Its sources conflict. 5 quotes from 1 source. Free to read.
MessagePack is a computer data interchange format.
MessagePack aims to be as compact and simple as possible.
Included Data Serialized output files for all evaluated use cases and formats File size measurements (fileSizes.xlsx) Serialization speed measurements (speed.xlsx) Documentation describing methodology and experimental setup Workflow illustration (Workflow.png) Evaluated Formats The dataset includes results for: Avro BSON Cap'n Proto (packed and unpacked) CBOR CSV (with and without header) EXI FlatBuffers FlexBuffers Hessian INI Amazon Ion (text and binary) Java Serialization JSON MessagePack Protobuf RDF/XML RDF Turtle Smile TLV TOML Thrift UBJSON XDR XML YAML Use Cases The benchmark includes representative IoT-related data structures: HeartData HttpResponse ImageData ImageDescriptor LocationData Person SensorValue SmartLightController Purpose This dataset enables researchers and practitioners to: Compare serialization formats for IoT applications Analyze trade-offs between storage efficiency and processing speed Reproduce results presented in the associated publication Support further research on sustainable and resource-efficient IoT systems License Released under the CC0 1.0 Public Domain Dedication.
We benchmark a set of schema-driven (ASN.1, Apache Avro, Microsoft Bond, Cap'n Proto, FlatBuffers, Protocol Buffers, and Apache Thrift) and schema-less (BSON, CBOR, FlexBuffers, MessagePack, Smile, and UBJSON) JSON-compatible binary serialization specifications.
Drawing on the schema-driven (ASN.1, Apache Avro, Microsoft Bond, Cap'n Proto, FlatBuffers, Protocol Buffers, and Apache Thrift) and schema-less (BSON, CBOR, FlexBuffers, MessagePack, Smile, and UBJSON) JSON-compatible binary serialization specifications, we compare and contrast their inner workings through our analysis.
Research query: MessagePack · jobs: 1 · on-topic sources: 1 · review: Conflicted
MessagePack is a computer data interchange format. — MessagePack (wikipedia)
Included Data Serialized output files for all evaluated use cases and formats File size measurements (fileSizes.xlsx) Serialization speed measurements (speed.xlsx) Documentation describing methodology and experimental setup Workflow illustration (Workflow.png) Evaluated Formats The dataset includes results for: Avro BSON Cap'n Proto (packed and unpacked) CBOR CSV (with and without header) EXI FlatBuffers FlexBuffers Hessian INI Amazon Ion (text and binary) Java Serialization JSON MessagePack Protobuf RDF/XML RDF Turtle Smile TLV TOML Thrift UBJSON XDR XML YAML Use Cases The benchmark includes representative IoT-related data structures: HeartData HttpResponse ImageData ImageDescriptor LocationData Person SensorValue SmartLightController Purpose This dataset enables researchers and practitioners to: Compare serialization formats for IoT applications Analyze trade-offs between storage efficiency and processing speed Reproduce results presented in the associated publication Support further research on sustainable and resource-efficient IoT systems License Released under the CC0 1.0 Public Domain Dedication. — jrc-rodec/DataFormatAnalysis: Dataset of IoT Data Exchange Formats (2026)
We benchmark a set of schema-driven (ASN.1, Apache Avro, Microsoft Bond, Cap'n Proto, FlatBuffers, Protocol Buffers, and Apache Thrift) and schema-less (BSON, CBOR, FlexBuffers, MessagePack, Smile, and UBJSON) JSON-compatible binary serialization specifications. — A Benchmark of JSON-compatible Binary Serialization Specifications (2022)
Drawing on the schema-driven (ASN.1, Apache Avro, Microsoft Bond, Cap'n Proto, FlatBuffers, Protocol Buffers, and Apache Thrift) and schema-less (BSON, CBOR, FlexBuffers, MessagePack, Smile, and UBJSON) JSON-compatible binary serialization specifications, we compare and contrast their inner workings through our analysis. — A Survey of JSON-compatible Binary Serialization Specifications (2022)
This artifact is information and a reusable solution. Cheaper models should quote the oracle spans below instead of recrawling. Scan GET /library and GET /api/v1/match?q= before minting a new job.
