Apache Spark, developed by Matei Zaharia and team at UC Berkeley, aims to enhance cluster computing by supporting iterative algorithms, interactive data mining, and programmability through integration with Scala. The motivation behind Spark's Resilient Distributed Datasets (RDDs) is to efficiently r

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Programmable Traffic Management involves packet scheduling, traffic shaping, policing, drop policies, packet buffering, replication, and classification to optimize network performance. It is used in integrated switch architectures and is crucial for addressing diverse traffic characteristics and req

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Explore the evolution of programmable switches and routers, from early attempts at programmability to the introduction of the P4 programming language and Software Defined Networking (SDN). Discover the shift towards greater customization and control in network infrastructure, leading to the developm

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This lecture discusses Parallel Computer Architecture and Programming GPUs, covering topics like the history of GPUs, the role of GPUs in parallel computing, and the evolution of GPU technology. It also highlights the use of GPUs for raster-based graphics, their programmability, and their significan

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PRAN (Programmable Radio Access Networks) introduces a transformative approach to overcome challenges in current RAN architecture, offering programmability, resource coordination, and increased infrastructure utilization. By centralizing base station processing, PRAN optimizes radio resource allocat

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Programming software radios is a key aspect of wireless communication research, with recent advancements in PHY/MAC design and the use of SDR platforms like GNURadio and SORA for experimentation. Challenges include FPGA limitations and the need for hardware synthesis platforms like ZIRIA for high-le

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Emerging network architectures like Software-Defined Networking (SDN) require detailed emulation and performance evaluation. Researchers focus on SDN and OpenFlow to improve network programmability and management. This involves creating accurate emulations to support various switch implementations a

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This tutorial covers hands-on activities and presentations on virtual machine setup, accelerator research overview, RTL modeling, design space exploration using Aladdin, gem5-Aladdin for system integration, and SoC design space exploration. Aladdin, a pre-RTL power-performance accelerator simulator,

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The research delves into the design of a 5G-ready architecture known as NFV-based Network Store, aiming to serve as a digital distribution platform for 5G applications. By focusing on network slicing and programmability, the architecture enhances resource efficiency and agility in deploying software

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SLAC is developing the CRYO ASIC, a high-performance waveform digitizer and serializer optimized for cryogenic operation in experiments like DUNE. The CRYO ASIC offers advanced features such as single-chip integration, programmability, on-chip regulation, and design for reliability. Operating in a 1

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