yusuke1997/dblp-id-title huggingface dataset:
Approximating the Solution of Surface Wave Propagation Using Deep Neural Networks
Sampling Methods in Genetic Programming Learners from Large Datasets: A Comparative Study
Wind Speed Intervals Prediction using Meta-cognitive Approach
Big Data for a Linked Open Economy
Multi-task Deep Neural Networks for Automated Extraction of Primary Site and Laterality Information from Cancer Pathology Reports
Advances in Big Data - Proceedings of the 2nd INNS Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece
Spark Parameter Tuning via Trial-and-Error
INNS Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018
Using Convolutional Neural Networks to Distinguish Different Sign Language Alphanumerics
Convolutional Neural Networks for Twitter Text Toxicity Analysis
Playlist Generation via Vector Representation of Songs
Hadoop MapReduce Performance on SSDs: The Case of Complex Network Analysis Tasks
Asynchronous Stochastic Variational Inference
Preliminary study on estimation of 12.7 x 99 mm caliber projectile motion using Ensemble Kalman Filter method
Perturbed Proximal Descent to Escape Saddle Points for Non-convex and Non-smooth Objective Functions
CCM: Controlling the Change Magnitude in High Dimensional Data
Skipping Two Layers in ResNet Makes the Generalization Gap Smaller than Skipping One or No Layer
Attribute Learning for Network Intrusion Detection
Big Data and the Virtuous Circle of Railway Digitization
Recent Advances in Big Data and Deep Learning, Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019
Limitations of Shallow Networks
Deep Tree Transductions - A Short Survey
Online Continual Learning on Sequences
Novel Automatic Filter-Class Feature Selection for Machine Learning Regression
A Multi-step Nonlinear Dimension-reduction Approach with Applications to Bigdata
Predicting Human Behavior Based on Web Search Activity: Greek Referendum of 2015
Design of Experiment to Optimize the Architecture of Deep Learning for Nonlinear Time Series Forecasting
Visualization of Human Cognitive States Monitored by High-density EEG Arrays
Comparison of Feature Selection Methods to Classify Inhibitors in DUD-E Database
Restoration Time Prediction in Large Scale Railway Networks: Big Data and Interpretability
Big Data Analytics based on PANFIS MapReduce
Improving Railway Maintenance Actions with Big Data and Distributed Ledger Technologies
Preliminary study on estimation of 12.7 x 99 mm caliber projectile using Unscented Kalman Filter method
Effects of Skip-Connection in ResNet and Batch-Normalization on Fisher Information Matrix
Visual Analytics for Supporting Conflict Resolution in Large Railway Networks
Learning Symbols by Neural Network
Traffic Sign Detection Using R-CNN
Pseudoinverse Learners: New Trend and Applications to Big Data
Recent Trends in Learning From Data - Tutorials from the INNS Big Data and Deep Learning Conference (INNSBDDL 2019)
Foreign currency exchange rate prediction using neuro-fuzzy systems
A Preference-Learning Framework for Modeling Relational Data
A fast and self-adaptive on-line learning detection system
An Infrastructure and Approach for Inferring Knowledge Over Big Data in the Vehicle Insurance Industry
Regularizing Neural Networks with Gradient Monitoring
Fast Spectral Radius Initialization for Recurrent Neural Networks
A Darknet Traffic Analysis for IoT Malwares Using Association Rule Learning
RandomFIS: A Fuzzy Classification System for Big Datasets
Modeling Urban Traffic Data Through Graph-Based Neural Networks
Size/Accuracy Trade-Off in Convolutional Neural Networks: An Evolutionary Approach
Understanding Ancient Coin Images
Analyzing Big Security Logs in Cluster with Apache Spark
Delay Prediction System for Large-Scale Railway Networks Based on Big Data Analytics
A Graph-Based Big Data Model for Wireless Multimedia Sensor Networks
Probabilistic Bounds for Binary Classification of Large Data Sets
Roll motion prediction using a hybrid deep learning and ARIMA model
A Semi-supervised Deep Rule-Based Approach for Remote Sensing Scene Classification
Spatial Bag of Features Learning for Large Scale Face Image Retrieval
Multikernel Activation Functions: Formulation and a Case Study
A Closed-Form Expression for Outage Secrecy Capacity in Wireless Information-Theoretic Security
