A closer look at spatiotemporal convolutions for action recognition
In this paper we discuss several forms of spatiotemporal convolutions for video analysis and
study their effects on action recognition. Our motivation stems from the observation that 2D …
study their effects on action recognition. Our motivation stems from the observation that 2D …
Heracles: Improving resource efficiency at scale
User-facing, latency-sensitive services, such as websearch, underutilize their computing
resources during daily periods of low traffic. Reusing those resources for other tasks is rarely …
resources during daily periods of low traffic. Reusing those resources for other tasks is rarely …
Ubik: Efficient cache sharing with strict QoS for latency-critical workloads
Chip-multiprocessors (CMPs) must often execute workload mixes with different performance
requirements. On one hand, user-facing, latency-critical applications (eg, web search) need …
requirements. On one hand, user-facing, latency-critical applications (eg, web search) need …
MoCA: Memory-centric, adaptive execution for multi-tenant deep neural networks
Driven by the wide adoption of deep neural networks (DNNs) across different application
domains, multi-tenancy execution, where multiple DNNs are deployed simultaneously on …
domains, multi-tenancy execution, where multiple DNNs are deployed simultaneously on …
Jigsaw: Scalable software-defined caches
N Beckmann, D Sanchez - Proceedings of the 22nd …, 2013 - ieeexplore.ieee.org
Shared last-level caches, widely used in chip-multi-processors (CMPs), face two
fundamental limitations. First, the latency and energy of shared caches degrade as the …
fundamental limitations. First, the latency and energy of shared caches degrade as the …
Improving resource efficiency at scale with heracles
User-facing, latency-sensitive services, such as websearch, underutilize their computing
resources during daily periods of low traffic. Reusing those resources for other tasks is rarely …
resources during daily periods of low traffic. Reusing those resources for other tasks is rarely …
Congestion control and QoS in NoC by regulating the injection traffic
S Kumar, E Norige - US Patent 9,571,402, 2017 - Google Patents
Abstract Systems and methods described herein are directed to solutions for NoC
interconnects that provide congestion avoidance and end-to-end uniform and weighted-fair …
interconnects that provide congestion avoidance and end-to-end uniform and weighted-fair …
Asymmetric mesh NoC topologies
GO6F 3/40(2006.01) f lan for a N k on Chi C 1 h GO6F 5/78 (2006.01) oor plan for a Network
on Chip (NoC) topology that can include a plurality of on chip blocks of substantially non …
on Chip (NoC) topology that can include a plurality of on chip blocks of substantially non …
Asymmetric mesh NoC topologies
Example implementations described herein are directed to a system on chip (SoC) that can
include a plurality of blocks of substantially non-uniform shapes and dimensions, a plurality …
include a plurality of blocks of substantially non-uniform shapes and dimensions, a plurality …
Streaming bridge design with host interfaces and network on chip (NoC) layers
R Chopra, S Kumar - US Patent 9,699,079, 2017 - Google Patents
Abstract Systems and methods described herein are directed to streaming bridge design
implementations that help interconnect and transfer transaction packets between multiple …
implementations that help interconnect and transfer transaction packets between multiple …