Deep Neural Networks (DNNs) have reinvigorated real-world applications that rely on
learning patterns of data and are permeating into different industries and markets. Cloud …

The microservice architecture has dramatically reduced user effort in adopting and
maintaining servers by providing a catalog of functions as services that can be used as …

Artificial intelligence (AI) is a rapidly growing field with numerous applications, and
containerization is one area where AI can play a significant role. This research discusses …

We are witnessing the emergence of elastic web services which are hosted in public cloud
infrastructures. For reasons of cost-effectiveness, it is crucial for the elasticity of these web …

Compute heterogeneity is increasingly gaining prominence in modern datacenters due to
the addition of accelerators like GPUs and FPGAs. We observe that datacenter schedulers …

Cloud Computing has revolutionized the way applications are developed, deployed, and
maintained. Over the past decade, we have observed dynamically growing interest in Cloud …

FPGAs have been widely deployed in public clouds, eg, Amazon Web Services (AWS) and
Huawei Cloud. However, simply offloading accelerated kernels from CPU hosts to PCIe …

Billions of Internet-of-Things (IoT) devices such as sensors, actuators, computing units, etc.,
are connected to form IoT platforms. However, it is observed that such hardware platforms …

We introduce Caliper, a technique for accurately estimating performance interference
occurring in shared servers. Caliper overcomes the limitations of prior approaches by …

The proposed scheduling method for cloud computing called “quality-aware batch
scheduling of containers (QABSC)” gives priority to timely completion of tasks that are …