Signalprint-Based Intrusion Detection in Wireless Networks
Security for Heterogeneous and Ubiquitous Environments Consisting of Resource-Limited Devices: An Approach to Authorization Using Kerberos
RSSI-Based User Centric Anonymization for Location Privacy in Vehicular Networks
Enhanced Access Polynomial Based Self-healing Key Distribution
Security in Emerging Wireless Communication and Networking Systems - First International ICST Workshop, SEWCN 2009, Athens, Greece, September 14, 2009, Revised Selected Papers
Integrating Wireless Sensor Networks with Computational Grids
Security Flaws in an Efficient Pseudo-Random Number Generator for Low-Power Environments
Efficient Lightweight Compression Alongside Fast Scans
Proceedings of the Sixth International Workshop on Data Management on New Hardware, DaMoN 2010, Indianapolis, IN, USA, June 7, 2010
k-ary search on modern processors
Hathi: durable transactions for memory using flash
Cache management in MASCARA-FPGA: from coalescing heuristic to replacement policy
Making cost-based query optimization asymmetry-aware
Boosting scalable data analytics with modern programmable networks
Processing-in-Memory for Databases: Query Processing and Data Transfer
In memory processing of massive point clouds for multi-core systems
The Difficult Balance Between Modern Hardware and Conventional CPUs
Random Forests over normalized data in CPU-GPU DBMSes
In situ neighborhood sampling for large-scale GNN training
Large scale Itanium® 2 processor OLTP workload characterization and optimization
Boosting data filtering on columnar encoding with SIMD
More than a network: distributed OLTP on clusters of hardware islands
Reducing Bloom Filter CPU Overhead in LSM-Trees on Modern Storage Devices
Model-Driven Right-Sizing of Offloading in Data Processing Pipelines
The five-minute rule twenty years later, and how flash memory changes the rules
A general framework for improving query processing performance on multi-level memory hierarchies
Main memory adaptive indexing for multi-core systems
So Far and yet so Near - Accelerating Distributed Joins with CXL
Energy-Efficient Query Processing on Embedded CPU-GPU Architectures
The effects of virtualization on main memory systems
How to efficiently snapshot transactional data: hardware or software controlled?
Energy-proportional query execution using a cluster of wimpy nodes
An Energy-Efficient Stream Join for the Internet of Things
Joins in a heterogeneous memory hierarchy: exploiting high-bandwidth memory
Efficient Data Access Paths for Mixed Vector-Relational Search
Proceedings of the 20th International Workshop on Data Management on New Hardware, DaMoN 2024, Santiago, Chile, 10 June 2024
DuckDB-SGX2: The Good, The Bad and The Ugly within Confidential Analytical Query Processing
Analyzing memory accesses with modern processors
International Conference on Management of Data, DaMoN 2022, Philadelphia, PA, USA, 13 June 2022
Fast integer compression using SIMD instructions
Proceedings of the 17th International Workshop on Data Management on New Hardware, DaMoN 2021, 21 June 2021, Virtual Event, China
Concurrent online sampling for all, for free
Persistent Buffer Management with Optimistic Consistency
Architecture-Conscious Databases: sub-optimization or the next big leap?
AMULET: Adaptive Matrix-Multiplication-Like Tasks
The tale of 1000 Cores: an evaluation of concurrency control on real(ly) large multi-socket hardware
Optimistic regular expression matching on FPGAs for near-data processing
A Characterization of Data Mining Workloads on a Modern Processor
Cache-conscious buffering for database operators with state
Event Stream Processing on Heterogeneous System Architecture
Drop It In Like It's Hot: An Analysis of Persistent Memory as a Drop-in Replacement for NVMe SSDs
G-ALP: Rethinking Light-weight Encodings for GPUs
The Price of Privacy: A Performance Study of Confidential Virtual Machines for Database Systems
GPU-Accelerated Similarity Self-Join for Multi-Dimensional Data
Towards Data-Based Cache Optimization of B+-Trees
B-tree indexes, interpolation search, and skew
Pipelined hash-join on multithreaded architectures
Towards Practical Vectorized Analytical Query Engines
Spinning relations: high-speed networks for distributed join processing
Let's add transactions to FPGA-based key-value stores!
