• Loop Transformations for Multi-/Many-Core Architectures using Machine Learning 

  Babalad, Shilpa

  Loop transformation techniques such as loop tiling, loop interchange and unroll-and-jam help expose better coarse-grain and fine-grain data-level parallelisms as well as exploit data locality. These transformations are ...

• Learning with Multi-domain and Multi-view Graph Data 

  Kadambari, Sai Kiran

  In many applications, we observe large volumes of data supported on irregular (non-Euclidean) domains. In graph signal processing (GSP) and graph machine learning (GML), data is indexed using the nodes of a graph and ...

• Sequential Transfer in Multi-Armed Bandits using Reward Samples 

  Rahul, N R

  We consider a sequential multi-task problem, where each task is modeled as a stochastic multi-armed bandit with K arms. We study the problem of transfer learning in this setting and propose algorithms based on UCB to ...

• Fair and Efficient Dynamic Memory De-bloating 

  Gangar, Parth

  The virtual memory abstraction simplifies programming and enhances portability but requires the processor to translate virtual addresses to physical addresses which can be expensive. To speed up the virtual-to-physical ...

• Developing Experimental Approaches to Gain Physical Insights into High Electric Field and Hot Electron Reliability of AlGaN/GaN HEMTs 

  Roy Chaudhuri, Rajashri

  Next-generation power conversion systems, designed to achieve environmental and economic sustainability, are required to be efficient and smaller in size. Advances in silicon-based power devices, which are the major driving ...

• PyGraph: Compiler Support for Efficient and Transparent Use of CUDA Graphs 

  Ghosh, Abhishek

  CUDA Graphs --- a recent hardware feature introduced for NVIDIA GPUs --- aim to reduce CPU launch overhead by capturing and launching a series of GPU tasks (kernels) as a DAG. However, deploying CUDA Graphs faces several ...

• Integrated Nanophotonic Devices Based on Van der Waals materials for Applications in Nonlinear and Quantum Photonics 

  Prosad, Asish

  Integrated photonics is a promising technology for realizing miniaturized optical systems with enhanced stability and performance for applications in light-based communication, sensing, imaging, biomedical diagnostics etc. ...

• ESD Design for Advanced CMOS and Analog nodes 

  Monishmurali, M

  The study of Electrostatic Discharge (ESD) reliability within Integrated Circuits (IC) is crucial due to its direct influence on electronic device performance, longevity, and functionality. As semiconductor technology ...

• Delivery Strategies for Dynamic Contents in Edge Caching Systems 

  Krishna, Anu V

  In today's digital age, multimedia consumption is pervasive, driven by video-on-demand platforms, online social networks, and sensor networks. Whether it is the latest blockbuster movie on a streaming service or real-time ...

• Coding Schemes and Converse Bounds for Secure, Multi-Access, and Multi-Antenna Coded Caching Problems 

  Namboodiri, Krishnan K K

  With rapid advancements in technology, there is an increase in the adoption of data-hungry applications, especially entertainment services like on-demand music and video streaming and download. The high temporal variability ...

• Group Testing: A Probably Approximately Correct Analysis and Recovery Algorithms for pooled RT-qPCR 

  Bharadwaja, Sameera H

  The goal of group testing, also called pool testing, is to successfully identify a set of k defectives from a population of n items using only m (< n) group tests. In each group test, a subset of the n items is tested ...

• Label Efficient and Generalizable No-reference Video Quality Assessment 

  Mitra, Shankhanil

  No-reference (NR) video quality assessment (VQA) refers to the study of the quality of degraded videos without the need for reference pristine videos. The problem has wide applications ranging from the quality assessment ...

• Design of Placement Delivery Arrays for Shared Cache and Multi-antenna Coded Caching Problems 

  Peter, Elizabath

  Caching has been considered as a promising technique to handle the exponential growth of wireless data traffic. The caches distributed across the network are utilized to shift some of the peak-hour traffic to off-peak ...

• Towards Practical High Throughput Laser-based Indoor Optical Wireless Communication Systems 

  Sathisha, R N

  Wireless communication has become an essential necessity in our day-to-day life with majority of these systems currently use radio frequency (RF) technology to transmit information. To meet the high end requirements, new ...

• Advancing the Communication Complexity Landscape of Perfectly Secure Multiparty Computation 

  Patil, Shravani Mahesh

  Secure multiparty computation (MPC) allows n distrustful parties to jointly compute a function on their inputs while keeping their inputs private. The distrust is modelled as an adversary that controls up to t parties and ...

• Development of Pulsed Power Systems and Tooling Coils for Electromagnetic Manufacturing Applications 

  Kaushik, Deepak

  Electromagnetic pulse manufacturing is an emerging non-conventional manufacturing technique used for the forming of workpieces at very high strain rates. The manufacturing assembly consists of the tooling coil (or actuator), ...

• Zero-Knowledge Proofs with Enhanced Deniability 

  Sur, Suvankar

  In cryptography, deniability is a crucial concept that allows a participant to plausibly deny taking part in executing a scheme or protocol. Non-interactive zero-knowledge (NIZK) proofs enable a party (the prover) to ...

• Neuromorphic Silicon Retinas: Analog and Digital Models 

  Philip, Prince

  Silicon retinas are artificial retinal devices designed to replicate the functionality of the biological retina using silicon-based technologies. These retinas aim to address visual impairment by capturing and processing ...

• Power Swing Blocking Protection in Presence of Large Scale Grid Following PV Generation 

  Jayamohan, Meenu

  The increasing penetration of Inverter-Based Resources (IBRs) in power grids, driven by environmental concerns, has significantly altered the system's dynamic behavior. Unlike traditional Synchronous Generators (SGs), IBRs ...

• Investigation on Direct Lightning Strike to High Voltage Transmission Lines 

  Sukesh, A

  Lightning continues to be the single largest natural cause of line outages. With high voltage lines spanning millions of kilometres around the globe, it has been a serious concern to transmission line engineers. Quite ...

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