelerating Large-Scale Single-Source Shortest Path on FPGA
TLDR
We propose a single-FPGA based design to accelerate SSSP for massive graphs. Expand
  • 27
  • 6
  • PDF
High-Throughput and Energy-Efficient Graph Processing on FPGA
TLDR
In this paper, we propose a novel design for large-scale graph processing on FPGA. Expand
  • 47
  • 5
  • PDF
Optimizing memory performance for FPGA implementation of pagerank
TLDR
We present an FPGA implementation of the classic PageRank algorithm. Expand
  • 29
  • 3
  • PDF
Big data analytics for demand response: Clustering over space and time
TLDR
We explore novel representations of time-series data for BigData analytics, and propose a clustering technique for determining natural segmentation of customers and identification of temporal consumption patterns. Expand
  • 47
  • 2
  • PDF
Social Networking Analysis: A State of the Art and the Effect of Semantics
TLDR
This paper presents a comprehensive study of the state of the art in Social Networking Analysis and examines the impact of content analysis and semantics in social networking analysis research. Expand
  • 35
  • 2
  • PDF
A hybrid design for high performance large-scale sorting on FPGA
TLDR
Sorting is a key kernel in numerous big data application including database operations, graphs and text analytics. Expand
  • 19
  • 2
  • PDF
The unified model of social influence and its application in influence maximization
TLDR
The study of information dissemination on a social network has gained significant importance with the rise of social media. Expand
  • 10
  • 2
  • PDF
The role of organization hierarchy in technology adoption at the workplace
  • C. Chelmis, V. Prasanna
  • Business, Computer Science
  • IEEE/ACM International Conference on Advances in…
  • 25 August 2013
TLDR
We study the effect of organizational hierarchy in adopting a new microblogging service at the workplace. Expand
  • 13
  • 2
  • PDF
Prediction models for dynamic demand response: Requirements, challenges, and insights
TLDR
A feasibility analysis of very-short-term prediction of electricity consumption for D2R over a diverse, large-scale dataset that includes both small residential customers and large buildings. Expand
  • 31
  • 1
  • PDF
Influence in social networks: A unified model?
TLDR
We present a generalized, analytical model of influence in social networks that captures social influence at various levels of granularity, ranging from pairwise influence, to local neighborhood, to the general population, and external events. Expand
  • 15
  • 1