A case for micro-cellstores: energy-efficient data management on recycled smartphones
Supporting extended precision on graphics processors
Exact Set Similarity Joins for Large Datasets in the GPGPU paradigm
Hardware-Conscious Sliding Window Aggregation on GPUs
Accelerating User-Defined Aggregate Functions (UDAF) with Block-wide Execution and JIT Compilation on GPUs
Instant Graph Query Recovery on Persistent Memory
Empirical evaluation across multiple GPU-accelerated DBMSes
The ART of practical synchronization
Hardware Supported Memory Access for High Performance Main Memory Databases
Proceedings of the Ninth International Workshop on Data Management on New Hardware, DaMoN 2013, New York, NY, USA, June 24, 2013
Delilah: eBPF-offload on Computational Storage
Vectorized data processing on the cell broadband engine
A case for hardware-supported sub-cache line accesses
OLTP on a server-grade ARM: power, throughput and latency comparison
How Does Software Prefetching Work on GPU Query Processing?
FPGA-accelerated group-by aggregation using synchronizing caches
Ameliorating memory contention of OLAP operators on GPU processors
HPCache: Memory-Efficient OLAP Through Proportional Caching
By their fruits shall ye know them: A Data Analyst's Perspective on Massively Parallel System Design
Architectural characterization of XQuery workloads on modern processors
Bang for the Buck: Vector Search on Cloud CPUs
Proceedings of the 21st International Workshop on Data Management on New Hardware, DaMoN 2025, Berlin, Germany, June 22-27, 2025
Scalable frequent itemset mining on many-core processors
A comparison of the use of virtual versus physical snapshots for supporting update-intensive workloads
TLB misses: The Missing Issue of Adaptive Radix Tree?
Ultra-Fast Similarity Search Using Ternary Content Addressable Memory
Zero-sided RDMA: Network-driven Data Shuffling
Critical sections: re-emerging scalability concerns for database storage engines
Proceedings of the 19th International Workshop on Data Management on New Hardware, DaMoN 2023, Seattle, WA, USA, June 18-23, 2023
Exploiting Intel Optane SSD for Microsoft SQL Server
Larger-than-memory data management on modern storage hardware for in-memory OLTP database systems
Lessons learned from the early performance evaluation of Intel optane DC persistent memory in DBMS
Using secure coprocessors for privacy preserving collaborative data mining and analysis
Architecture-conscious hashing
Efficient generation of machine code for query compilers
IPA-IDX: In-Place Appends for B-Tree Indices
Performance Analysis and Automatic Tuning of Hash Aggregation on GPUs
Modeling the performance of algorithms on flash memory devices
In situ Statistics Generation within partially reconfigurable Hardware Accelerators for Query Processing
Resource-Efficient Database Query Processing on FPGAs
Multi-core column-store parallelization under concurrent workload
Accelerating the Unacceleratable: Hybrid CPU/GPU Algorithms for Memory-Bound Database Primitives
Microarchitectural Analysis of Graph BI Queries on RDBMS
Make the most out of your SIMD investments: counter control flow divergence in compiled query pipelines
A new look at the roles of spinning and blocking
Efficient k-means on GPUs
Big data causing big (TLB) problems: taming random memory accesses on the GPU
Improving In-Memory Database Operations with Acceleration DIMM (AxDIMM)
FPGA-Accelerated compression of integer vectors
Why Your Experimental Results Might Be Wrong
Comparative analysis of OpenCL and RTL for sort-merge primitives on FPGA
KeRRaS: Sort-Based Database Query Processing on Wide Tables Using FPGAs
KISS-Tree : smart latch-free in-memory indexing on modern architectures
Faster across the PCIe bus: a GPU library for lightweight decompression: including support for patched compression schemes
Micro Partitioning: Friendly to the Hardware and the Developer
SiliconDB: rethinking DBMSs for modern heterogeneous co-processor environments
An Analysis of AWS Nitro Enclaves for Database Workloads
Performance or Efficiency? A Tale of Two Cores for DB Workloads
Profiling a GPU database implementation: a holistic view of GPU resource utilization on TPC-H queries
Freezing Frozen Pages with Multi-Stream SSDs
Scaling the Memory Power Wall With DRAM-Aware Data Management
