Massoud Pedram

TL;DR: A solution for load balancing and scheduling problem based on the force-directed scheduling approach is presented that considers the online application workload and limited resource and peak power capacity in each datacenter.

TL;DR: A dynamic energy management policy is presented for a wireless video streaming system, consisting of battery-powered client and server, such that the maximum system lifetime is achieved while satisfying a given minimum video quality requirement.

TL;DR: This paper presents work on developing design flows and tools for DC- and AC-biased SFQ circuits, leveraging unique characteristics and design requirements of the SFQ logic families.

TL;DR: This paper presents a technique for combining the test controllers into a minimal area merged controller and shows that this technique produces merged machines that, after state and input encoding using the minimum number of bits, have on average 33% and 24% less product terms and area, respectively.

TL;DR: This paper proposes VIBNN, an FPGA-based hardware accelerator design for variational inference on BNNs, and introduces two high performance Gaussian (pseudo) random number generators: the RAM-based Linear Feedback Gaussian Random Number Generator (RLF-GRNG), which is inspired by the properties of binomial distribution and linear feedback logics, and the Bayesian Neural Network-oriented Wallace Gaussian random number generator.