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buzzwords [2021/03/15 13:11]
jhajyahya [Lecture 1 (25.02 Thu.)]
buzzwords [2021/06/03 19:01] (current)
hluo
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 ===== Lecture 1 (25.02 Thu.) ===== ===== Lecture 1 (25.02 Thu.) =====
- +  * Computer Architecture 
 +  * The transformation hierarchy 
 +    * Levels of transformation 
 +  * Design goals 
 +  * Google tensor processing unit (TPU) 
 +  * Tesla self-driving computer 
 +  * Redundant cores for better safety 
 +  * Energy efficiency and performance 
 +  * Intel Optane persistent memory (3D-XPoint) 
 +  * Cerebra'​s wafer scale engine 
 +  * Graphics processing unit (GPU) 
 +  * UPMEM processing-in-DRAM 
 +  * Samsung Function-in-Memory DRAM 
 +  * Processing-in-memory 
 +  * AI/ML chips 
 +  * Reliability and security 
 +  * RowHammer 
 +  * DRAM row 
 +  * Meltdown and Spectre 
 +  * Genome sequencing 
 +    * Covid-19 nanopore sequencing 
 +  * Computing paradigms 
 +  * Accelerators (algorithm-hardware codesign) 
 +  * Memory and storage systems 
 +  * Bahnhof Stadelhofen 
 +  * Santiago Calatrava 
 +  * Architecture 
 +  * Tradeoffs 
 +  * Evaluation criteria 
 +  * Principled design 
 +  * Design constrains
  
 ===== Lecture 2 (04.03 Thu.) ===== ===== Lecture 2 (04.03 Thu.) =====
Line 29: Line 58:
   *Dual Contact Cell   *Dual Contact Cell
   *New memory technologies   *New memory technologies
 +
 +===== Lecture 4 (18.03 Thu.) =====
 +  *Bioinformatics
 +  *Genome Analysis
 +  *DNA Testing
 +  *Chromosomes
 +  *SNPs
 +  *Personalized Medicine
 +  *Phenotypes
 +  *Privacy-Preserving Genome Analysis
 +  *SARS-CoV-2
 +  *Microbiome Profiling
 +  *High-Throughput Sequencers
 +  *Genome Sequencing
 +  *PacBio
 +  *DNA
 +  *Reference Genome
 +  *Metagenomics
 +  *Read Mapping
 +  *Hashing
 +  *Seeds
 +  *Read Alignment
 +  *Smith-Waterman
 +  *Hamming distance
 +  *Accelerating Read Mapping
 +  *Seed Filtering
 +  *Pre-alignment Filtering
 +  *Read Alignment Acceleration
 +  *FastHASH
 +  *Cheap K-mer Selection
 +  *GateKeeper
 +  *Shifted Hamming Distance
 +  *FPGA
 +  *Shouji
 +  *SneakySnake
 +  *Hybrid Memory Cube
 +  *Ambit
 +  *RowClone
 +  *Pinatubo
 +  *Tesseract
 +  *GRIM-Filter
 +  *GenCache
 +  *Darwin
 +  *GenASM
 +  *AirLift
 +  *UPMEM
 +
 +===== Session 1 (25.03 Thu.) =====
 +  *Spectre
 +  *Branches
 +  *Misspeculation
 +  *Out-of-Order
 +  *Flush cache
 +  *Side-channel attack ​
 +  *Rowhammer
 +  *DRAM scaling
 +  *Bloom filter
 +  *Blockhammer
 +  *Throttle
 +  *Blacklisting
 +
 +===== Session 2 (10.04 Thu.) =====
 +  *True Random Number Generators (TRNGs)
 +  *NIST tests
 +  *DRAM cell Activation failure
 +  *Entropy source
 +  *DRAM timing constraints
 +  *Startup values
 +  *Data retention
 +  *Charge sharing
 +  *Bit-serial operations
 +  *Bit-parallel arithmetics
 +  *DRAM subarray
 +
 +
 +===== Session 3 (15.04 Thu.) =====
 +  *PageRank
 +  *Spatial/​temporal locality
 +  *3D stacking
 +  *PIM
 +  *PEI
 +  *Intrinsics
 +  *Locality-aware
 +  *Through-Silicon Via (TSV)
 +  *Hybrid Memory Cube (HMC)
 +  *PIM Computation Unit (PCU)
 +  *PIM Management Unit (PMU)
 +  *Atomicity
 +  *Reader-writer lock
 +  *Cache coherence
 +  *Locality-aware execution
 +
 +===== Session 4 (22.04 Thu.) =====
 +  *On-chip networks
 +  *Chip router
 +  *Buffer routing
 +  *Bufferless routing
 +  *Reroute
 +  *Youngest flit
 +  *Head flit
 +  *Worm deflection
 +  *Worm truncation
 +  *Routing mechanism
 +  *Homogeneous
 +  *High propability
 +  *Congestion control
 +  *Network type
 +  *Prefetcher
 +  *Data-indirect workloads
 +  *Data indirection graph
 +  *Indirect memory accesses
 +  *Breadth-First Search ​
 +  *Data-dependent loads
 +  *Load-dependent branches
 +  *Allocator calls
 +  *Dependent loads
 +  *Adjacent bounds
 +  *No inbound edges
 +  *Dedicated SRAM
 +  *Prefetch Status Handling Registers ​
 +
 +===== Session 5 (29.04 Thu.) =====
 +
 +  *Branch prediction
 +  *Perceptron
 +  *Pipeline
 +  *Control hazard
 +  *Branch history table (BHT)
 +  *Pattern History Table (PHT)
 +  *Memory controller
 +  *Machine Learning
 +  *Reinforcement learning
 +  *Chip Multiprocessors
 +  *Off-chip bandwidth
 +  *Memory
 +  *Self-optimizing
 +  *Environment
 +  *Agent
 +  *Reward
 +  *Bus utilization
 +  *Feature selection
 +  *Q-values
 +  *CMAC representation
 +
 +===== Session 6 (06.05 Thu.) =====
 +
 +  *Deep Neural Network (DNN)
 +  *Approximation
 +  *Quantization
 +  *Huffman Coding
 +  *Pruning
 +  *Training
 +  *Inference
 +  *Sparsity
 +  *Robustness
 +  *SneakySnake
 +  *Genome Pre-alignment
 +  *Hardware Acceleration
 +  *Read Mapping
 +  *Sequence Alignment
 +  *Approximate String Matching (ASM)
 +  *Single Net Routing (SNR)
 +  *Filtering Accuracy
 +  *Short Sequences
 +  *Long Sequence
 +
 +===== Session 9 (03.06 Thu.) =====
 +
 +  * DRAM Access Latency
 +  * DRAM Subarray
 +  * DRAM Row Buffer Hit Rate
 +  * In-DRAM Caching
 +  * Heterogeneous DRAM Bank
 +  * Heterogeneous DRAM Subarray
 +  * DRAM Row
 +  * Bulk In-DRAM Data Movement
 +  * Fine-Grained In-DRAM Data Movement
 +  * Local Row Buffer
 +  * Global Bitline
 +  * Global Row Buffer
 +  * Simultaneous Row Activation
 +  * Column Decoding
 +  * Cache Miss/Hit
 +  * Cache Line Replacement Policy
 +  * Software Instrumentation
 +  * Misses Per Kilo Instruction (MPKI)
 +  * Weighted Speedup
 +  * ECC Memory
 +  * On-Die ECC
 +
  
buzzwords.1615810318.txt.gz · Last modified: 2021/03/15 13:11 by jhajyahya