Energy-Efficient In-Memory Data Stores on Hybrid Memory Hierarchies
16th International Workshop on Data Management on New Hardware, DaMoN 2020, Portland, Oregon, USA, June 15, 2020
Proceedings of the 12th International Workshop on Data Management on New Hardware, DaMoN 2016, San Francisco, CA, USA, June 27, 2016
Cost/performance in modern data stores: how data caching systems succeed
A Parametric I/O Model for Modern Storage Devices
Proceedings of the 14th International Workshop on Data Management on New Hardware, Houston, TX, USA, June 11, 2018
On the impact of flash SSDs on spatial indexing
Efficient compute node-local replication mechanisms for NVRAM-centric data structures
Enabling efficient OS paging for main-memory OLTP databases
GiST scan acceleration using coprocessors
Reducing OLTP instruction misses with thread migration
Benchmarking the Second Generation of Intel SGX Hardware
The collection Virtual Machine: an abstraction for multi-frontend multi-backend data analysis
Database cracking: fancy scan, not poor man's sort!
Proceedings of the Seventh International Workshop on Data Management on New Hardware, DaMoN 2011, Athens, Greece, June 13, 2011
LSM Management on Computational Storage
Workshop on Data Management on New Hardware, DaMoN 2005, Baltimore, Maryland, USA, June 12, 2005
On testing persistent-memory-based software
Dynamic fine-grained scheduling for energy-efficient main-memory queries
Making CSB+-Tree Processor Conscious
A cost model for NDP-aware query optimization for KV-stores
DSM vs. NSM: CPU performance tradeoffs in block-oriented query processing
Proceedings of the 15th International Workshop on Data Management on New Hardware, DaMoN 2019, Amsterdam, The Netherlands, 1 July 2019
pimDB: From Main-Memory DBMS to Processing-In-Memory DBMS-Engines on Intelligent Memories
Tenth International Workshop on Data Management on New Hardware, DaMoN 2014, Snowbird, UT, USA, June 23, 2014
Flashing databases: expectations and limitations
Heterogeneous Intra-Pipeline Device-Parallel Aggregations
The Serial Safety Net: Efficient Concurrency Control on Modern Hardware
A Wake-Up Call for Kernel-Bypass on Modern Hardware
Fetch Me If You Can: Evaluating CPU Cache Prefetching and Its Reliability on High Latency Memory
Integer Compression in NVRAM-centric Data Stores: Comparative Experimental Analysis to DRAM
Accelerating Main-Memory Table Scans with Partial Virtual Views
Workshop on Data Management on New Hardware, DaMoN 2007, Beijing, China, June 15, 2007
In-memory grid files on graphics processors
Accelerating Database Operations Using a Network Processor
Avoiding version redundancy for high performance reads in temporal databases
SFVInt: Simple, Fast and Generic Variable-Length Integer Decoding using Bit Manipulation Instructions
CAM conscious integrated answering of frequent elements and top-k queries over data streams
Workload-Driven Placement of Column-Store Data Structures on DRAM and NVM
Fluid Co-processing: GPU Bloom-filters for CPU Joins
Fast scans and joins using flash drives
QMD: exploiting flash for energy efficient disk arrays
Performant Almost-Latch-Free Data Structures Using Epoch Protection
Evaluating and repairing write performance on flash devices
High throughput heavy hitter aggregation for modern SIMD processors
HICAMP bitmap: space-efficient updatable bitmap index for in-memory databases
The HELLS-join: a heterogeneous stream join for extremely large windows
Large-scale in-memory analytics on Intel ® Optane ™ DC persistent memory
Accelerating GPU Data Processing using FastLanes Compression
Result-Set Management for NDP Operations on Smart Storage
How to Be Fast and Not Furious: Looking Under the Hood of CPU Cache Prefetching
Filter Representation in Vectorized Query Execution
An analysis and comparison of database cracking kernels
Efficient Relational Database Management using Graphics Processors
Accelerating re-pair compression using FPGAs
Elastic Use of Far Memory for In-Memory Database Management Systems
CFDC: a flash-aware replacement policy for database buffer management
ParaGraph: Accelerating Graph Indexing through GPU-CPU Parallel Processing for Efficient Cross-modal ANNS
Data partitioning on chip multiprocessors
Scalable and robust latches for database systems
To share or not to share vector registers?
