Author: cnsmember

We propose to develop, test, and deploy Periscope, a large-scale measurement platform to unify and automate the discovery and querying

The emerging non-volatile memories (NVM) enable very fast byte-level accesses to the memory as well as persistence. However, their cost

One of the most alluring aspects of NVMM technologies is that applications can directly access and modify their contents using

Non-volatile main memory (NVMM) technologies, like Intel’s 3D-XPoint, require us to reengineer scalable, distributed storage systems. Traditional disk-based designs are

Rich, structured datasets are increasingly being bought and sold in cloud-based data marketplaces such as Microsoft DataMarket for various tasks,

Building a machine learning (ML) model for data analytics is seldom a “slam dunk”–it is usually an iterative and exploratory

While almost all machine learning (ML) toolkits expect the training data to be in a single table, many real datasets

Today’s computing systems are designed to deliver only exact solutions at high energy cost, while many of the algorithms that

Research in SEELab focuses on various application areas of the Internet of Things (IoT) ecosystem, providing solutions at various levels

Failures are a fact of life in today’s large-scale, rapid- changing systems in cloud and data centers. To mitigate the