Only previously sealed claims that apply to this request:
MessagePack (wikipedia)
MessagePack is a computer data interchange format. (new this job) — source
MessagePack aims to be as compact and simple as possible. (new this job) — source
A Benchmark of JSON-compatible Binary Serialization Specifications (2022)
We benchmark a set of schema-driven (ASN.1, Apache Avro, Microsoft Bond, Cap'n Proto, FlatBuffers, Protocol Buffers, and Apache Thrift) and schema-less (BSON, CBOR, FlexBuffers, MessagePack, Smile, and UBJSON) JSON-compatible binary serialization specifications. — source
jrc-rodec/DataFormatAnalysis: Dataset of IoT Data Exchange Formats (2026)
Included Data Serialized output files for all evaluated use cases and formats File size measurements (fileSizes.xlsx) Serialization speed measurements (speed.xlsx) Documentation describing methodology and experimental setup Workflow illustration (Workflow.png) Evaluated Formats The dataset includes results for: Avro BSON Cap'n Proto (packed and unpacked) CBOR CSV (with and without header) EXI FlatBuffers FlexBuffers Hessian INI Amazon Ion (text and binary) Java Serialization JSON MessagePack Protobuf RDF/XML RDF Turtle Smile TLV TOML Thrift UBJSON XDR XML YAML Use Cases The benchmark includes representative IoT-related data structures: HeartData HttpResponse ImageData ImageDescriptor LocationData Person SensorValue SmartLightController Purpose This dataset enables researchers and practitioners to: Compare serialization formats for IoT applications Analyze trade-offs between storage efficiency and processing speed Reproduce results presented in the associated publication Support further research on sustainable and resource-efficient IoT systems License Released under the CC0 1.0 Public Domain Dedication. — source
A Survey of JSON-compatible Binary Serialization Specifications (2022)
Drawing on the schema-driven (ASN.1, Apache Avro, Microsoft Bond, Cap'n Proto, FlatBuffers, Protocol Buffers, and Apache Thrift) and schema-less (BSON, CBOR, FlexBuffers, MessagePack, Smile, and UBJSON) JSON-compatible binary serialization specifications, we compare and contrast their inner workings through our analysis. — source
0, 1.0 vs 1
Included Data Serialized output files for all evaluated use cases and formats File size measurements (fileSizes.xlsx) Serialization speed measurements (speed.xlsx) Documentation describing methodology and experimental setup Workflow illustration (Workflow.png) Evaluated Formats The dataset includes results for: Avro BSON Cap'n Proto (packed and unpacked) CBOR CSV (with and without header) EXI FlatBuffers FlexBuffers Hessian INI Amazon Ion (text and binary) Java Serialization JSON MessagePack Protobuf RDF/XML RDF Turtle Smile TLV TOML Thrift UBJSON XDR XML YAML Use Cases The benchmark includes representative IoT-related data structures: HeartData HttpResponse ImageData ImageDescriptor LocationData Person SensorValue SmartLightController Purpose This dataset enables researchers and practitioners to: Compare serialization formats for IoT applications Analyze trade-offs between storage efficiency and processing speed Reproduce results presented in the associated publication Support further research on sustainable and resource-efficient IoT systems License Released under the CC0 1.0 Public Domain Dedication.
We benchmark a set of schema-driven (ASN.1, Apache Avro, Microsoft Bond, Cap'n Proto, FlatBuffers, Protocol Buffers, and Apache Thrift) and schema-less (BSON, CBOR, FlexBuffers, MessagePack, Smile, and UBJSON) JSON-compatible binary serialization specifications.
0, 1.0 vs 1
Included Data Serialized output files for all evaluated use cases and formats File size measurements (fileSizes.xlsx) Serialization speed measurements (speed.xlsx) Documentation describing methodology and experimental setup Workflow illustration (Workflow.png) Evaluated Formats The dataset includes results for: Avro BSON Cap'n Proto (packed and unpacked) CBOR CSV (with and without header) EXI FlatBuffers FlexBuffers Hessian INI Amazon Ion (text and binary) Java Serialization JSON MessagePack Protobuf RDF/XML RDF Turtle Smile TLV TOML Thrift UBJSON XDR XML YAML Use Cases The benchmark includes representative IoT-related data structures: HeartData HttpResponse ImageData ImageDescriptor LocationData Person SensorValue SmartLightController Purpose This dataset enables researchers and practitioners to: Compare serialization formats for IoT applications Analyze trade-offs between storage efficiency and processing speed Reproduce results presented in the associated publication Support further research on sustainable and resource-efficient IoT systems License Released under the CC0 1.0 Public Domain Dedication.
Drawing on the schema-driven (ASN.1, Apache Avro, Microsoft Bond, Cap'n Proto, FlatBuffers, Protocol Buffers, and Apache Thrift) and schema-less (BSON, CBOR, FlexBuffers, MessagePack, Smile, and UBJSON) JSON-compatible binary serialization specifications, we compare and contrast their inner workings through our analysis.
Status Conflicted. Verified claims 5. On-topic sources 1 (reused 0). Dropped 3 collector hit(s) and 0 off-topic local claim(s). Conflicts 4. Coverage: messagepack.
Woven into the rest of this mesh (existing pages preferred over new stubs):
Sealed job 83005164e84b2b571a16095725546739. Shards: scholar.openalex, encyclopedia.wikipedia. Dropped 3 off-topic collector hit(s) and 0 off-topic local claim(s). Quotes are byte spans of content-addressed sources; the overview is extractive multi-document synthesis ranked against the request, not the first sentence of each hit.
This note stays on the MessagePack page.
The sentences below are copied from verified claims about MessagePack.
MessagePack is a computer data interchange format.
MessagePack aims to be as compact and simple as possible.
Included Data Serialized output files for all evaluated use cases and formats File size measurements (fileSizes.xlsx) Serialization speed measurements (speed.xlsx) Documentation describing methodology and experimental setup Workflow illustration (Workflow.png) Evaluated Formats The dataset includes results for: Avro BSON Cap'n Proto (packed and unpacked) CBOR CSV (with and without header) EXI FlatBuffers FlexBuffers Hessian INI Amazon Ion (text and binary) Java Serialization JSON MessagePack Protobuf RDF/XML RDF Turtle Smile TLV TOML Thrift UBJSON XDR XML YAML Use Cases The benchmark includes representative IoT-related data structures: HeartData HttpResponse ImageData ImageDescriptor LocationData Person SensorValue SmartLightController Purpose This dataset enables researchers and practitioners to: Compare serialization formats for IoT applications Analyze trade-offs between storage efficiency and processing speed Reproduce results presented in the associated publication Support further research on sustainable and resource-efficient IoT systems License Released under the CC0 1.0 Public Domain Dedication.
We benchmark a set of schema-driven (ASN.1, Apache Avro, Microsoft Bond, Cap'n Proto, FlatBuffers, Protocol Buffers, and Apache Thrift) and schema-less (BSON, CBOR, FlexBuffers, MessagePack, Smile, and UBJSON) JSON-compatible binary serialization specifications.
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