An analysis of LSM caching in NVRAM
Scalable aggregation on multicore processors
Proceedings of the Fifth International Workshop on Data Management on New Hardware, DaMoN 2009, Providence, Rhode Island, USA, June 28, 2009
Multithreaded Architectures and The Sort Benchmark
Toward GPUs being mainstream in analytic processing: An initial argument using simple scan-aggregate queries
Path to GPU-Initiated I/O for Data-Intensive Systems
Improving CPU I/O Performance via SSD Controller FTL Support for Batched Writes
Uncore your Queries: Towards CPU-less Query Processing
nKV: near-data processing with KV-stores on native computational storage
Vectorization vs. compilation in query execution
Frequent itemset mining on graphics processors
Workshop on Data Management on New Hardware, DaMoN 2006, Chicago, Illinois, USA, June 25, 2006
Beyond the Wall: Near-Data Processing for Databases
Deadlock-free joins in DB-mesh, an asynchronous systolic array accelerator
XJoin: Portable, parallel hash join across diverse XPU architectures with oneAPI
Fast & Strong: The Case of Compressed String Dictionaries on Modern CPUs
4th Workshop on Data Management on New Hardware, DaMoN 2008, Vancouver, BC, Canada, June 13, 2008
Wimpy node clusters: what about non-wimpy workloads?
Join processing for flash SSDs: remembering past lessons
Efficient GPU-based skyline computation
Enhancing recovery using an SSD buffer pool extension
Insert-Optimized Implementation of Streaming Data Sketches
Heterogeneity-conscious parallel query execution: getting a better mileage while driving faster!
Proceedings of the 13th International Workshop on Data Management on New Hardware, DaMoN 2017, Chicago, IL, USA, May 15, 2017
Sampling-Based AQP in Modern Analytical Engines
Breaking the Cycle - A Short Overview of Memory-Access Sampling Differences on Modern x86 CPUs
Data structure primitives on persistent memory: an evaluation
Variable word length word-aligned hybrid compression
NUMA obliviousness through memory mapping
GPU join processing revisited
Exploiting Access Pattern Characteristics for Join Reordering
SOFORT: a hybrid SCM-DRAM storage engine for fast data recovery
NULLS!: Revisiting Null Representation in Modern Columnar Formats
KallaxDB: A Table-less Hash-based Key-Value Store on Storage Hardware with Built-in Transparent Compression
Optimizing select conditions on GPUs
Realizing parallelism in database operations: insights from a massively multithreaded architecture
X-device query processing by bitwise distribution
iGPU-Accelerated Pattern Matching on Event Streams
PipeJSON: Parsing JSON at Line Speed on FPGAs
Hardware Acceleration of Database Operations Using Content-Addressable Memories
Applying HTM to an OLTP System: No Free Lunch
An analysis of memory power consumption in database systems
Optimizing read convoys in main-memory query processing
De²Dup: Extended Deduplication for Multi-Tenant Databases
To use or not to use the SIMD gather instruction?
Proceedings of the 11th International Workshop on Data Management on New Hardware, DaMoN 2015, Melbourne, VIC, Australia, May 31 - June 04, 2015
Vectorized Bloom filters for advanced SIMD processors
Seamless: Transparent Storage Access Through Smart Switches
Scaling column imprints using advanced vectorization
Playing Fetch with CAT: Composing Cache Partitioning and Prefetching for Task-based Query Processing
Database storage management with object-based storage devices
GalOP: Towards a GPU-accelerated OLTP DBMS
SSD in-storage computing for list intersection
Parallel buffers for chip multiprocessors
Towards highly parallel event processing through reconfigurable hardware
The ReProVide query-sequence optimization in a hardware-accelerated DBMS
EFA: A Viable Alternative to RDMA over InfiniBand for DBMSs?
Cold Storage Data Archives: More Than Just a Bunch of Tapes
Enabling CXL Memory Expansion for In-Memory Database Management Systems
A PetriNet mechanism for OLAP in NUMA
Customized OS support for data-processing
SIMD-accelerated regular expression matching
The Effectiveness of Compression for GPU-Accelerated Queries on Out-of-Memory Datasets
OLTP in wonderland: where do cache misses come from in major OLTP components?
Proceedings of the Eighth International Workshop on Data Management on New Hardware, DaMoN 2012, Scottsdale, AZ, USA, May 21, 2012
Exploiting Locality in Flat Memory with CXL for In-Memory Database Management Systems
Query Processing on Gaming Consoles
The Case for SIMDified Analytical Query Processing on GPUs
A methodology for OLTP micro-architectural analysis
Online bit flip detection for in-memory B-trees on unreliable hardware
Relational Queries with a Tensor Processing Unit
Peak performance: remote memory revisited
Processing-in-memory technology for knowledge discovery algorithms
Security in Ad-hoc and Sensor Networks, First European Workshop, ESAS 2004, Heidelberg, Germany, August 6, 2004, Revised Selected Papers
Secure AES Hardware Module for Resource Constrained Devices
Direct Anonymous Attestation (DAA): Ensuring Privacy with Corrupt Administrators
Security Associations in Personal Networks: A Comparative Analysis
Grey-Box Cryptography: Physical Unclonable Functions
Location Privacy in Bluetooth
Public Key Cryptography in Sensor Networks - Revisited
Using Radio Device Fingerprinting for the Detection of Impersonation and Sybil Attacks in Wireless Networks
Enabling Full-Size Public-Key Algorithms on 8-Bit Sensor Nodes
Linking Ad Hoc Charging Schemes to AAAC Architectures
Pseudonym Generation Scheme for Ad-Hoc Group Communication Based on IDH
Provable Security of On-Demand Distance Vector Routing in Wireless Ad Hoc Networks
Scalable and Flexible Privacy Protection Scheme for RFID Systems
Re-visited: Denial of Service Resilient Access Control for Wireless Sensor Networks
Tiny 3-TLS: A Trust Delegation Protocol for Wireless Sensor Networks
On Optimality of Key Pre-distribution Schemes for Distributed Sensor Networks
SKiMPy: A Simple Key Management Protocol for MANETs in Emergency and Rescue Operations
So Near and Yet So Far: Distance-Bounding Attacks in Wireless Networks
The Martini Synch: Joint Fuzzy Hashing Via Error Correction
Low-Cost Elliptic Curve Cryptography for Wireless Sensor Networks
Side Channel Attacks on Message Authentication Codes
ALGSICS - Combining Physics and Cryptography to Enhance Security and Privacy in RFID Systems
Two's Company, Three Is a Crowd: A Group-Admission Protocol for WSNs
Secure Overlay for Service Centric Wireless Sensor Networks
Security for Mobile Low Power Nodes in a Personal Area Network by Means of Trusted Platform Modules
Identification in Infrastructureless Networks
Some Methods for Privacy in RFID Communication
Dynamics of Learning Algorithms for the On-Demand Secure Byzantine Routing Protocol
RFID Authentication Protocol with Strong Resistance Against Traceability and Denial of Service Attacks
SDD: Secure Distributed Diffusion Protocol for Sensor Networks
On the Wiretap Channel Induced by Noisy Tags
Detecting Node Compromise in Hybrid Wireless Sensor Networks Using Attestation Techniques
IKE in Ad Hoc IP Networking